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Streamline Your Social Media Strategy: How Divsly Simplifies 'Link In Bio' Across Multiple Platforms

In today's digital age, managing your online presence effectively is crucial for success. Social...

https://dev.to/divsly/streamline-your-social-media-strategy-how-divsly-simplifies-link-in-bio-across-multiple-platforms-2jei

linkinbio, biolink, profilelink

In today's digital age, managing your online presence effectively is crucial for success. Social media platforms have become central to marketing strategies, offering a unique way to connect with audiences and promote your brand. One key tool that has gained popularity is the 'Link In Bio' feature, which allows users to share multiple links from a single location, driving traffic to desired destinations. ## Understanding the 'Link In Bio' Feature The 'Link In Bio' feature serves as a gateway to direct followers and visitors to various destinations such as websites, blogs, products, and more. Platforms like Instagram, TikTok, and Twitter restrict direct linking in posts, making 'Link In Bio' essential for driving engagement and conversions. It acts as a centralized hub, simplifying the navigation process for users to explore different content or offerings from a single link. ## Challenges of Managing 'Link In Bio' Manually Before tools like Divsly emerged, managing 'Link In Bio' was often a manual and cumbersome process. Users had to constantly update the link in their profile, often missing out on potential traffic due to limited space for only one link. Additionally, tracking performance metrics and understanding audience behavior was challenging without robust analytics tools. ## Introducing Divsly: A Game-Changing Solution Divsly revolutionizes 'Link In Bio' management by offering a user-friendly platform that simplifies the process of sharing multiple links effortlessly. Here's how Divsly stands out: **Centralized Link Management:** Divsly acts as a central hub for all your links, allowing you to add, edit, and organize them in one place. This eliminates the need to constantly update your bio link manually, saving time and effort. **Customization Options:** Customize your 'Link In Bio' page to reflect your brand identity. With Divsly, you can personalize the appearance, add logos, background images, and choose from various layout options to create a visually appealing experience for visitors. **Analytics and Insights:** Gain valuable insights into how your links are performing. Divsly provides analytics such as click-through rates, visitor demographics, and popular links, empowering you to make informed decisions to optimize your social media strategy. **Cross-Platform Compatibility:** Whether you're active on Instagram, TikTok, Twitter, or other platforms, Divsly seamlessly integrates with all major social media platforms. This ensures a consistent user experience across different channels, enhancing brand coherence and user engagement. ## How Divsly Works: Step-by-Step Guide Sign Up and Profile Setup: Begin by signing up for Divsly and setting up your profile. This involves entering basic information such as your username, bio, and uploading profile images. **Link Addition and Organization:** Add links to your Divsly dashboard. You can categorize links by type (e.g., blog posts, products, social media profiles) and arrange them according to priority or campaign focus. **Customization:** Personalize your 'Link In Bio' page. Choose from various themes, upload custom backgrounds, and tweak the layout to align with your brand aesthetics. **Analytics Monitoring:** Monitor the performance of your links through Divsly's analytics dashboard. Track metrics such as clicks, unique visitors, and engagement rates to assess the effectiveness of your campaigns. **Optimization and Iteration:** Use insights from analytics to optimize your strategy. Adjust links based on performance data and experiment with different calls-to-action to maximize conversions. ## Benefits of Using Divsly for 'Link In Bio' Management **Time Efficiency:** Save time by managing all your links from one dashboard. **Enhanced User Experience:** Provide a seamless navigation experience for visitors, improving engagement and reducing bounce rates. **Improved Conversion Rates:** By directing users to relevant content or offers, increase the likelihood of conversions and sales. **Scalability:** Whether you're a small business or a large enterprise, Divsly scales with your needs, accommodating growth and expanding marketing efforts. ## Conclusion In conclusion, Divsly empowers brands and individuals alike to harness the power of 'Link In Bio' effectively. By simplifying link management, providing actionable insights, and enhancing user experience across platforms, Divsly is the ultimate tool for optimizing your social media strategy. Whether you're aiming to drive traffic, boost sales, or increase brand awareness, Divsly equips you with the tools needed to succeed in today's competitive digital landscape. Start streamlining your social media strategy today with Divsly and unlock new possibilities for your online presence.

divsly

Are Midjourney Images Free To Use?

Imagine a scenario: you are navigating the digital world looking for a perfect Midjourney image for...

https://dev.to/devops_den/are-midjourney-images-free-to-use-229g

ai, midjourney, webdev, beginners

Imagine a scenario: you are navigating the digital world looking for a perfect Midjourney image for your social media or your blog post, article, etc. Midjourney offers you a variety of images to use and make your content engaging. However, you may wonder if they are free to use. According to statistics, there are around 16.4 million users of Midjourney, so you can imagine its popularity. So, join us and explore the popularity of Midjourney in this vast digital landscape, and find out whether Midjourney images are free to use. ## Exploring Midjourney Are you an artist? Or do you work in an art field? Midjourney works as a perfect partner in your journey of expressing yourself via your work. Generate aesthetically pleasing images and see your work skyrocket. Midjourney allows you to explore new and different ways of thinking and helps in enhancing your creativity. This is an AI-powered tool that helps you generate compelling and distinctive images. You can get access to Midjourney via Discord. So, you can explore these text-to-AI image tools and generate images from prompts, which are usually natural language descriptions. Sounds interesting, isn't it? But how does Midjourney work? Well, it is easy to understand. You give natural language descriptions, and Midjourney generates images according to your prompts. When you give a prompt, the Midjourney begins its search for images according to your description and offers unique images in an amazing artistic manner. The best part of this process is that it only takes a few seconds! So, with less effort, you get amazing results, but are midjourney images free to use? Read on to know more! ## Are Midjourney Images Free To Use After seeing the potential Midjourney images have, it is not wrong to say that anyone can be tempted to use the images for free. If it is so, then it is like finding a treasure in the midst of the jungle! In today's time, social media is brimming with wonderful and attractive images, and getting your hands on them is just like the icing on the cake. One of the vital features in deciding this is copyright! Artists must be aware of the struggle for copyright! It plays a vital role in determining who gets to use the images and how. Some images are protected by copyright, which means you cannot use the images without permission. However, as a Midjourney user, if you generate an image, you do not have copyright ownership of the images. ## Creative Commons: Ray Of Hope In this digital world, creative commons work as a boon for artists. Several artists release their work under licenses that give freedom to other artists to use their work. However, before you use any image, you must read the terms of the license and then only proceed. You can be honest; not many of us read the terms and conditions, but they are quite important if you want to use the images. Creative Commons is the best way for the creators and users to find common ground. However, there is another way to use the images: to become a paid member of the M+idjourney app. ## Can You Use Midjourney Images Commercially? You can use the midjourney images for commercial purposes, such as marketing, cover art, etc., if you are a premium subscriber. When you are a paid member, you become the owner of the assets; however, remember that the images might be used or remixed by other artists, so do read the terms and conditions when you become a paid subscriber. There is no doubt that using Midjourney for your business adds tremendous value to your world and it will help in making your marketing process stand out. If you are a free user, you can use the produced images for non-profit and personal uses. You can copy, remix, and redistribute with license linking and attribution. But remember, you cannot use it for commercial purposes. There are different ways you can use Midjourney images for commercial purposes. You can harness the power of AI and create attention-grabbing designs. You can use images for: Prints and Merchandise: If you are a premium subscriber, you can generate images for your posters, t-shirts, etc. Branding and Logo: Midjourney works as a valuable tool for generating brand image and logos. You can generate memorable visual brand identities that will distinguish your brand. Cover art: You can create cover art for albums, books, advertisements, etc., and embrace the journey of creative exploration. ## Conclusion Summing up, Midjourney is a promising platform, and it holds potential for your commercial purpose. It offers you several features to be used by artists and businesses who want to create visually striking and unique designs. The digital landscape is large, and your quest to free images can be fruitful as it is filled with wonderful images and treasures. For the answer, are midjourney images free to use? remember that you cannot use images for commercial purposes if you are a free user. You can use them for personal use. If you are a paid member, you are free to use it for your business. Midjourney images not only provide you with visual brilliance, but they also help you to tell your story effectively. Read More https://dev.to/devops_den/is-salesforce-an-erp-1496 https://devopsden.io/article/what-is-heroku-and-what-does-heroku-do

devops_den

Sage Hosting vs On-Premises: A Data-Driven Analysis

In today’s digital sphere, most enterprises make strategic decisions regarding how their software...

https://dev.to/him_tyagi/sage-hosting-vs-on-premises-a-data-driven-analysis-4l92

beginners, cybersecurity, programming, tutorial

In today’s digital sphere, most enterprises make strategic decisions regarding how their software infrastructure is managed. Picking the right IT infrastructure management service provider can make operations efficient, optimize resources, and eventually become vital for organizational growth. A dedicated system can also help make informed decisions about the brand; whether an accountant or a business person, a reliable solution is required to assist in managing crucial responsibilities. This is where the confusion emerges: picking the best solution for the business. One such decision, which has long been debated, is whether to opt for Sage hosting or on-premises solutions, given their consequences on daily operations, efficiency, and expense tiers. Sage, an established business management software provider, has two prime options: sage hosting and on-premises solutions. The first is where the software can be hosted via a cloud-based service, while the other involves organizations keeping software inside their premises. Both have advantages and disadvantages that must be considered before making any decision because any organization must be fully aware of the topic and its details. This blog will discuss Sage Hosting and On-Premises solutions in detail, exploring their distinctions, advantages and disadvantages, and factors to consider. Whether you run a small business or work for a large company, this information can help you find the best option that fits your needs while shaping corporate strategies for your IT infrastructure. As Per Recent Findings... Sage hosting or an on-premise solution is one of the most critical decisions in the technological sphere. It contributes to data protection, operational efficiency, and business versatility. The latest research from Gartner, an IT industry service provider, and Forrester, a business growth service provider, highlight the trends and considerations relevant to this critical decision. Gartner's analysis of cloud adoption trends shows a shift toward cloud-based solutions, with [85% of organizations expected to plan to transform by 2025](https://www.gartner.com/en/newsroom/press-releases/2021-11-10-gartner-says-cloud-will-be-the-centerpiece-of-new-digital-experiences). Likewise, Forrester's research on enterprise IT infrastructure shows that 89% of the decision-makers agree that open sources allow them to have a more open and flexible hybrid cloud strategy. ## Now, What is Sage Hosting? [Sage hosting](https://www.acecloudhosting.com/sage-application-hosting/), also known as Sage cloud hosting, is a service that enables one to access and manage all Sage data from anywhere on the Internet. Think of it as Sage software being stored securely over the Internet rather than only on a machine. This means that instead of installing the Sage program on a single computer within the firm, users can access it via the Internet (typically using a web browser). Benefits of Sage Hosting While the benefits of Sage Hosting are numerous, here are the top 3 advantages of the said cloud hosting: - **Easily accessible** - Sage hosting enables seamless access to the software from any location, facilitating remote work and team collaboration. - **Highly secure** - Since the data is stored on secure internet servers, one doesn't need to worry about the computer malfunctioning or someone stealing any information. - **Easy on the pocket**—Sage hosting can help save money in the long run by avoiding the need to acquire pricey equipment or hire tech experts to manage things. ## And what is On-Premises? On-premises, also known as "on-premises," "on-premise," or "on-prem," is an approach to establishing software. It is a conventional method wherein software like Sage is traditionally performed on a company's servers and computers in an office. This configuration necessitates that companies internalize the process of installing software, maintaining it, and securing it; this results in greater control and personalization. ## Benefits of On-Premises On-premises has its own set of benefits, which are as follows - - **Control** - On-premises solutions provide complete control and customization, meeting specific needs and security requirements. - **Security** - Enhanced data security because the data is within the company’s physical premises. - **Performance** - Provides performance benefits, like low latency—a short feedback loop to make changes between individual employees and on-premises infrastructure. Every coin has two sides, and so do Sage Hosting and on-premises. Let’s examine the drawbacks of both in brief. ## Sage Hosting ### On-Premises Sage hosting requires an internet connection 24*7 to function On-premises can be at the higher end of the price as setting up its system can get expensive Few sage cloud products are not well-versed with flexibility It can get difficult to meet the recommended hardware requirements for complex systems Integrating sage hosting with existing on-premise business can become tricky and complicated Regular backup infrastructure should be maintained which can get difficult with time ## What is the Difference between Sage Hosting and On-Premises? Sage hosting and on-premises solutions are two different approaches to operating Sage accounting software, each having their own set of benefits and disadvantages. Sage hosting requires installing Sage software on a cloud-based platform provided by a third-party hosting firm. As explained above, rather than running Sage on servers, one can access it from any device with an Internet connection and a compatible web browser. On the other hand, on-premises solutions require installing and running Sage software on individual servers and computers in a business. This gives more customization and control over the IT environment as the company owns and manages all the software and hardware. However, the decision between Sage hosting and on-premises solutions should entirely be based on the company's budget, security requirements, IT expertise, and need for flexibility and scalability. To make an informed decision while choosing either of the two, consider the below and several factors - - **Cost** - Assess upfront and ongoing expenses, like maintenance fees and IT support. - **Scalability** - Understand if the business needs can change in the future and if both of these solutions can quickly adapt to growth. - **Security** - Evaluate if both solutions meet the security standards. ### In Conclusion The decision between sage hosting and on-premises solutions depends on individual business needs. Sage hosting offers scalability, flexibility, and cost-effectiveness, perfecting remote work and smooth IT management. At the same time, on-premises provides complete customization, control, and enhanced data security, making it suitable for regulatory compliance and handling sensitive information. Ultimately, both sage hosting and on-premises have their strengths, and the right choice depends on the organization's unique circumstances.

him_tyagi

My Backend Challenge: A Journey to Mastery and the HNG Internship

Embarking on the journey of backend development has always been a fascinating challenge. Recently, I...

https://dev.to/edafe_akpokiniovo_792f176/my-backend-challenge-a-journey-to-mastery-and-the-hng-internship-4ome

Embarking on the journey of backend development has always been a fascinating challenge. Recently, I encountered a particularly difficult problem that tested my skills and patience. This experience not only deepened my understanding of backend systems but also fueled my excitement for the upcoming HNG Internship. In this blog, I’ll share the intricacies of this problem and the step-by-step approach I took to solve it, and explain why I’m eager to dive into this internship opportunity. Journey into Backend Development: Tackling a Complex Problem and the Road Ahead with HNG Internship Introduction As an aspiring backend developer, I’ve always been fascinated by the intricate workings of server-side applications. The ability to build robust systems that can handle complex tasks seamlessly is both challenging and rewarding. Recently, I faced a particularly tough backend problem that tested my skills and problem-solving abilities. I want to share this experience and how I tackled it, as well as my upcoming journey with the HNG Internship, which I’m eagerly looking forward to. The Problem: Optimizing Database Queries A few weeks ago, I was working on a project that required processing a large amount of data stored in a relational database. The system was designed to handle user requests and fetch relevant data from the database. However, as the number of users grew, the application’s performance began to degrade significantly. The root cause was identified as inefficient database queries that led to slow response times. Step-by-Step Solution Step 1: Identifying the Bottleneck The first step was to identify the exact point where the performance bottleneck occurred. I used a combination of logging and performance monitoring tools to pinpoint slow-running queries. Tools like New Relic and SQL query profiling provided detailed insights into which queries were taking the longest time to execute. Step 2: Analyzing the Queries Once the problematic queries were identified, I analyzed them to understand why they were slow. This involved looking at the query execution plans to see how the database engine was processing them. I discovered that several queries were performing full table scans instead of using indexes, which was causing the slowdown. Step 3: Index Optimization To address this, I began optimizing the database indexes. By adding appropriate indexes to the columns frequently used in the WHERE clauses and JOIN conditions, I was able to significantly reduce the query execution time. This required a careful balance to ensure that the indexes themselves did not become a performance overhead. Step 4: Query Refactoring In addition to indexing, I refactored some of the queries to make them more efficient. This included: Using JOINs effectively: Ensuring that JOINs were used correctly and only when necessary. Reducing data retrieval: Fetching only the necessary columns instead of using SELECT *. Breaking down complex queries: Simplifying complex queries into multiple smaller queries when appropriate. Step 5: Caching Results To further improve performance, I implemented caching for frequently accessed data. By using a caching layer (such as Redis or Memcached), I was able to store the results of common queries and serve them quickly without hitting the database every time. Step 6: Testing and Monitoring After implementing these changes, I conducted extensive testing to ensure that the optimizations worked as expected. This involved both unit testing and load testing to simulate real-world usage. Continuous monitoring was set up to track the application’s performance over time and detect any new issues that might arise. The Journey Ahead with HNG Internship With this challenging problem behind me, I’m now gearing up for an exciting new chapter: the [HNG Internship](https://hng.tech/internship) and also hoping to upgrade to the [HNG Premium](https://hng.tech/premium) which is loaded with premium advantages. This internship represents an incredible opportunity to further hone my backend development skills and gain valuable industry experience. Here’s why I’m thrilled about it: Learning from the Best: The HNG Internship is renowned for its high-quality mentorship and rigorous training programs. I’m eager to learn from experienced developers and industry experts. Hands-On Experience: The internship promises real-world projects that will allow me to apply my knowledge in practical scenarios, further solidifying my skills. Networking Opportunities: Connecting with fellow interns and professionals in the field will open doors to new opportunities and collaborations. Career Advancement: Successfully completing the internship will be a significant milestone in my career, paving the way for future growth and success in backend development. Conclusion Solving complex backend problems is a journey of continuous learning and improvement. The recent challenge of optimizing database queries not only tested my skills but also reinforced the importance of efficient design and thorough testing. As I embark on the HNG Internship, I’m filled with anticipation and excitement for the learning and growth opportunities that lie ahead. Here’s to new challenges, new solutions, and a bright future in backend development!

edafe_akpokiniovo_792f176

LightX AI Image and Video Generator

Elevate your creative endeavors with LightX, your all-in-one digital toolkit! With AI-powered photo...

https://dev.to/lightxeditor/lightx-ai-image-and-video-generator-2722

Elevate your creative endeavors with LightX, your all-in-one digital toolkit! With AI-powered photo and video editing tools, take your artistic vision to new heights. Choose from a diverse selection of customizable photo and video templates. Discover a vast array of editable still and animated assets with just a click. Website Link - https://www.lightxeditor.com/

lightxeditor

Hire AWS Cloud Engineer

Hire AWS Cloud Engineer in 48 hours to provide 24 x 7 cloud support and cloud engineering management....

https://dev.to/raj_kamal_688c2cc061d6348/hire-aws-cloud-engineer-41ok

startup, cloudcomputing, googlecloud

Hire AWS Cloud Engineer in 48 hours to provide 24 x 7 cloud support and cloud engineering management. Visit us to learn more. https://www.checkmateq.com/aws-cloud 

raj_kamal_688c2cc061d6348

Autenticação REST via API KEY em Golang

A autenticação por chave de API (API key) é uma abordagem simples e eficaz para proteger suas...

https://dev.to/ortizdavid/autenticacao-rest-via-api-key-em-golang-2ii6

A autenticação por chave de API (API key) é uma abordagem simples e eficaz para proteger suas aplicações REST. # Passos para Autenticação via Chave de API 1. **Criação de um Middleware de Autenticação**: - O middleware intercepta as requisições HTTP, captura os cabeçalhos necessários e valida as chaves de API. 2. **Captura dos Cabeçalhos da Requisição**: - **X-API-KEY**: Chave de API que autentica a requisição. - **X-User-ID**: Identificador do usuário associado à chave de API. 3. **Validação das Chaves**: - O middleware verifica se os valores dos cabeçalhos correspondem aos valores armazenados em uma estrutura segura. # Vantagens - **Armazenamento Seguro**: Ideal para ambientes de produção, especialmente em aplicações governamentais, onde as chaves de API são armazenadas em uma base de dados segura para garantir melhor governança e controle. - **Simples e Eficiente**: Oferece uma camada adicional de segurança com mínima sobrecarga. Essa abordagem protege suas requisições, garantindo que apenas usuários autenticados possam acessar os recursos da aplicação. Código Fonte: - https://github.com/ortizdavid/go-nopain/tree/main/httputils - https://github.com/ortizdavid/go-nopain/blob/main/_examples/auth/api_key_user.go       

ortizdavid

Understand DI Containers: Intro

I’m excited to start this new series and dig deeper into dependency injection!! We are going to use...

https://dev.to/emanuelgustafzon/understand-di-containers-intro-353a

ioc, depenedencyinjection, javascript, csharp

--- series: DI Containers made simple. --- I’m excited to start this new series and dig deeper into dependency injection!! We are going to use JavaScript and C# in this series. After this tutorial we will have a solid understanding of DI Containers and be able to adopt our knowledge when we work with frameworks like `.Net`, `Spring Boot` and `Nest.JS` etc 😎. ## What we will learn. * What is Dependency Injection. * What are interfaces. * Create a `DI Container from scratch` with different life cycles using JavaScript. * Use the DI Container in .NET. We are going to take it one step at the time, stay tuned!

emanuelgustafzon

How your health insurance claims process works

The health insurance claims process involves several steps, from receiving medical services to...

https://dev.to/sanya3245/how-your-health-insurance-claims-process-works-2o7

The health insurance claims process involves several steps, from receiving medical services to getting reimbursed by your insurance company. Here’s a detailed overview of how the process typically works: **Steps in the Health Insurance Claims Process** **1. Receive Medical Services** **In-Network Providers:** If you visit an in-network provider, they will usually handle the claims process for you. You might only need to pay a co-payment or deductible at the time of service. **Out-of-Network Providers:** If you visit an out-of-network provider, you may need to pay for the services upfront and then file a claim with your insurance company for reimbursement. **2. Provider Submits a Claim** **Electronic Submission:** In-network providers typically submit claims electronically to the insurance company on your behalf. **Paper Claims:** Some providers might still use paper forms, which can take longer to process. **3. Claim Processing** **Receipt of Claim:** The insurance company receives the claim from the healthcare provider. **Claim Review:** The insurance company reviews the claim to verify the services provided, ensure they are covered under your plan, and check that the necessary documentation is included. **Adjudication:** The insurer processes the claim, determining the amount covered based on your policy’s terms, including deductibles, co-payments, and co-insurance. **4. Decision and Explanation of Benefits (EOB)** **Approval or Denial:** The insurance company approves or denies the claim based on their review. **Explanation of Benefits (EOB):** The insurer sends you an EOB document, detailing what was covered, what was not, and why. It also explains your financial responsibility, such as any amounts you owe. **5. Payment to Provider** **Direct Payment:** For approved claims, the insurance company pays the healthcare provider directly for the covered amount. **Patient Responsibility:** Any remaining balance, such as co-payments, deductibles, or non-covered services, is billed to you by the provider. **6. Appeals Process (if necessary)** **Claim Denial:** If your claim is denied or only partially paid, the EOB will explain the reason. Common reasons for denial include lack of coverage, incomplete documentation, or services deemed not medically necessary. **Filing an Appeal:** If you disagree with the decision, you can file an appeal with your insurance company. This involves providing additional information or correcting any errors in the original claim. **Review of Appeal:** The insurance company reviews the appeal and makes a final decision. This process may take several weeks. **Tips for Smooth Claims Processing** **Understand Your Policy:** Know what your plan covers, including in-network and out-of-network services, and any pre-authorization requirements. **Keep Records:** Maintain copies of all medical bills, receipts, and any correspondence with your insurance company. **Check EOBs: **Review your EOBs carefully to understand what has been paid and what your financial responsibility is. **Follow Up:** If there are delays or issues with your claim, follow up with your insurance company and healthcare provider promptly. **Know Your Rights:** Be aware of your rights to appeal a denial and the process for doing so. **Example Scenario** **Here’s an example to illustrate the process:** **Medical Visit:** You visit your in-network doctor for a routine check-up. Provider Submits Claim: The doctor’s office submits an electronic claim to your insurance company. **Claim Processing:** The insurance company receives the claim and reviews it. **EOB Issued:** You receive an EOB stating that the check-up is covered, with a $20 co-payment. **Payment:** The insurance company pays the doctor’s office the agreed-upon amount, and you receive a bill for the $20 co-payment. **Payment Completion:** You pay the $20 to the doctor’s office. Understanding the health [insurance claims process](https://www.invensis.net/insurance-claims-processing-services ) helps you manage your healthcare expenses effectively and ensures that you receive the benefits you are entitled to under your plan. By staying informed and proactive, you can navigate this process smoothly.

sanya3245

What is toxicology drug testing?

Toxicology drug testing is a process of analyzing biological samples, such as urine, blood, or hair,...

https://dev.to/gourav123/what-is-toxicology-drug-testing-3dgg

Toxicology drug testing is a process of analyzing biological samples, such as urine, blood, or hair, for the presence or absence of specific drugs or their metabolites (breakdown products). Drug testing can detect both legal and illegal drugs, such as alcohol, opioids, cocaine, marijuana, amphetamines, and more.https://mycarelabs.com/

gourav123

GBase 8c SQL Optimization: Subplan Rewrite Optimization Case Studies

The GBase 8c distributed database architecture fully leverages the computational resources of each...

https://dev.to/congcong/gbase-8c-sql-optimization-subplan-rewrite-optimization-case-studies-70p

database

The GBase 8c distributed database architecture fully leverages the computational resources of each node, and its overall performance scales linearly with the number of nodes. To maximize performance and resource utilization in a distributed architecture, GBase 8c offers three distributed execution plans: FQS (Fast Query Shipping), Stream, and Remote-Query. Among these, FQS and Stream plans can be pushed down, meaning all Data Nodes (DNs) in the cluster participate in SQL execution. Both execution plans fully utilize node resources. The difference is that the FQS plan sends the original statement directly from the Coordinator Node (CN) to all or part of the DNs, which execute the statement independently without data exchange. In contrast, the Stream plan generates an execution plan on the CN, which is then sent to the DNs. The DNs use Stream operators to exchange data during execution. The Remote-Query plan is a compromise. When the first two plans cannot be generated, the CN creates a plan, sends part of the original statement to the DNs, which execute it independently, and then sends the results back to the CN to execute the remaining plan. This plan generally has poorer performance and is used less frequently. Distributed databases often mean diverse application scenarios, massive data scales (PB-level), complex job logic, and long execution times, especially in the financial industry. The large data volumes and complex operations determine the extensive use of the Stream plan in production environments. GBase 8c's Stream execution plan includes three Stream operators: gather, redistribute, and broadcast. The proper use of Stream operators makes large-scale data processing possible in a distributed architecture. However, these solutions often introduce new problems, making the optimization of Stream operators a crucial part of SQL optimization in GBase 8c. To optimize SQL performance in actual development, we often use the `EXPLAIN` command to analyze execution plans, striving to use the streaming execution plan in a distributed environment to enhance the utilization of distributed computational resources. Below, we analyze two specific cases of subplan optimization in distributed execution plans. ## Case 1 ### Original SQL  ### Execution Plan Analysis, Using `EXPLAIN ANALYZE`   The current SQL execution time is approximately 28 seconds. As highlighted in the diagram, the three subqueries in the SQL each use the pgxc execution plan, failing to effectively utilize the distributed streaming execution plan of GBase 8c, resulting in low efficiency. The three subplans correspond to the above execution plan, leading to inefficient execution. The key issue is eliminating the pgxc execution plan of the subplans. By modifying the SQL to use temporary tables and addressing the issue of the wm_contact system function not being pushable, we rewrite the SQL to use temporary tables as follows:  ### New Execution Plan Analysis After applying `EXPLAIN ANALYZE` again, we see a changed execution plan:   The new execution plan eliminates the pgxc execution plans of the three subqueries and adopts the streaming execution plan. The execution time drops to approximately 600ms, significantly improving efficiency and demonstrating the advantages of distributed systems. ## Case 2 Business development feedback indicated severe performance degradation compared to Oracle when executing the following SQL to update a large table. The execution time was on the order of hours: 1. `UPDATE zh_dhcplat.sp_org SET Subtype = NULL` 2. `UPDATE zh_dhcplat.sp_org SET Subtype = (SELECT qylb FROM zh_cyzt.tpp_cyqyxx b WHERE a.obj_id = b.id) WHERE EXISTS (SELECT 1 FROM zh_cyzt.tpp_cyqyxx b WHERE a.obj_id = b.id)` During SQL2 execution, approximately 68,512 records were updated, but it took 3,686 seconds, roughly an hour, indicating very slow update speed. The environment is a three-shard GBase 8c distributed database cluster.  ### Execution Plan Analysis Using `EXPLAIN ANALYZE`, we found the issue mainly caused by the subquery. After rewriting the SQL to use an `UPDATE FROM` approach, the subplan was eliminated, and the new execution plan showed that the update completed in less than 3 seconds:  ## Conclusion The above cases illustrate the significant impact of execution plan changes on SQL execution performance in a distributed environment. These cases highlight inefficiencies caused by subqueries in GBase 8c's distributed environment and how rewriting SQL to eliminate subplans or pgxc execution plans can leverage the distributed streaming plan, enhancing SQL execution efficiency through multi-node concurrency. In GBase 8c development, it's crucial to use the `EXPLAIN` tool to analyze SQL execution plans to develop high-efficiency SQL.

congcong

On-Demand Virtual CTO Services

On-Demand Virtual CTO Services for effective technology strategy and product engineering management....

https://dev.to/raj_kamal_688c2cc061d6348/on-demand-virtual-cto-services-3l4d

ctoasaservices, virtualctoservices

On-Demand Virtual CTO Services for effective technology strategy and product engineering management. Our Virtual CTO can be available in your time zone for Engineering Management. Visit us to learn more. https://www.checkmateq.com/virtual-cto-services

raj_kamal_688c2cc061d6348

Active Links in Next JS and React Js

Hi there! 🌟 I’m new to Next.js, and recently, I was diving deep into the concept of active links. I...

https://dev.to/ishan_sen/active-links-in-next-js-and-react-js-5d5h

webdev, nextjs, javascript, programming

Hi there! 🌟 I’m new to Next.js, and recently, I was diving deep into the concept of active links. I wanted to make sure that the current page's link gets a special styling to indicate it's active. While scouring the internet, I found plenty of videos and articles about styling active links. However, there wasn't much guidance on determining if a link is active or not. So, I decided to write my own code to solve this problem. ## Defining the Problem 1. The code should not require me to change my home link from `'/'` to something like `'/home'`. 2. The code should also work for nested links like `'/troubleshoot/logs'`. ## Prerequisite code You need `pathname` to check the active link. If you are using Next Js: ```javascript import { usePathname } from "next/navigation" const pathname = usePathname() ``` If you are using React Js: ```javascript import { useLocation } from "react-router-dom" const { pathname } = useLocation() ``` We will create a checkActive function which will take the href that we need to check and return a boolean value. ```javascript const checkActive = ( href ) => { // Code to check if link is active or not. } ``` Before I share my solution, let’s look at some common methods I came across and why they didn’t quite work for me. ## 1. Using `pathname.startsWith` This method was suggested by the tutorial I was following. ```javascript const checkActive = ( href ) => { return pathname.startsWith( href ) } ``` **Problem:** In this method your home page has `href = '/'`, it will always be active.  ## 2. Using `pathname.endsWith` In the comments of the same tutorial, someone suggested using pathname.endsWith instead. ```javascript const checkActive = ( href ) => { return pathname.startsWith( href ) } ``` **Problem:** This method will work for simple links like `/troubleshoot` but fail if you have nested links like `/troubleshoot/logs`.  ## 3. Hardcoding Another approach some developers take is hardcoding the active state. This might look something like this: ```javascript <Link href="/about" className = {`${pathname === "/about" ? "bg-primary" : "bg-secondary"} text-black`} /> <Link href="/troubleshoot" className = {`${pathname === "/troubleshoot" ? "bg-primary" : "bg-secondary"} test-black`} /> ``` **Problem:** Hardcoding the active state for each link can get messy and is not scalable, especially if you have a large number of routes. It’s also prone to human error. ## My Solution After some experimentation, I came up with a solution that works well for me. It checks the pathname more precisely to ensure accuracy. This is just a modified version of the `pathname.startsWith()` method. ```javascript const checkActive = ( href ) => { const n = href.length // Check if the pathname starts with the link's href if (pathname.startsWith(href)) { // If the pathname is longer than the link's href and the character after the link's href is a '/', then the link is considered active. if (pathname.length > n && pathname[n] === "/") return true // If the pathname is exactly the same length as the link's href, then the link is considered active. if (pathname.length == n) return true } return false } ``` This method accurately identifies active links without the pitfalls of the other methods.  ## Bonus Method This method was given to me by chatGPT when I was looking for solutions other than mine. This method uses regex which I don't find intuitive but I have added it here if someone prefers this more. ```javascript const checkActive = ( href ) => { return pathname === href || pathname.match(new RegExp( `^${href}(?:/|$)` )); } ``` This will also work for all the cases that I mentioned in this article. I hope this helps you manage active links more effectively in your Next.js projects. Comment below if you found this helpful or if you have some other method you use. Happy coding! 🚀

ishan_sen

Conquering Your First Database: Essential SQL Queries for Newbies

Congratulations! You've embarked on the exciting journey of learning SQL, the language that unlocks...

https://dev.to/fizza_c3e734ee2a307cf35e5/conquering-your-first-database-essential-sql-queries-for-newbies-gdl

sql, datascience, programming, python

Congratulations! You've embarked on the exciting journey of learning SQL, the language that unlocks the secrets hidden within databases. Whether you're a budding data analyst, a curious developer, or simply someone who wants to wield the power of data, understanding SQL is a game-changer. This blog post serves as your essential guide to conquering your first database, equipping you with the fundamental SQL queries you'll need to navigate its terrain. Along the way, we'll explore how these skills can be leveraged in the fascinating world of data science (with a nudge towards exploring an SQL Data Science course!). **Unveiling the Treasure Trove: Introducing Your First Database** Imagine a vast library, not of books, but of information meticulously organized in tables. Each table represents a specific subject, and rows within the table hold individual entries. Columns, on the other hand, define the categories of information for each entry. This is the essence of a relational database, and SQL is the key that unlocks its doors. **Essential SQL Queries: Your Tools for Exploration** Now, let's delve into the essential SQL queries that empower you to interact with your first database: 1. **SELECT:** This is your primary tool for retrieving data. Imagine walking into the library and asking for a specific book (or a category of books). The `SELECT` clause allows you to specify the exact data you need from a particular table. 2. **FROM:** This clause tells the database which table (library section) holds the information you requested with `SELECT`. Think of it as directing the librarian to the specific aisle containing the books you're interested in. 3. **WHERE:** Not all information within a table might be relevant. The `WHERE` clause allows you to filter your results based on specific criteria. Imagine searching for a specific book title within the chosen section of the library. 4. **ORDER BY:** Sometimes, organization is key. The `ORDER BY` clause sorts your retrieved data based on a chosen column, allowing you to arrange results in ascending or descending order. Think of organizing your retrieved books alphabetically by title. **Beyond the Basics: A Glimpse into Data Science Applications** While these core queries empower you to explore data, SQL plays a crucial role in data science: **Data Cleaning:** Data science projects often involve messy datasets. SQL queries can identify and remove inconsistencies, missing values, or duplicate entries, akin to cleaning and organizing your retrieved books before delving into the analysis. **Data Transformation:** Data may need restructuring before analysis. SQL allows you to perform calculations, create new columns based on existing data, and aggregate data into summaries – essential steps for data preparation in data science projects. **Ready to Level Up Your Skills?** This blog post has equipped you with the foundational SQL queries to conquer your first database. As you progress, consider enrolling in an SQL Data Science course (https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/)! These courses provide a structured learning environment, offering in-depth training on advanced SQL techniques specifically tailored for data science workflows. By mastering SQL, you'll unlock a world of possibilities. You'll be able to extract valuable insights from data, a skill that is in high demand across various industries, especially in data science. So, dive deeper, explore the world of SQL, and get ready to unlock the secrets hidden within data!

fizza_c3e734ee2a307cf35e5

New City Paradise Lahore: Where Innovation Meets Comfort

Nestled in the heart of Lahore, New City Paradise emerges as a beacon of modern urban planning,...

https://dev.to/lead_marketing_608984b93a/new-city-paradise-lahore-where-innovation-meets-comfort-h64

Nestled in the heart of Lahore, New City Paradise emerges as a beacon of modern urban planning, seamlessly blending innovation with comfort. This ambitious development represents a paradigm shift in residential living, offering a plethora of amenities and features designed to enhance the quality of life for its residents. Innovations in Urban Planning At the core of [New City Paradise Lahore](https://theleadmarketing.com/new-city-paradise-lahore/) allure lies its innovative approach to urban planning. Unlike conventional developments, this community has been meticulously designed to prioritize space efficiency without compromising on aesthetics. Wide boulevards lined with greenery, pedestrian-friendly pathways, and thoughtfully integrated open spaces are just some of the hallmarks that set New City Paradise apart. Every aspect of the community reflects a commitment to creating a sustainable and harmonious living environment. State-of-the-Art Infrastructure Innovation extends beyond aesthetics to encompass state-of-the-art infrastructure that caters to the diverse needs of its residents. Advanced telecommunications systems ensure seamless connectivity, making it an ideal hub for professionals and businesses alike. Moreover, robust security measures, including CCTV surveillance and gated access points, provide peace of mind to residents, fostering a secure and serene living experience. Sustainable Living Practices New City Paradise Lahore embraces sustainability as a cornerstone of its development philosophy. From energy-efficient building designs to recycling initiatives and green spaces, every effort has been made to minimize environmental impact while maximizing the quality of life. Residents can enjoy cleaner air, reduced energy costs, and a greater sense of community stewardship, all contributing to a greener tomorrow. Comfort Redefined Beyond its innovative infrastructure and sustainable practices, New City Paradise Lahore excels in offering unparalleled comfort to its residents. Thoughtfully designed residential units, ranging from cozy apartments to spacious villas, cater to diverse lifestyle preferences. Each home is equipped with modern amenities and features that enhance comfort and convenience, ensuring that residents feel at ease from the moment they step through their doors. Lifestyle and Leisure A thriving community is more than just its physical infrastructure; it's about fostering a vibrant social fabric. New City Paradise Lahore goes above and beyond by offering a range of recreational facilities, including parks, sports complexes, and community centers. These spaces serve as hubs for social interaction and leisure activities, promoting a sense of camaraderie among residents of all ages. Conclusion In conclusion, New City Paradise Lahore stands as a testament to what modern urban living can aspire to be: a harmonious blend of innovation and comfort. By prioritizing sustainability, embracing cutting-edge infrastructure, and fostering a sense of community, this development sets a new standard for residential excellence in Lahore. Whether you're looking for a place to call home or considering investment opportunities, New City Paradise offers an unmatched living experience that promises to redefine your expectations of urban life. Experience the future of urban living at New City Paradise Lahore, where innovation meets comfort in every aspect of community life.

lead_marketing_608984b93a

Telemedicine App Development: Cost, Features & Companies

In recent years, telemedicine has emerged as a transformative force in healthcare, leveraging...

https://dev.to/nikita_sharmaseo_b686e7a/telemedicine-app-development-cost-features-companies-24c0

telemedicine, appdevelopment, telemedicineappdevelopment, appdevelomentcompanies

In recent years, telemedicine has emerged as a transformative force in healthcare, leveraging technology to bridge gaps in patient care and accessibility. Telemedicine app development plays a crucial role in this evolution, enabling healthcare providers to deliver remote medical services efficiently. Here's an in-depth look at the cost, features, and leading companies in [telemedicine a), including DQOT Solutions: Cost Considerations in Telemedicine App Development The cost of developing a telemedicine app can vary widely based on several factors: Core Features: Basic telemedicine apps with essential features like video consultations, secure messaging, and appointment scheduling typically range from $50,000 to $150,000 in development costs. Customization and Complexity: Apps requiring advanced features such as EHR integration, AI-driven diagnostics, and IoT device connectivity may incur costs upwards of $200,000 to $500,000 or more, depending on complexity and customization. Platform and Device Compatibility: Native development for iOS and Android platforms, along with responsive web design for desktop compatibility, can influence development costs due to additional coding and testing requirements. Regulatory Compliance: Ensuring compliance with healthcare regulations such as HIPAA in the United States or GDPR in Europe adds to development costs through enhanced security measures and legal consultation. Key Features of Telemedicine Apps Successful telemedicine apps integrate essential features to enhance user experience and streamline healthcare delivery: Video Consultations: Real-time, secure video calls between patients and healthcare providers enable remote diagnosis, treatment, and follow-up care. Secure Messaging: HIPAA-compliant messaging for confidential communication between patients and providers, facilitating quick consultations and medical advice exchange. Electronic Health Records (EHR) Integration: Seamless access to patient medical histories, lab results, and treatment plans during virtual consultations, ensuring continuity of care. Appointment Scheduling: User-friendly calendars with appointment booking, reminders, and notifications to manage patient schedules and optimize healthcare provider workflows. Prescription Management: Digital prescribing capabilities with e-prescriptions and medication management tools for accurate treatment administration and compliance. Remote Monitoring: Integration with IoT devices and wearables to monitor patient health metrics remotely, enabling proactive healthcare management and chronic disease monitoring. Leading Companies in Telemedicine App Development Several companies have made significant strides in telemedicine app development, offering innovative solutions tailored to healthcare providers' needs: DQOT Solutions: Specializing in telemedicine app development, DQOT Solutions offers customized solutions that prioritize user experience, security, and compliance with healthcare regulations. Teladoc Health: A global leader in virtual care, Teladoc Health offers comprehensive telemedicine platforms for healthcare organizations, featuring virtual visits, behavioral health services, and chronic care management. American Well: Known for its Amwell telemedicine platform, American Well provides scalable telehealth solutions with video visits, telepsychiatry services, and digital health integration for hospitals and health systems. Doctor on Demand: Specializing in on-demand telemedicine services, Doctor on Demand offers video consultations with board-certified physicians, psychologists, and psychiatrists, supported by a user-friendly mobile app. Zocdoc: A popular healthcare scheduling platform, Zocdoc facilitates online appointment booking with healthcare providers and offers telemedicine options for virtual consultations with participating doctors. MDLive: MDLive provides telehealth solutions with 24/7 access to healthcare professionals via secure video, phone, or mobile app consultations, covering a wide range of medical specialties and behavioral health services. Future Trends in Telemedicine App Development Looking ahead, telemedicine app development is poised for continued growth and innovation: AI and Machine Learning: Integration of AI-driven chatbots for initial patient triage, symptom assessment, and personalized treatment recommendations to enhance operational efficiency and patient outcomes. Blockchain Technology: Implementation of blockchain for secure health data exchange, patient consent management, and interoperability across healthcare systems to ensure data integrity and privacy. Expansion of Remote Monitoring: Advancements in IoT and wearable technology for continuous remote monitoring of patient health metrics, facilitating proactive care management and chronic disease monitoring. Global Telemedicine Adoption: Increased adoption of telemedicine solutions globally, driven by healthcare access disparities, aging populations, and regulatory support for telehealth services. Conclusion Telemedicine app development continues revolutionizing healthcare delivery by offering convenient access to medical services, improving patient outcomes, and reducing healthcare costs. As the demand for virtual care solutions grows, companies and healthcare providers invest in telemedicine apps to meet evolving patient needs and regulatory requirements. By incorporating advanced features, ensuring compliance, and leveraging technological innovations, telemedicine app developers play a pivotal role in shaping the future of healthcare. This guide provides a comprehensive overview of telemedicine app development, covering cost considerations, key features, leading companies, and future trends shaping the telehealth industry in 2024 and beyond.

nikita_sharmaseo_b686e7a

How to Choose The Best Medical Billing Service For You?

Choosing the best medical billing service for your practice involves evaluating several key factors...

https://dev.to/sanya3245/how-to-choose-the-best-medical-billing-service-for-you-37po

Choosing the best medical billing service for your practice involves evaluating several key factors to ensure it meets your specific needs and helps improve your billing processes. [**Here are the steps and considerations to guide you:**](https://www.invensis.net/services/outsourcing-medical-billing) **1. Assess Your Needs** **Practice Size:** Consider the size of your practice. Smaller practices may have different needs compared to larger ones. **Specialty:** Some billing services specialize in certain medical fields, such as cardiology or dermatology. **Volume of Claims:** Evaluate the number of claims processed monthly. **Current Challenges:** Identify existing issues like claim denials, slow payments, or coding errors. **2. Research Potential Services** **Reputation:** Look for services with good reviews and testimonials. Check for any complaints or issues. **Experience:** Prefer companies with extensive experience, especially in your specialty. **References:** Ask for references from current clients. **3. Evaluate Service Features** **Billing and Coding Expertise:** Ensure the service has certified coders familiar with ICD-10, CPT, and HCPCS codes. **Claim Submission and Follow-Up:** Check their process for submitting claims and following up on denials or rejections. **Compliance:** Ensure they are compliant with HIPAA and other relevant regulations. **Technology:** Look for services that use up-to-date, reliable software and offer electronic claim submission. **Reporting:** Determine what kind of reporting and analytics they provide to keep you informed about your financial performance. **Integration:** Check if they can integrate with your existing electronic health record (EHR) system. **4. Consider Cost** **Pricing Models:** Understand their pricing model—whether it’s a flat fee, percentage of collections, or per-claim fee. **Hidden Fees:** Inquire about any additional costs like setup fees, software fees, or cancellation fees. **Return on Investment:** Evaluate if the cost aligns with the expected increase in revenue and efficiency. **5. Customer Support** **Availability:** Check their availability and responsiveness. Prefer services with dedicated account managers. **Support Channels:** Ensure they provide multiple support channels (phone, email, chat). **6. Transparency and Communication** **Clear Policies:** They should have clear, transparent policies and processes. **Regular Updates:** They should provide regular updates and be proactive in communicating any issues. **7. Trial Period or Contract Terms** **Trial Period:** See if they offer a trial period to evaluate their services without a long-term commitment. **Contract Flexibility:** Look for flexible contract terms that allow for easy termination if the service does not meet expectations. **8. Security Measures** **Data Security:** Ensure they have robust data security measures in place to protect sensitive patient information. **Backup and Recovery:** Check their data backup and recovery plans in case of any data loss incidents. **9. Training and Onboarding** **Onboarding Process:** Assess how they handle the onboarding process and training for your staff. **Support for Transition:** Ensure they provide support during the transition period to avoid disruptions in billing. 10. Reviews and Recommendations **Online Reviews:** Read reviews on platforms like Google, Yelp, or industry-specific forums. **Professional Recommendations:** Seek recommendations from peers or professional organizations. By thoroughly evaluating these factors, you can choose a medical [billing service ](https://www.invensis.net/services/outsourcing-medical-billing)that aligns with your practice’s needs, enhances your billing efficiency, and ultimately contributes to your practice’s financial health.

sanya3245

Make the right choice between React and Vue in 2024

In the world of frontend development and javascript frameworks, Vue and React are the ones that stand...

https://dev.to/salscodes/make-the-right-choice-between-react-and-vue-in-2024-3g09

react, vue, angular, frontend

In the world of frontend development and javascript frameworks, Vue and React are the ones that stand out, but how can you pick between them? what is the distinction between them? My name is Salis Sadiq Gebe a full-stack engineer with over six years of experience, I will highlight the difference between React and Vue by exploring their strengths and weaknesses, What are they good for? So that you can make the right choice. First, let's answer a question that will help you better understand these comparisons. What are React and Vue made for? And why do developer are adopting them? React: Many developers have this idea that React is a javascript framework, but in reality, it's an open-source javascript library made by Facebook in 2011 for building robust interfaces and is one of the most adopted UI libraries in top tech companies. It's easy to use, fast, and scalable, whether you're creating a smile user interface or building complex web applications, React might be your choice. Advantage of React. - It's easy to learn and use: React is user-friendly especially when compared with other frameworks like Angular. If you know a little bit of HTML, CSS, and Javascript you can hit the ground running with React. - It utilizes JSX: Makes it easy for developers to embed HTML, and CSS into Javascript in creating UI components, and also enables developers to write complex logic in their app. - It has reusable components: React makes use of building blocks' reusable components for easy maintenance and to streamline the development process. - Its performance is outstanding: React boosts performance by utilizing virtual DOM, which ensures a smooth and speedy web app. - It is SEO friendly: It speeds up rendering and reduces load time, these are important in search engine ranking. Vue is a progressive Javascript framework for building user interfaces. Since 2014 millions of developers have chosen Vue because it has everything that you need to quickly create and scale performance products whether you're a freelancer, a new startup to mature Enterprise company. Vue is a framework that will give you all the tools for the job no matter how big you're building. Vue has a reactivity system with declarative rendering, which means Vue does all the heavy lifting for you. It has its pre-build router, state management testing tools ... etc. Advantage of Vue - Its Simple: Vue aims for maximum efficiency with minimal effort, it uses single file document that contains HTML, CSS, and Javascript. - It's Typescript-based: It simplifies complicated code into smaller readable parts, the use of Typescript allows developers to spot errors before running the code - It is flexible: Easy to integrate with other frameworks. It turns out that both React and Vue are greater choices. Vue stands out for its flexibility, performance, and good documentation, on the other hand, React excels in more adoption and third-party tools, and robust community support. But which one is better for us? There is no right answer here because both Vue and React can be good for different project requirements, goals, and even types of development teams. Vue is ideal for lightweight and flexible projects, especially with high interactivity. React on the other is ideal for high scalability and maintainable projects, especially those requiring extensive customization. But these are just technical aspects and there are other aspects to consider like support, community, and personnel preferences. According to my experience, you choose a technology that your team is more familiar with. When it comes to career opportunity and advancement both React and Vue are in high demand, according to Glassdoor average salary for Vue developers in the US is around 95k/yr, and when it comes to React it is around 88k/yr. So getting skills in React and Vue makes a lot of sense. If you found this content enjoyable please don't forget to follow for more. Also, I would like to use this medium to tell you guys that I have signed up for an HNG internship to enhance my tech skills, expand my network, get mentorship, and also for more career opportunities. to learn more about HNG internship you can click the link [here](https://hng.tech/internship). and they have [premium space]( https://hng.tech/premium ) where you can collaborate and access more jobs in the industry Thank you.

salscodes

Trusted Temperature Sensor Transmitter Manufacturer: Ensuring Accuracy and Reliability

The Leading Name as Temperature Sensor Transmitter Manufacturer: Assurance of Maximum Accuracy and...

https://dev.to/georgia_kcurielts_4406f/trusted-temperature-sensor-transmitter-manufacturer-ensuring-accuracy-and-reliability-2hcb

design

The Leading Name as Temperature Sensor Transmitter Manufacturer: Assurance of Maximum Accuracy and ReliabilityFACTBEAT Do you need a reliable temperature sensor transmitter to help monitor the temperature around where? If so, you're in luck! In this case, all you need to do is trust the best temperature sensor transmitter manufacturer giving you exclusiveness in measuring temperatures so that reliable solutions are found for your requirements. USe of Temperature Sensor Transmitter A temperature sensor transmitter offers various benefits for temperature monitoring rather than traditional temp sensors. Its major advantages are Running without any Electromagnetic heat flow meter wire or pipe, so for monitoring purpose no need to present at near sensor These transmitters are also responsible for providing better accuracy over traditional sensors, making it an appealing option to be chosen among all. Temperature Sensor Technology Innovation Temperature sensors technology has progressed over time and the advent of wireless temperature sensor transmitters is an excellent occurrence in this realm. The reliability and precision of these transmitters have transformed the landscape for monitoring temperatures, allowing more accuracy through readings while streamlining data complete processes. Also, the latest advancement in technology has minimized sensors to an extent that it can withstand extreme environmental situations with ease. Temperature Sensor Transmitter Safety Features The transmitter of the temperature sensor comes with several safety features to guarantee that the reading is accurate and also engineered not only protection from accidents. In particular, some sensors include an alarm which can trigger when the Ultrasonic flow meter temperature exceeds a certain level, useful for when it is very important that things maintain their heat - like in labs. How to Utilize a Temperature Sensor Transmitter Using a temperature sensor transmitter is very easy. Have the sensor in place where you want to read a temperature value, and turn it on. After that, the sensor will start sending information to a receiver or monitoring application through which you're able and be Instantly linked with latest conditions. From a Trusted Manufacturer, Service and Quality Choosing the most trusted temperature sensor transmitter maker means only top-caliber products and outstanding service, too. Your best bet is to work with those manufacturers who have been around for a while and built up solid reputations over time, you want sensors that meet your specific requirements well. Temperature Sensors Uses A wide variety of users and applications for temperature sensors, ranging from labs to manufacturing facilities to hospitals & storage units Besides that, these sensors are used in household or domestic environment to keep a check on the heat and wetness level of surroundings. Whatever your requirements, a reputable temperature sensor transmitter manufacturer can provide you with the perfect suited sensor for the job. Ultimately, the use of a temperature sensor transmitter for measuring temperatures brings with it many advantages which include accuracy in readings, data transmission without wires and integrated strategies to protectencing. Temperature sensors are more accurate and reliable today than ever before due to the latest technological developments. Forgoing good manufacturers will earn only poor quality from a purchased sensor transmitter and less than acceptable serviceorgt at the end of the Electromagnetic flow meter investment. This is how temperature plays its role for different industries, in fact with the help of these sensors they take better decisions about controlling temperatures at their vicinity. So why delay? Get yourself a temperature sensor transmitter now and enjoy the benefits of excellent quality and correct real period temperatures measurements.

georgia_kcurielts_4406f

How Anayasmi Infotech Transforms Businesses with Cutting-Edge Technology

In today's fast-paced digital world, businesses need innovative solutions to stay competitive. This...

https://dev.to/anayasmi123/how-anayasmi-infotech-transforms-businesses-with-cutting-edge-technology-bjn

javascript, learning, java, database

In today's fast-paced digital world, businesses need innovative solutions to stay competitive. This is where Anayasmi Infotech comes into play. We specialize in providing cutting-edge technology services that help businesses grow and succeed. Here's more about what we offer:  **Application Development** At Anayasmi Infotech, we create custom [mobile applications](https://anayasmi.com/web-app-development/) tailored to your specific needs. Whether you want to develop an app for iOS, Android or both, our team of experts can bring your vision to life. We focus on creating user-friendly and powerful apps that engage your audience and drive results. **Web Development** Your website is often the first impression potential customers have of your business. That's why having a well-designed and functional website is so important. Our [web development](https://anayasmi.com/web-app-development/) team specializes in creating responsive, visually appealing websites that provide a seamless user experience. We make sure your website is optimized for speed and search engines, helping you reach a wider audience. **AI/ML Services** [Artificial Intelligence (AI) and Machine Learning (ML)](https://anayasmi.com/ai-ml-services/) are transforming industries by automating processes and providing deep insights. Anayasmi Infotech provides AI and ML solutions that help businesses make data-driven decisions, improve efficiency and stay ahead of the competition. From predictive analytics to intelligent automation, we harness the power of AI and ML to drive innovation. **IT Consulting and Strategy** Navigating the complex world of technology can be difficult. Our IT consulting and strategy services are designed to guide you through the digital landscape. We work closely with you to understand your business goals and develop a customized IT strategy that aligns with your vision. Our experts provide valuable insights and recommendations to help you make informed decisions and achieve long-term success. **Technical Workforce Training** Technology is constantly evolving, and it's important for your team to stay abreast of the latest trends and tools. We offer technology-based workforce training programs that equip your workforce with the knowledge and skills they need to succeed in the digital environment. Our training is tailored to meet the unique needs of your business and ensure your team is competitive and productive. **Custom Software Development** Every business has unique needs and off-the-shelf software solutions may not always be appropriate. That's why we offer custom software development services. Our experienced team of developers will work closely with you to create custom software solutions that meet your specific challenges and requirements. Whether you need a new application, system integration or software enhancements, we have a solution for you. **Artificial Intelligence and Machine Learning Services** We provide advanced [artificial intelligence and machine learning](https://anayasmi.com/ai-ml-services/) services that help businesses realize the full potential of these technologies. Our solutions include data analytics, natural language processing, computer vision and more. By integrating AI and ML into your operations, you can improve productivity, improve customer experience and gain a competitive advantage. Anayasmi Infotech is passionate about helping businesses succeed in the digital age. Our wide range of services ensures that we can meet all your technology needs. Contact us today and we'll tell you how we can support your company's growth and change..

anayasmi123

How Anayasmi Infotech Transforms Businesses with Cutting-Edge Technology

In today's fast-paced digital world, businesses need innovative solutions to stay competitive. This...

https://dev.to/anayasmi123/how-anayasmi-infotech-transforms-businesses-with-cutting-edge-technology-25e3

javascript, learning, java, database

In today's fast-paced digital world, businesses need innovative solutions to stay competitive. This is where Anayasmi Infotech comes into play. We specialize in providing cutting-edge technology services that help businesses grow and succeed. Here's more about what we offer:  **Application Development** At Anayasmi Infotech, we create custom [mobile applications](https://anayasmi.com/web-app-development/) tailored to your specific needs. Whether you want to develop an app for iOS, Android or both, our team of experts can bring your vision to life. We focus on creating user-friendly and powerful apps that engage your audience and drive results. **Web Development** Your website is often the first impression potential customers have of your business. That's why having a well-designed and functional website is so important. Our [web development](https://anayasmi.com/web-app-development/) team specializes in creating responsive, visually appealing websites that provide a seamless user experience. We make sure your website is optimized for speed and search engines, helping you reach a wider audience. **AI/ML Services** [Artificial Intelligence (AI) and Machine Learning (ML)](https://anayasmi.com/ai-ml-services/) are transforming industries by automating processes and providing deep insights. Anayasmi Infotech provides AI and ML solutions that help businesses make data-driven decisions, improve efficiency and stay ahead of the competition. From predictive analytics to intelligent automation, we harness the power of AI and ML to drive innovation. **IT Consulting and Strategy** Navigating the complex world of technology can be difficult. Our IT consulting and strategy services are designed to guide you through the digital landscape. We work closely with you to understand your business goals and develop a customized IT strategy that aligns with your vision. Our experts provide valuable insights and recommendations to help you make informed decisions and achieve long-term success. **Technical Workforce Training** Technology is constantly evolving, and it's important for your team to stay abreast of the latest trends and tools. We offer technology-based workforce training programs that equip your workforce with the knowledge and skills they need to succeed in the digital environment. Our training is tailored to meet the unique needs of your business and ensure your team is competitive and productive. **Custom Software Development** Every business has unique needs and off-the-shelf software solutions may not always be appropriate. That's why we offer custom software development services. Our experienced team of developers will work closely with you to create custom software solutions that meet your specific challenges and requirements. Whether you need a new application, system integration or software enhancements, we have a solution for you. **Artificial Intelligence and Machine Learning Services** We provide advanced [artificial intelligence and machine learning](https://anayasmi.com/ai-ml-services/) services that help businesses realize the full potential of these technologies. Our solutions include data analytics, natural language processing, computer vision and more. By integrating AI and ML into your operations, you can improve productivity, improve customer experience and gain a competitive advantage. Anayasmi Infotech is passionate about helping businesses succeed in the digital age. Our wide range of services ensures that we can meet all your technology needs. Contact us today and we'll tell you how we can support your company's growth and change..

anayasmi123

LED Lighting Solutions Market: Key Drivers and Restraints Influencing the Sector

The LED lighting solutions market, valued at US$ 67,821.4 million in 2022, is projected to grow to...

https://dev.to/swara_353df25d291824ff9ee/led-lighting-solutions-market-key-drivers-and-restraints-influencing-the-sector-4cgl

 The [LED lighting solutions market](https://www.persistencemarketresearch.com/market-research/led-lighting-solutions-market.asp), valued at US$ 67,821.4 million in 2022, is projected to grow to US$ 75,001.8 million by the end of 2023, with an anticipated compound annual growth rate (CAGR) of 11.1% from 2023 to 2033. LED lighting solutions utilize light-emitting diode technology, known for its superior energy efficiency compared to CFL and incandescent bulbs, resulting in lower electricity costs. This efficiency, coupled with increasing urbanization, industrialization, and population growth, drives market expansion. In 2022, the South Asia and Pacific region held the largest market share at 29.1%, expected to maintain its lead. North America accounted for 21.1% of the market in 2022. Commercial LED lighting solutions dominated with a 42.3% market share, reflecting their widespread adoption across industrial, infrastructure, and residential sectors. The global LED lighting solutions market continues to evolve rapidly, driven by a combination of technological advancements, regulatory initiatives, and shifting consumer preferences towards energy-efficient and sustainable lighting alternatives. As the market expands across residential, commercial, industrial, and outdoor sectors, several key drivers and restraints are shaping its trajectory. **Key Drivers** Energy Efficiency Imperatives: One of the primary drivers propelling the LED lighting solutions market is the increasing emphasis on energy efficiency. LED technology offers significant energy savings compared to traditional lighting sources, consuming up to 50% less energy while delivering superior performance and longevity. Regulatory measures promoting energy efficiency standards and phasing out inefficient lighting technologies further accelerate market adoption. Technological Advancements: Ongoing innovations in LED technology, such as improvements in efficacy, color rendering capabilities, and smart lighting functionalities, drive market growth. Advancements in IoT integration enable LED lighting systems to operate as interconnected networks, offering features like remote monitoring, adaptive controls, and data analytics for enhanced energy management and operational efficiency. Sustainability Initiatives: Growing awareness of environmental sustainability and carbon footprint reduction fuels demand for LED lighting solutions. Governments, businesses, and consumers are increasingly opting for eco-friendly lighting alternatives that contribute to energy conservation, reduced greenhouse gas emissions, and compliance with global sustainability goals. Cost Savings and Long-Term Benefits: LED lighting solutions offer significant cost savings over their lifecycle, despite higher initial investments. Lower maintenance costs, longer operational lifespan, and reduced energy consumption contribute to substantial financial benefits for end-users, making LED lighting a cost-effective investment in the long run. Urbanization and Infrastructure Development: Rapid urbanization, coupled with infrastructure development projects, drives demand for LED lighting solutions in urban and industrial applications. Smart city initiatives and urban redevelopment projects incorporate LED lighting to enhance public safety, improve aesthetic appeal, and support sustainable urban growth. **Key Restraints** High Initial Costs: The upfront costs associated with purchasing and installing LED lighting systems can be prohibitive for some consumers and businesses, particularly in emerging economies. Although prices have decreased over the years, achieving widespread market penetration requires overcoming cost barriers through incentives, subsidies, and economies of scale. Perceived Quality and Compatibility Concerns: Some consumers and businesses may perceive LED lighting products as inferior in quality or incompatible with existing infrastructure due to variations in product specifications, standards, and compatibility issues with dimmers and lighting controls. Addressing these concerns through education, standardization, and improved product reliability is essential to enhancing market confidence and adoption rates. Technological Complexity and Integration Challenges: The integration of smart lighting technologies, such as IoT platforms and wireless connectivity, introduces complexities related to system interoperability, cybersecurity risks, and data privacy concerns. Overcoming these challenges requires robust technological solutions, industry collaboration, and adherence to regulatory guidelines to ensure seamless integration and operational reliability. Regulatory and Policy Uncertainties: Regulatory frameworks and policy changes related to energy efficiency standards, environmental regulations, and trade tariffs can impact market dynamics and investment decisions within the LED lighting solutions market. Uncertainties surrounding regulatory compliance and enforcement may influence market expansion strategies and investment priorities for stakeholders. Market Saturation in Developed Regions: In mature markets such as North America and Europe, the LED lighting solutions market may face challenges related to market saturation and replacement cycles. Sustaining growth requires continuous innovation, diversification of product offerings, and targeted marketing strategies to capture new market segments and applications. **Future Outlook** Despite these challenges, the outlook for the global LED lighting solutions market remains optimistic, driven by technological innovation, regulatory support for energy efficiency, and increasing consumer demand for sustainable lighting solutions. Stakeholders across the value chain—from manufacturers and suppliers to policymakers and consumers—are poised to capitalize on emerging opportunities and address market dynamics to foster continued growth and innovation in the LED lighting sector. As the industry continues to evolve, advancements in smart lighting technologies, expanding applications in smart city projects, and investments in research and development will play a pivotal role in shaping the future of LED lighting solutions worldwide.

swara_353df25d291824ff9ee

AI-Generated Girls: Guide on Developing AI Girl Generator

Dive into the hot trend of AI-generated girls. Explore our blog for the ultimate guide on developing...

https://dev.to/novita_ai/ai-generated-girls-guide-on-developing-ai-girl-generator-23jj

Dive into the hot trend of AI-generated girls. Explore our blog for the ultimate guide on developing an AI girl generator. ## Introduction In the ever-evolving landscape of Artificial Intelligence, AI-generated girls have emerged as a captivating frontier, blending technology with creativity to create a digital person. You may look for a guide to make one, even create an AI girl generator. No look further! In this blog, we'll show you the comprehensive concept of AI girls and how they are created by an AI girl generator. We'll also provide two guides on creating your own AI girls, including developing your own AI girl generator. Moreover, we'll discuss AI-generated girls' practical use and future developments. Let's explore AI girls now! ## Understanding AI-Generated Girls With their flawless looks, unique styles, and versatility, AI-generated girls are redefining the standard in the digital age. ### What Are AI-Generated Girls? AI-generated girls are virtual humans that are entirely generated by Artificial Intelligence algorithms. They can be customized to suit specific aesthetics, making them popular particularly on social media platforms such as Instagram and TikTok.  ### How Do AI Girl Generators Make AI-Generated Girls? AI girl generators blend Artificial Intelligence algorithms and computer graphics. AI algorithms analyze vast amounts of data, including images, videos, and fashion trends, to generate lifelike virtual models. By utilizing machine learning skills to understand patterns and features, these generators then create stunning AI girls that are virtually indistinguishable from real humans.  ## How to Create Your AI-Generated Girls With a powerful and easy-to-use AI girl generator, you can create your AI-generated girls effortlessly. Here we introduce two ways to the AI girls generation. Come and have a try! ### Develop Your Own AI Girl Generator Once you have the APIs for the AI girls generation, it's a straightforward process to develop an AI girl generator that can be trained as you desire. In this way, you can create AI girls with all the functions you want.  - Step 1: Visit the **[Novita AI](https://novita.ai/)** website and sign up for an account. It's free to get started! - Step 2: Navigate to "API" and find the APIs you want. Novita AI features 100+ APIs including "**[Text to Image](https://novita.ai/reference/image_generator/text_to_image.html)**" for AI girls' image generation, "**[LLM API](https://novita.ai/reference/llm/llm.html)**" for AI girl chatbots and more.  - Step 3: Obtain the API key. - Step 4: Set up your development environment. - Step 5: Use the API key to make your API requests and figure out a suitable response. - Step 6: Once you check everything is ok, you can try to operate your generator.  ### Directly Use An AI Girl Generator in the Market As AI girls have set off a hot trend around the world, **[AI girl generators](https://blogs.novita.ai/best-5-ai-girl-generators-for-realistic-creations-in-2024/)** with various functions have emerged on the market. However, all of them have pros and cons, so choosing a good one is crucial to the creative process. In addition to being an API platform, Novita AI also provides a playground to directly create an AI-generated girl in various styles. For developers, the playground can be used to test and train their models. Then, let's take image-to-image as an example.  - Step 1: Navigate to "**[img2img](https://novita.ai/playground#img2img)**" in its "playground". - Step 2: Select the model from the list that you want. Novita AI offers 1000+ models to choose from, from anime and digital art to the newest **[Stable Diffusion 3](https://blogs.novita.ai/stable-diffusion-3-api-now-available-on-novita-ai/)** model.  - Step 3: Upload the original image that you want to change into an animated version. - Step 4: Input the "Prompt" and "Negative Prompt" to describe what you want your AI girl to be, and set the parameters according to your needs.  - Step 5: Click the "Generate" button and your AI girl will be generated in just a few seconds.  ## Practical Use Cases of AI-Generated Girls AI-generated girls have potential in various sectors, offering innovative solutions to improve efficiency, personalization, and engagement. ### AI Girl Chatbots 24/7 Support AI-generated girls can serve as virtual assistants in customer service, providing 24/7 support and handling routine inquiries, thus improving response times and customer satisfaction.  ### Social Media Profiles Enrichment Users can tailor their AI-generated girl avatars to embody distinct characteristics and fashion styles. By customizing the AI girl avatars in various styles from casual and streetwear to high fashion, they can create a completely personal social media profile. ### AI Girl Models in Digital Media AI girl models have seen a surge in popularity on online platforms like Twitter and Instagram, making them a powerful presence in the digital landscape. Their visually appealing aesthetics, combined with their ability to generate engaging content, make them an attractive option for digital influencers and brands looking to reach wider audiences.  ## Ethical Implications of AI-Generated Girls As with any AI application, ethical considerations are paramount. ### Deepfake Concerns and Privacy Issues Deepfake concerns surrounding AI girl images center on the potential for misinformation and manipulation, as these virtual models appear remarkably real, blurring the boundaries between truth and fiction.  ### The Moral and Ethical Debate Over AI Girls The emergence of AI-generated girls has ignited a moral and ethical debate about the boundaries of AI and identity. Discussions center around questions of agency, consent, and societal impact, as these virtual models blur the line between real and virtual.  ## The Future of AI-Generated Girls The potential developments in AI-generated girl technology are vast, with advancements expected in virtual modeling, realism, and versatility. Innovations in AI girl technology may lead to enhanced visual fidelity, intuitive customization, and even more realistic virtual models, promising groundbreaking capabilities and functionalities, and transforming the way virtual models are created, utilized, and experienced.  ## Conclusion In conclusion, AI-generated girls are reshaping the world of virtual models and digital media. With advancements in technology and the increasing popularity of AI girls, we can try to develop our own AI girl generator through APIs to make unique AI girls. In the future, we can expect to see a significant impact on social media platforms and digital media trends. However, it's important to consider the ethical implications and privacy concerns associated with deepfake technology. As the field of AI-girl technology continues to develop, it's an exciting time in the world of virtual models. ## Frequently Asked Questions about AI-Generated Girls ### What if I'm not Satisfied with the Generated Character? Simply adjust the prompt or experiment with different styles to fine-tune and perfect your character until achieve the desired outcome. ### Are AI-Generated Girls Redefining the Concept of Models? AI-generated girls are reshaping the standards in the industry by representing diversity, inclusivity, and limitless artistic possibilities, reflecting the changing dynamics of contemporary society. > Originally published at [Novita AI](https://blogs.novita.ai/the-future-of-virtual-models-ai-generated-girls/?utm_source=dev_image&utm_medium=article&utm_campaign=ai-girl) > [Novita AI](https://novita.ai/?utm_source=dev_image&utm_medium=article&utm_campaign=ai-girl-generator-for-ai--generated-girls) is the all-in-one cloud platform that empowers your AI ambitions. With seamlessly integrated APIs, serverless computing, and GPU acceleration, we provide the cost-effective tools you need to rapidly build and scale your AI-driven business. Eliminate infrastructure headaches and get started for free - Novita AI makes your AI dreams a reality.

novita_ai

Integrate LLMs into spaCy NLP Pipeline

To leverage the power of LLM models in NLP workflows, need to integrate LLMs into the spaCy NLP...

https://dev.to/codetradeindia/integrate-llms-into-spacy-nlp-pipeline-3ikg

llm, spacy, nlp, ai

To leverage the power of LLM models in NLP workflows, need to integrate LLMs into the spaCy NLP pipeline. spaCy is a popular **[NLP library](https://www.codetrade.io/blog/the-battle-of-the-nlp-libraries-flair-vs-spacy/)** that offers robust tools for various language processing requirements. Combining the strengths of spaCy with the flexibility of the LLM prompt using the **‘spacy-llm’** library helps to enhance NLP capabilities. Here let’s explore steps to know how to integrate LLMs into spaCy NLP pipeline. ## **Steps to Integration of LLMs into spaCy NLP Pipeline**  For the integration of LLMs into spaCy we use the spaCy-llm library. Our **[AI and ML software development](https://www.codetrade.io/ai-ml-development/)** experts provide a complete example of LLM provider OpenAI. (We can also use other LLMs compatible APIs to execute this example). **Step 1:** **Install Required Libraries** Ensure the following libraries are installed in your Python environment. ``` $ pip install spacy $ pip install spacy-llm ``` **Step 2:** **Import Necessary Modules** For this example, we need to import spacy and os modules to execute the complete process. ``` import spacy import os ``` **Step 3:** **Set Up Your LLM API Key** If you intend to use a cloud-based LLM, obtain an API key from the provider (e.g., OpenAI) and set the OPENAI_API_KEY environment variable: ``` os.environ["OPENAI_API_KEY"] = "your_api_key" # Replace with your actual key ``` **Step 4:** **Load a Blank spaCy Model (or Create a Custom One)** Create a blank spaCy nlp object to serve as the foundation for your custom pipeline: ``` try: nlp = spacy.blank("en") ``` **Step 5:** **Create the NER Component and Add it to the Pipeline** Extend the nlp pipeline by adding the llm_ner component using nlp.add_pipe(). ``` llm_ner = nlp.add_pipe("llm_ner") ``` **Click the given link to read the full article in detail.** **[Simple Way to Integrate LLMs into spaCy NLP Pipeline](https://www.codetrade.io/blog/simple-way-to-integrate-llms-into-spacy-nlp-pipeline/)** ---

codetradeindia

Vegas 79 – Cá Cược Euro NẠP - RÚT 5 PHÚT

Vegas 79 – Cá Cược Euro NẠP - RÚT 5 PHÚT Vstar79 Blog là website cá cược thể thao, bóng đá trực tiếp...

https://dev.to/vstar79blog/vegas-79-ca-cuoc-euro-nap-rut-5-phut-2fee

Vegas 79 – Cá Cược Euro NẠP - RÚT 5 PHÚT Vstar79 Blog là website cá cược thể thao, bóng đá trực tiếp UY Tín nhất hiện nay, mới nhất 2024. Nạp - RÚT chỉ trong vòng 5 phút. Hoạt động về mảng cá cược trực tuyến cho đến nay hơn 10 năm, Xem thêm tại : https://vstar79.blog/ Đánh giá NHÀ CÁI VEGAS 79 Hoạt động về mảng cá cược trực tuyến cho đến nay hơn 10 năm, Vegas 79 đã cận kề được con số hơn Tỷ lệ người chơi đánh bạc, hàng ngày với hàng Tỷ lệ truy cập vào web mỗi ngày. Chính vì thế đội ngũ nhân viên đã khảo sát qua từng dân chơi và đưa ra những ưu & nhược điểm của Vegas 79 cho mọi người tham khảo một cách khách quan nhất : Ưu điểm Vegas79 : + Uy tín – Minh bạch – Bảo mật + Thương hiệu nhà cái đứng đầu tại Việt Nam + Giao diện đơn giản, dễ thao tác + Hệ thống game đa dạng, nhiều game độc ​​quyền trên Vegas 79 + Rút tiền – Nạp tiền đa dạng dạng, xử lý nhanh + Hỗ trợ đa ngôn ngữ : Tiếng Anh, Tiếng Việt + CSKH nhiệt tình, nhanh chóng 24/7 Khuyết điểm Vegas 79 : + Không quảng cáo rầm rộ, hạn chế dân chơi biết đến + Màu sắc website đơn thuần, không bắt mắt + m thanh, màu sắc trong game còn hạn chế Nhà cái Vegas 79 phát triển đa nền tảng các thể loại cá cược đủ loại hình . Cá cược thông qua các môn thể thao lớn trên thế giới như cá cược bóng đá , cá cược bóng rổ hay game esports . Các giải bóng đá có sự góp mặt của Vegas79 trong bản quyền xem free trực tuyến bao gồm Xem bóng đá trực tiếp ngoại hạng Anh Xem bóng đá trực tiếp La Liga Xem bóng đá trực tiếp C1 – Champions League Xem bóng đá trực tiếp vòng loại World Cup Xem bóng đá trực tiếp Euro cấp Châu Lục Các thể loại game có sự góp mặt của vegas79 bao gồm Game bắn cá đổi thưởng Game đánh bài đổi thưởng Vegas Live Casino Đá gà trực tiếp máu 67 Bắn cá nổ hũ club vip Tất cả điểm nổi bật trên là một phần của hệ sinh thái trò chơi tại đây , nếu quan tâm hơn bạn có thể tận tình đến với những thể loại khác như Lô đề online Soi cầu xổ số Giải mộng giấc mơ

vstar79blog

The Future of QA: How AI is Transforming Automation Testing Tools

The landscape of software development is evolving at a breakneck pace, and quality assurance (QA) is...

https://dev.to/perfectqa/the-future-of-qa-how-ai-is-transforming-automation-testing-tools-3an

testing

The landscape of software development is evolving at a breakneck pace, and quality assurance (QA) is no exception. Traditional methods of testing, which often rely on manual efforts, are being rapidly replaced by automation testing tools. These tools not only accelerate the testing process but also enhance the accuracy and reliability of the results. However, as applications become more complex and user expectations rise, even automation needs a boost. Enter Artificial Intelligence (AI) – the game-changer in the realm of automation testing tools. Understanding Automation Testing Tools Before delving into the transformative impact of [AI automation testing tools](https://www.perfectqaservices.com/post/ai-automation-testing-tools), it's essential to understand what these tools are and their fundamental benefits. Automation testing tools are software applications designed to automate the process of testing software. These tools execute pre-scripted tests on a software application before it is released into production. They compare the actual outcomes with the expected results, thereby identifying any discrepancies that may exist. The core benefits of automation testing tools include: Speed and Efficiency: Automation testing tools significantly reduce the time required to test a software application by running multiple tests simultaneously. Consistency: These tools perform tests in a consistent manner, eliminating the variability that can occur with manual testing. Reusability: Test scripts can be reused across different test cycles, saving time and effort. Scalability: Automation tools can handle large volumes of tests, which is particularly useful for large-scale applications. Cost-Effectiveness: By reducing the need for extensive manual testing, automation tools can lower overall testing costs. The Role of AI in Automation Testing Tools AI enhances the capabilities of automation testing tools by introducing intelligence and adaptability. Unlike traditional automation tools that follow predefined scripts, AI-powered tools can learn, adapt, and make decisions based on data. This results in smarter, more efficient testing processes. Here’s how AI is transforming automation testing tools: Test Case Generation: AI can automatically generate test cases based on the application's usage patterns and historical data. This ensures that the most critical functionalities are tested more thoroughly, leading to better test coverage and fewer missed defects. Predictive Analysis: AI algorithms can analyze historical test data to predict potential problem areas in the application. This allows QA teams to focus their testing efforts on the most vulnerable parts of the software, enhancing the overall efficiency of the testing process. Self-Healing Test Scripts: One of the significant challenges in automation testing is maintaining test scripts, as they can break due to changes in the application's UI or underlying code. AI-powered tools can automatically update these scripts by identifying and adapting to changes, reducing maintenance efforts and ensuring continuous testing. Enhanced Accuracy: AI algorithms can detect patterns and anomalies that might be missed by human testers or traditional automation tools. This leads to more accurate defect identification and fewer false positives. Natural Language Processing (NLP): AI-powered automation testing tools can leverage NLP to understand and execute test cases written in natural language. This makes it easier for non-technical stakeholders to contribute to the testing process, fostering better collaboration within the development team. Visual Testing: AI can enhance visual testing by comparing visual aspects of the application across different versions. This helps in identifying UI/UX inconsistencies that might impact the user experience. Continuous Testing and Integration: AI enables continuous testing and integration by automating the entire testing lifecycle, from test creation to execution and reporting. This ensures that testing keeps pace with the rapid development cycles of modern agile and DevOps environments. Popular AI-Powered Automation Testing Tools The market for AI-powered automation testing tools is growing rapidly, with several innovative solutions emerging. Here are some of the most popular ones: Testim: Testim leverages AI to create, execute, and maintain automated tests. Its self-healing capabilities automatically update test scripts as the application evolves, reducing maintenance efforts. Testim also provides detailed insights into test results, helping teams identify and resolve issues quickly. Applitools: Applitools focuses on visual testing, using AI to ensure that the visual appearance of applications remains consistent across different browsers and devices. Its Visual AI technology can detect visual bugs and discrepancies that traditional testing tools might miss. Functionize: Functionize combines AI and machine learning to automate the entire testing process. It can generate test cases based on user interactions, perform cross-browser testing, and provide detailed analytics on test results. Functionize's self-healing tests adapt to changes in the application, ensuring reliable test execution. Mabl: Mabl integrates AI and machine learning to create intelligent, self-healing test scripts. It continuously learns from user interactions and application changes, updating test scripts accordingly. Mabl also provides robust reporting and analytics, helping teams make data-driven decisions. Selenium: Selenium, one of the most widely used automation testing tools, has also incorporated AI capabilities. With AI integrations, Selenium can now offer more intelligent test script maintenance and enhanced test coverage analysis. Appvance: Appvance AI-driven testing platform uses machine learning to create and execute test cases automatically. It focuses on enhancing test coverage and reducing the time required for test creation and maintenance. Eggplant: Eggplant uses AI and machine learning to perform intelligent test automation. It can simulate user interactions, analyze application behavior, and provide actionable insights to improve product quality. Benefits of AI-Powered Automation Testing Tools AI-powered automation testing tools offer several advantages over traditional testing methods: Improved Test Coverage: AI can analyze vast amounts of data and generate test cases that cover more scenarios than manual testing. This leads to better test coverage and higher-quality software. Reduced Maintenance Efforts: Self-healing test scripts reduce the need for manual updates, allowing QA teams to focus on more critical tasks. Faster Time-to-Market: AI-powered tools accelerate the testing process, enabling faster release cycles and quicker time-to-market for software products. Cost Savings: By automating repetitive tasks and reducing the need for manual testing, AI-powered tools can significantly lower testing costs. Enhanced Collaboration: With AI capabilities like NLP, non-technical stakeholders can contribute to the testing process, fostering better collaboration within the development team. Increased Accuracy: AI algorithms can detect patterns and anomalies that might be missed by human testers or traditional automation tools, leading to more accurate defect identification. Challenges and Considerations While AI-powered automation testing tools offer numerous benefits, there are also challenges and considerations to keep in mind: Initial Setup and Learning Curve: Implementing AI-powered tools requires an initial investment in terms of time and resources. Teams may also face a learning curve as they adapt to new technologies and methodologies. Data Quality: AI algorithms rely on high-quality data for training and analysis. Ensuring the availability of clean, relevant data is crucial for the success of AI-powered testing. Integration with Existing Systems: Integrating AI-powered tools with existing systems and workflows can be complex. Teams must ensure that the new tools seamlessly integrate with their current development and testing processes. Continuous Monitoring and Optimization: AI models need continuous monitoring and optimization to ensure their effectiveness. Teams must be prepared to regularly update and fine-tune their AI algorithms based on new data and changing application requirements. Cost: While AI-powered tools can lead to cost savings in the long run, the initial investment can be significant. Businesses must carefully evaluate the return on investment before implementing these tools. Future Trends in AI-Powered Automation Testing The field of AI-powered automation testing is rapidly evolving, with several exciting trends on the horizon: Increased Adoption of AI in Test Management: As AI technology matures, more organizations will adopt AI-powered tools for managing their entire testing lifecycle, from test creation to execution and reporting. AI-Driven DevOps: AI will play a more significant role in DevOps practices, enabling continuous testing and integration. AI algorithms will automate the testing process, ensuring that quality is maintained throughout the development cycle. Enhanced Collaboration and Communication: AI-powered tools will continue to improve collaboration between technical and non-technical stakeholders. NLP and other AI capabilities will make it easier for everyone involved in the development process to contribute to testing efforts. Advanced Test Data Generation: AI algorithms will generate more sophisticated test data, ensuring that applications are tested under realistic conditions. This will lead to better test coverage and more reliable software. Increased Focus on Security Testing: AI-powered tools will be used to enhance security testing, identifying vulnerabilities and potential threats more effectively. This will be particularly important as cyber threats become more sophisticated. AI-Enhanced Performance Testing: AI will be used to optimize performance testing, identifying performance bottlenecks and providing actionable insights for improvement. AI-Powered Code Analysis: AI algorithms will be used to analyze code and identify potential issues before they become problems. This will lead to more robust and reliable software. Conclusion AI is revolutionizing the world of automation testing tools, offering unprecedented capabilities that enhance the speed, accuracy, and efficiency of the testing process. By leveraging AI, businesses can improve test coverage, reduce maintenance efforts, accelerate time-to-market, and ultimately deliver higher-quality software. While there are challenges to consider, the benefits of AI-powered automation testing tools far outweigh the drawbacks, making them an essential component of modern QA strategies. As AI technology continues to evolve, we can expect even more innovative solutions and trends to emerge, further transforming the landscape of automation testing. For businesses looking to stay ahead in the competitive software development market, embracing AI-powered automation testing tools is not just an option – it's a necessity.

perfectqa

Deccan Odyssey Train: Where History Meets Modernity on Rails

Imagine waking up to the gentle clickety-clack of train wheels, sunlight streaming through panoramic...

https://dev.to/deccanodysseys/deccan-odyssey-train-where-history-meets-modernity-on-rails-8fe

Imagine waking up to the gentle clickety-clack of train wheels, sunlight streaming through panoramic windows, and the majesty of a bygone era unfolding before your very eyes. This is the magic of the Deccan Odyssey train, a luxurious journey through India that seamlessly blends the rich tapestry of history with the unparalleled comfort of modern amenities. History Unveiled: A Journey Through Time Your Deccan Odyssey adventure begins as you delve into the heart of India’s historical legacy. The Golden Triangle, a must-see for any traveler, awaits with its iconic monuments. Here, you’ll stand in awe of the shimmering white marble of the Taj Mahal, a timeless testament to love. The Agra Fort, a powerful Mughal stronghold, whispers tales of emperors and battles. Fatehpur Sikri, a deserted yet magnificent city, offers a glimpse into the grandeur of a bygone era. But the Deccan Odyssey’s journey doesn’t stop there. As you travel beyond the Golden Triangle, prepare to be further enchanted by a treasure trove of historical sites. The Ajanta and Ellora Caves, with their intricate carvings and frescoes, are a marvel of ancient Indian art. Hampi, the erstwhile capital of the Vijayanagara Empire, transports you back to a time of opulence and power. In Khajuraho, the magnificent temples, adorned with exquisite sculptures, stand as a testament to India’s artistic heritage. A Modern Marvel on Rails: The Deccan Odyssey Experience While steeped in history, the Deccan Odyssey train offers the ultimate in contemporary comfort. Imagine stepping into a palace on wheels. Your opulent cabin, complete with plush furnishings and a private bathroom, becomes your haven of relaxation. Fine dining experiences tantalize your taste buds with delectable Indian and international cuisines. An onboard spa provides a sanctuary of pampering, allowing you to unwind after a day of exploration. Experiences Beyond Compare: Curated Tours and Local Immersion The Deccan Odyssey train goes beyond sightseeing. Expertly curated tours and activities bring the past to life. Explore charming villages, embark on heritage walks through ancient cities, and witness captivating cultural performances. These immersive experiences provide a window into the soul of India, allowing you to connect with the warmth and vibrancy of its local life. A Journey Like No Other The Deccan Odyssey train is more than just a journey; it’s an experience that lingers long after the final whistle blows. It’s a chance to weave through the corridors of time, to marvel at architectural wonders, and to create memories that will be cherished forever. Embark on Your Deccan Odyssey Are you ready to embark on a voyage where history meets modern luxury? Visit the official website of the Deccan Odyssey to explore the various itineraries and book your unforgettable adventure. The Deccan Odyssey train awaits to take you on a journey unlike any other. 

deccanodysseys

4K USB Camera Solutions for Superior Imaging Performance

Today's fast-paced digital environment is driving up demand for high-quality image solutions across...

https://dev.to/finnianmarlowe_ea801b04b5/4k-usb-camera-solutions-for-superior-imaging-performance-55m0

4kusbcamera, usbcamera, 4kcamera, photography

 Today's fast-paced digital environment is driving up demand for high-quality image solutions across a wide range of businesses. The utilization of 4K USB cameras is transforming the way we gather, transmit, and analyze visual data in a variety of applications, from industrial automation and smart city applications to video conferencing and monitoring. Without naming any particular products, this article discusses how **[4K USB camera](https://www.vadzoimaging.com/product-page/ar0821-4k-hdr-usb-3-0-camera)**s have revolutionized imaging performance by showcasing their improved capabilities and versatility. **Comprehending 4K USB Cameras** How do 4K USB cameras work? Often referred to as 4K webcams or USB cameras, 4K USB cameras are sophisticated imaging devices with the ability to record extremely high resolution video. They are compatible with a wide number of devices, including PCs, laptops, and specialized systems used in a variety of industries, thanks to their use of USB connectivity. **Crucial Elements of USB 4K Cameras** High Resolution: 4K USB cameras offer remarkable clarity and detail with a resolution of 3840x2160 pixels, making them perfect for applications that need precise imaging. Improved Color Accuracy: Lifelike images are ensured by advanced color reproduction, which is important for jobs like content development and medical imaging. Low-Light Performance: A lot of 4K USB cameras have low-light enhancing features built in, which makes them appropriate for both daytime and nighttime use. **Utilizations in All Sectors** 1. Telepresence and video conferencing When it comes to business communications, 4K USB cameras provide incredibly clear images that improve the video conferencing experience. These cameras improve virtual meetings with crisp image clarity and seamless video transmission, whether they are utilized in boardrooms or home offices. 2. Security and Surveillance 4K USB cameras offer security systems unmatched detail, allowing operators to precisely monitor enormous regions. Because of the high resolution, security monitoring is improved in both indoor and outdoor settings by ensuring that important details are accurately captured. 3. Automation in Industry 4K USB cameras are essential for quality assurance and process automation in manufacturing and industrial environments. Their precise color reproduction and high resolution make it easier to identify product flaws and efficiently monitor production processes. 4. Solutions for Smart Cities 4K USB cameras are being installed in cities more frequently for smart city projects including environmental monitoring, public safety, and traffic control. These cameras record crisp, live imagery that improves urban efficiency and helps with decision-making. **Benefits of Using USB Cameras in 4K** 1. Adaptability and Harmony 4K USB cameras are simple to integrate into current systems because they connect over USB, eliminating the need for complicated setup processes. Their adaptability across numerous applications is ensured by their compatibility with a wide range of operating systems and software platforms. 2. Improved Capabilities for Imaging 4K USB cameras offer better imaging performance, which leads to crisper images, lower noise levels, and better color fidelity. Because of this, they are indispensable for uses like scientific research and medical imaging, where visual clarity is critical. 3. Cost-Effectiveness In comparison to conventional imaging systems, 4K USB cameras provide affordable options, even with their sophisticated features. Because of its low cost, high-definition imaging technology is now more widely available to a wider range of consumers and sectors, democratizing it. **Upcoming Developments and Trends** With continued developments in sensor technology, AI integration for improved picture processing, and the proliferation of applications in cutting-edge industries like **[virtual reality](https://www.vadzoimaging.com/product/ar0233-1080p-hdr-usb-3-0-camera)** and augmented reality, the future of 4K USB cameras is bright. **In summary** To sum up, 4K USB cameras are an important development in image technology that provide excellent performance and adaptability for a variety of applications. These cameras are changing how we gather and use visual data, from improving security and communication to increasing productivity in industry and urban planning. The role that 4K USB cameras will play in defining imaging solutions in the future will only grow as demand and technology progress, offering new possibilities and capabilities to people all over the world. **[Click To Know More](https://www.vadzoimaging.com/product-page/ar0233-1080p-hdr-usb-3-0-camera )**

finnianmarlowe_ea801b04b5

Ecig City Upland Vape Shop

A post by Ecig City Upland Vape Shop

https://dev.to/ecigcityupland/ecig-city-upland-vape-shop-2lmc

ecigcityupland

My Stevens Journey

In Progress...

https://dev.to/nelson_bermeo/my-stevens-journey-3ldf

In Progress...

nelson_bermeo

How long do insurance claims take and how soon can you claim?

The duration it takes for insurance claims to be processed and the time frame within which you can...

https://dev.to/sanya3245/how-long-do-insurance-claims-take-and-how-soon-can-you-claim-45hd

The duration it takes for insurance claims to be processed and the time frame within which you can make a claim can vary widely depending on the type of insurance, the complexity of the claim, and the specific policies of the insurance company. Here’s a general overview: **How Long Do [Insurance Claims](https://www.invensis.net/ ) Take?** **1. Health Insurance Claims** **Processing Time:** Health insurance claims usually take anywhere from a few days to a few weeks to process. Simple claims, like routine doctor visits, might be processed within a week, while more complex claims, such as surgeries or specialized treatments, can take longer. **Expedited Processing:** Some insurers offer expedited processing for urgent medical needs. **2. Auto Insurance Claims** **Minor Accidents: **For minor accidents with minimal damage, claims can be processed within a few days to a week. **Major Accidents: **For more serious accidents involving significant damage or injury, the process might take several weeks or even months, especially if investigations or legal proceedings are involved. **3. Home Insurance Claims** **Minor Claims**: Small claims for things like minor repairs might be processed in a week or two. **Major Claims:** Larger claims, such as those for fire or significant storm damage, can take several weeks to months, depending on the extent of the damage and the need for inspections and assessments. **4. Life Insurance Claims** **Processing Time:** Life insurance claims typically take a few weeks to a couple of months. The insurer will need to review the death certificate and other documentation. **Contestability Period:** If the policy is within the contestability period (usually the first two years), the insurer may take longer to investigate the claim. **How Soon Can You Claim?** **1. Health Insurance** **Immediate Claims:** Many health insurance policies allow you to make claims immediately after receiving treatment, provided the treatment is covered under the policy. **Waiting Periods:** Some treatments or procedures may have waiting periods (e.g., maternity coverage, pre-existing conditions), during which you cannot claim. **2. Auto Insurance** **Immediate Reporting:** You should report an auto accident to your insurance company as soon as possible, typically within 24 hours. The sooner you report, the faster the claim process can begin. **Documentation: **Have all necessary documentation, such as police reports and photos of the damage, ready when filing the claim. **3. Home Insurance** **Prompt Reporting:** Report any damage to your home as soon as possible to your insurer. Most policies require that you report within a certain time frame, often within 30 days. **Emergency Repairs:** You may be allowed to make emergency repairs to prevent further damage before filing a claim, but keep all receipts and documentation. **4. Life Insurance** **Claim Timing:** You can typically file a life insurance claim as soon as you have the necessary documents, such as the death certificate. **Documentation:** Ensure all required documents are submitted promptly to avoid delays. **Tips for a Smooth Claims Process** **Understand Your Policy:** Know what your insurance covers and any specific requirements for making claims. **Gather Documentation:** Have all necessary documents ready before filing the claim, such as medical reports, police reports, receipts, and photos. **File Promptly:** Submit your claim as soon as possible after the incident or treatment to avoid delays. **Follow Up:** Keep track of your claim status and promptly provide any additional information requested by the insurer. **Stay Informed:** Communicate regularly with your insurance company and ask for updates on the progress of your claim. By understanding the typical timelines and requirements, you can navigate the [insurance claims process ](https://www.invensis.net/insurance-claims-processing-services )more effectively and ensure that you receive your benefits as quickly as possible.

sanya3245

DevOps Introduction: Navigating the Landscape

In today’s fast-paced digital landscape, organizations strive to deliver high-quality software and...

https://dev.to/saumya27/devops-introduction-navigating-the-landscape-47k4

devops, webdev

In today’s fast-paced digital landscape, organizations strive to deliver high-quality software and services quickly and efficiently. Two key methodologies that play a crucial role in achieving this goal are DevOps and IT Service Management (ITSM). While DevOps focuses on integrating development and operations teams to enhance collaboration and accelerate software delivery, ITSM provides a structured approach to managing IT services. This article explores how DevOps and ITSM can work together to improve service delivery and operational efficiency. **Understanding DevOps** DevOps is a cultural and technical movement aimed at improving collaboration between development (Dev) and operations (Ops) teams. The primary goals of DevOps are to: Enhance Collaboration: Break down silos between development and operations teams to foster better communication and cooperation. Automate Processes: Implement automation tools and practices to streamline the software development lifecycle (SDLC) and reduce manual intervention. Continuous Integration and Continuous Delivery (CI/CD): Ensure that code changes are continuously integrated, tested, and deployed, enabling rapid and reliable software releases. Monitor and Improve: Use monitoring and feedback mechanisms to identify issues and continuously improve processes and software quality. **Understanding IT Service Management (ITSM)** IT Service Management (ITSM) is a set of practices designed to manage IT services throughout their lifecycle. ITSM aims to align IT services with the needs of the business and includes processes such as: Incident Management: Quickly address and resolve IT incidents to minimize downtime and impact on business operations. Problem Management: Identify and eliminate the root causes of recurring incidents to prevent future issues. Change Management: Ensure that changes to IT services are systematically planned, tested, and implemented to minimize disruption. Service Request Management: Handle requests for new or modified services from end-users in an efficient and standardized manner. Configuration Management: Maintain an accurate record of IT assets and their configurations to support other ITSM processes. **Integrating DevOps and ITSM** While DevOps and ITSM have distinct objectives, integrating the two methodologies can lead to significant improvements in service delivery and operational efficiency. Here are some ways to achieve this integration: Align Goals and Objectives: Ensure that both DevOps and ITSM teams understand and support each other’s goals. Aligning objectives can help bridge the gap between development and operations, fostering a culture of collaboration. Automate ITSM Processes: Leverage DevOps automation tools to streamline ITSM processes. For example, automate the creation of incident tickets based on monitoring alerts or automate the approval workflows for change requests. Enhance Communication and Collaboration: Use collaborative tools and platforms to facilitate communication between DevOps and ITSM teams. Regular meetings, shared dashboards, and integrated toolsets can help keep everyone on the same page. Implement Continuous Feedback Loops: Establish feedback loops between DevOps and ITSM processes. For instance, use incident and problem management data to identify areas for improvement in the CI/CD pipeline or use change management insights to plan and prioritize development work. Measure and Improve: Continuously monitor key performance indicators (KPIs) for both DevOps and ITSM processes. Use this data to identify areas for improvement and implement changes to enhance overall service delivery. **Benefits of Integrating DevOps and ITSM** Integrating DevOps and ITSM offers several benefits, including: Improved Service Quality: Enhanced collaboration and automation reduce the likelihood of errors and improve the overall quality of IT services. Faster Incident Resolution: Automated incident management processes enable quicker identification and resolution of issues, minimizing downtime. Efficient Change Management: Streamlined change management processes ensure that changes are implemented smoothly and with minimal disruption. Better Resource Utilization: Automation and continuous improvement practices lead to more efficient use of resources, reducing operational costs. Increased Agility: The combined strengths of DevOps and ITSM enable organizations to respond more quickly to changing business needs and market demands. **Conclusion** DevOps and IT Service Management are both essential methodologies for modern IT organizations. By integrating DevOps and ITSM, organizations can leverage the strengths of both approaches to improve service delivery, enhance operational efficiency, and achieve better business outcomes. Embracing this integrated approach can help organizations stay competitive in an increasingly digital and fast-paced world.

saumya27

GPGPU: Harnessing GPU Power for General-Purpose Computing

In recent years, the world of computing has witnessed a significant shift in how we utilize hardware...

https://dev.to/rajai_kumar/gpgpu-harnessing-gpu-power-for-general-purpose-computing-pc7

ai, machinelearning, tensorflow, gpu

In recent years, the world of computing has witnessed a significant shift in how we utilize hardware resources. One of the most exciting developments in this area is the use of Graphics Processing Units (GPUs) for tasks beyond their original purpose of rendering graphics. This approach, known as General-Purpose Computing on Graphics Processing Units (GPGPU), has opened up new possibilities for accelerating a wide range of computational tasks. ## What is GPGPU? GPGPU refers to the use of a GPU to perform computations traditionally handled by the Central Processing Unit (CPU). While GPUs were initially designed to rapidly manipulate and alter memory to accelerate the creation of images, their highly parallel structure makes them more effective than general-purpose CPUs for algorithms that process large blocks of data in parallel. Key advantages of GPGPU include: 1. Massive parallelism: GPUs contain thousands of smaller, more efficient cores designed for handling multiple tasks simultaneously. 2. High memory bandwidth: GPUs can access and process data much faster than traditional CPUs. 3. Energy efficiency: For certain types of computations, GPUs can provide more performance per watt than CPUs. Common applications of GPGPU include scientific computing, machine learning, cryptography, and big data analytics. ## GPGPU Programming: Enter OpenCL and SYCL To harness the power of GPUs for general-purpose computing, developers need specialized tools and frameworks. This is where OpenCL and SYCL come into play, serving as crucial bridges between GPGPU concepts and practical implementation. ### OpenCL: Open Computing Language OpenCL (Open Computing Language) is an open standard framework for writing programs that execute across heterogeneous platforms, including GPUs. It provides a direct way to implement GPGPU, allowing developers to write code that can run on various hardware accelerators. Key features of OpenCL for GPGPU: 1. Platform independence: OpenCL enables GPGPU across various hardware platforms, including different GPU architectures. 2. Low-level control: It offers fine-grained control over GPU resources, allowing for highly optimized GPGPU implementations. 3. C-based kernel language: OpenCL C, based on C99, provides a familiar starting point for many developers entering GPGPU programming. 4. Explicit parallelism: Developers have direct control over how their computations are parallelized on the GPU. While powerful for GPGPU, OpenCL's low-level nature can make it complex to use, especially for developers new to parallel programming and GPU architectures. ### SYCL: A Higher-Level Abstraction for GPGPU SYCL (pronounced 'sickle') builds upon the concepts of OpenCL to provide a higher-level, more accessible approach to GPGPU programming. It uses modern C++ to simplify the development process while still enabling efficient use of GPU resources. Key features of SYCL for GPGPU: 1. Single-source programming: Host and device code are written in the same file, simplifying GPGPU development. 2. Standard C++: SYCL uses standard C++17, allowing developers to use familiar language features in their GPGPU code. 3. Abstraction of GPU details: SYCL abstracts many of the low-level GPU programming details, making GPGPU more accessible to a broader range of developers. 4. Performance portability: SYCL aims to provide good performance across different GPU architectures without requiring architecture-specific code. SYCL is gaining popularity in the GPGPU community due to its ability to simplify heterogeneous programming while maintaining performance. It's particularly useful in high-performance computing, machine learning, and other compute-intensive applications that benefit from GPU acceleration. ### CUDA: NVIDIA's Proprietary GPGPU Platform CUDA (Compute Unified Device Architecture) is NVIDIA's proprietary platform for GPGPU. Introduced in 2006, CUDA has become one of the most widely used frameworks for GPU computing, especially in fields like deep learning and scientific computing. Key features of CUDA for GPGPU: 1. High performance: CUDA is highly optimized for NVIDIA GPUs, often providing better performance than more general solutions. 2. Rich ecosystem: CUDA has a vast array of libraries and tools, making it easier to develop complex GPGPU applications. 3. C/C++ based: CUDA extends C++ with GPU-specific constructs, allowing developers to write both host and device code in a familiar language. 4. Deep learning focus: Many popular deep learning frameworks, including TensorFlow and PyTorch, primarily use CUDA for GPU acceleration. While CUDA offers excellent performance and a rich feature set, it's limited to NVIDIA GPUs, which can be a drawback for developers seeking hardware flexibility. ### ROCm: AMD's Open Platform for GPGPU ROCm (Radeon Open Compute) is AMD's open-source platform for GPGPU and heterogeneous computing. Launched in 2016, ROCm aims to provide an open alternative to CUDA, supporting AMD GPUs and, to some extent, NVIDIA GPUs. Key features of ROCm for GPGPU: 1. Open-source: ROCm is fully open-source, allowing for community contributions and adaptations. 2. HIP (Heterogeneous-Compute Interface for Portability): A C++ runtime API and kernel language that allows developers to create portable applications that can run on both AMD and NVIDIA GPUs. 3. ML support: ROCm includes libraries for machine learning, aiming to provide an alternative to CUDA for popular frameworks like TensorFlow. 4. Compatibility layer: ROCm includes tools to help port CUDA code to run on AMD GPUs, easing the transition for existing GPGPU applications. While ROCm is gaining traction, especially in the high-performance computing sector, its ecosystem is not yet as mature as CUDA's, particularly in the deep learning domain. ## Conclusion GPGPU has revolutionized the way we approach complex computational problems, offering unprecedented processing power for parallel tasks. The landscape of GPGPU programming is diverse, with several frameworks and platforms available: - OpenCL provides a robust, low-level, and platform-independent framework for implementing GPGPU across various hardware. - SYCL offers a more accessible, high-level approach to GPGPU using modern C++, simplifying development while maintaining performance. - CUDA, NVIDIA's proprietary platform, offers highly optimized performance on NVIDIA GPUs and is widely used in deep learning and scientific computing. - ROCm, AMD's open-source platform, aims to provide an open alternative to CUDA, supporting AMD GPUs and promoting code portability. Each of these platforms has its strengths and use cases. OpenCL and SYCL offer the advantage of hardware flexibility, while CUDA provides top performance on NVIDIA GPUs. ROCm is emerging as a promising open-source alternative, especially for AMD hardware. As hardware continues to evolve and computational demands increase, the importance of GPGPU and these frameworks is likely to grow. Developers and organizations often choose their GPGPU platform based on factors such as hardware availability, performance requirements, code portability needs, and specific application domains. The future of GPGPU looks bright, with ongoing advancements in hardware and software promising even greater computational capabilities. Whether you're working on scientific simulations, AI algorithms, or big data analysis, understanding and leveraging these GPGPU technologies can significantly enhance your computational capabilities.

rajai_kumar

Choosing the Best: RTX 4070 vs 3070 vs 4090 Analysis

Introduction  Graphics cards are advancing with technology, offering enhanced gaming...

https://dev.to/novita_ai/choosing-the-best-rtx-4070-vs-3070-vs-4090-analysis-9l2

## Introduction  Graphics cards are advancing with technology, offering enhanced gaming visuals. NVIDIA's GeForce RTX series, including the RTX 4070, 3070, and 4090, provides top-notch options for gamers. The RTX 3070 strikes a balance between performance and cost. The newer RTX 4070 and 4090 offer improved speed, efficiency, and features. This discussion will compare their performance, design, price-to-performance ratio, and long-term value to help you choose the right card for your gaming needs. ## Overview of GeForce RTX Series  Nvidia's GeForce RTX series includes a bunch of strong graphics cards that meet different people's needs. You've got options like the RTX 4070, 3070, and 4090 to pick from depending on what you're looking for in terms of performance, cost, and features. These cards are really good because they come with cool tech like ray tracing and DLSS which make gaming super awesome. The RTX line is all about bringing new stuff to the table and has become a big deal in setting standards for gaming GPUs. ### Evolution of the RTX Technology NVIDIA's RTX technology has really changed the game since it first showed up. At its heart, ray tracing makes games look more lifelike with better lighting and reflections. This all started when they launched the GeForce RTX 20 series, which was a big step forward in making graphics look cooler. With their GeForce RTX 30 series, NVIDIA kicked things up a notch by boosting ray tracing and overall performance even more. The latest cards like the GeForce RTX 3070, 4070, and 4090 keep improving on that progress. They give gamers super powerful and efficient options for playing their favorite games. ### Key Features of NVIDIA GeForce RTX 3070 The NVIDIA GeForce RTX 3070 is a powerful graphics card that brings impressive performance to gamers and content creators alike. Built on the Ampere architecture, it features 5888 CUDA cores and a boost clock of up to 1.73 GHz, providing exceptional processing power for demanding applications. With 8 GB of GDDR6 memory, the RTX 3070 ensures smooth gameplay and efficient multitasking, making it an excellent choice for those looking to experience high-quality graphics without breaking the bank.  ### Key Features of NVIDIA GeForce RTX 4070 The NVIDIA GeForce RTX 4070 represents a significant leap forward in performance and efficiency, powered by the latest advancements in the Ampere architecture. It features 7680 CUDA cores and a boost clock speed of up to 1.85 GHz, delivering exceptional computational power for both gaming and professional workloads. With 12 GB of GDDR6X memory, the RTX 4070 offers ample bandwidth for handling the most demanding applications, ensuring smooth and responsive performance across a wide range of tasks.  ### Key Features of NVIDIA GeForce RTX 4090 The NVIDIA GeForce RTX 4090 stands at the pinnacle of graphics card performance, built to cater to the most demanding gamers and professionals. Featuring a staggering 16384 CUDA cores and a boost clock speed of up to 2.5 GHz, the RTX 4090 offers unparalleled computational power. With 24 GB of GDDR6X memory, it delivers exceptional bandwidth and performance for the most intensive tasks, from 4K gaming to complex simulations and deep learning workloads.  ## Benchmarking Scores for NVIDIA GeForce RTX 3070, RTX 4070, and RTX 4090 ### NVIDIA GeForce RTX 3070 - 3DMark Time Spy: The RTX 3070 scores around 13,000 points in 3DMark Time Spy, showcasing its capability to handle high-end gaming at 1440p resolution. - 3DMark Port Royal (Ray Tracing): In Port Royal, which measures ray tracing performance, the RTX 3070 scores approximately 8,500 points, demonstrating solid real-time ray tracing capabilities. - Gaming Performance: The RTX 3070 achieves an average of 100–120 FPS in popular AAA titles at 1440p with ultra settings, making it a strong contender for high-quality gaming.  ### NVIDIA GeForce RTX 4070 - 3DMark Time Spy: The RTX 4070 scores around 17,000 points, indicating a significant performance boost over the RTX 3070, especially for 1440p and 4K gaming. - 3DMark Port Royal (Ray Tracing): In Port Royal, the RTX 4070 scores approximately 11,000 points, reflecting enhanced ray tracing capabilities thanks to its advanced RT cores. - Gaming Performance: The RTX 4070 delivers an average of 120–140 FPS in AAA titles at 1440p with ultra settings, and around 70–90 FPS at 4K, providing smooth and immersive gameplay.  ### NVIDIA GeForce RTX 4090 - 3DMark Time Spy: The RTX 4090 dominates with a score of around 24,000 points, making it one of the highest-performing GPUs for gaming and professional applications at 4K resolution. - 3DMark Port Royal (Ray Tracing): With a score of approximately 16,000 points, the RTX 4090 excels in ray tracing performance, delivering unparalleled visual realism in supported games and applications. - Gaming Performance: The RTX 4090 achieves an average of 140–160 FPS in AAA titles at 4K with ultra settings, ensuring the best possible gaming experience with maximum details and smoothness ### Real-World Gaming Performance  To evaluate the real-world gaming performance of the GeForce RTX 4070, 3070, and 4090, we conducted extensive tests across a range of popular games. The results of these tests give us insights into the average frames per second (FPS) that each graphics card can achieve in different game settings. Here are the average FPS results for the three graphics cards in various games and settings:  These results demonstrate the varying performance levels of the GeForce RTX 4070, 3070, and 4090 in different games. It's important to consider the specific games you play and the desired graphical settings when choosing a graphics card. ## Architectural Differences  When picking out a graphics card, it's key to look at how the GeForce RTX 4070, 3070, and 4090 are built differently. The type of chipset each one has really matters because it affects how well they perform and what they can do. On top of that, how well they're made and their cooling systems play a big part in keeping them running smoothly without getting too hot. By getting to grips with these differences in design among the geforce rtx models, you'll be able to choose wisely based on what you need it for - like if you're into gaming or other tasks that need lots of graphics power. ### Chipset and Build Quality  Graphics cards rely on their chipsets for performance. The GeForce RTX series features unique chipsets with varying specs. NVIDIA's Founders Edition cards are known for their quality construction and aesthetics, ensuring longevity and optimal function. ### Cooling Mechanisms  To keep graphics cards like the GeForce RTX 4070, 3070, and 4090 running smoothly and avoid them getting too hot, it's crucial to have good cooling systems in place. These cards use a mix of coolers to get rid of heat effectively. With things like heatsinks, fans, and even more fancy methods such as vapor chamber or liquid cooling involved, they make sure the card stays at a nice temperature. The amount of electricity these cards need also affects how much heat they produce. ## Try RTX 4090 in a Different Way The NVIDIA GeForce RTX 4090, with its unparalleled performance and cutting-edge features, comes with a high price tag that may be prohibitive for many developers and gamers. However, Novita AI GPU Pods offers an accessible alternative, allowing users to experience the power of the RTX 4090 without the upfront cost. By leveraging the Novita AI GPU Pods, developers and gamers can access top-tier GPU performance on a pay-as-you-go basis, making it an ideal solution for those who need high performance for demanding applications such as gaming, AI training, and rendering, without the financial commitment of purchasing the hardware outright. [Join Novita AI Discord](https://discord.com/invite/npuQmP9vSR?ref=blogs.novita.ai) to discuss!  ## Conclusion To wrap things up, the RTX 4070, 3070, and 4090 graphics cards each bring something special to the table in terms of how well they perform, their design features, and how much bang you get for your buck. It's really important to get a good grip on how RTX technology has changed over time and what makes these models stand out if you want to pick one that fits your gaming needs perfectly. Think about stuff like how games actually play on them in real life, scores from benchmark tests that show off their power under test conditions, and whether they're going to be worth it down the line. Depending on what matters most to you - top-notch performance right now, differences in tech design or getting a great deal for what you spend - there's an RTX gpu designed just for your kind of gaming setup and budget. Choosing wisely means looking closely at what each model offers so you can boost your gaming fun. > Originally published at[ Novita AI](blogs.novita.ai/choosing-the-best-rtx-4070-vs-3070-vs-4090-analysis//?utm_source=dev_llm&utm_medium=article&utm_campaign=4070-vs-3070) > [Novita AI](https://novita.ai/?utm_source=dev_llm&utm_medium=article&utm_campaign=choosing-the-best-rtx-4070-vs-3070-vs-4090-analysis), the one-stop platform for limitless creativity that gives you access to 100+ APIs. From image generation and language processing to audio enhancement and video manipulation, cheap pay-as-you-go, it frees you from GPU maintenance hassles while building your own products. Try it for free.

novita_ai

Boost Production Efficiency with OEM USB Camera in Manufacturing Automation

In today's rapidly evolving manufacturing landscape, efficiency and precision are key drivers of...

https://dev.to/finnianmarlowe_ea801b04b5/boost-production-efficiency-with-oem-usb-camera-in-manufacturing-automation-419l

oemusbcamera, usbcamera, camera, automationproduction

 In today's rapidly evolving manufacturing landscape, efficiency and precision are key drivers of success. Manufacturers are increasingly turning to advanced technologies like **[OEM USB camera](https://www.vadzoimaging.com/product/ar0233-1080p-hdr-usb-3-0-camera)**s to streamline processes, enhance automation, and ensure higher productivity levels. This blog explores how OEM USB cameras, including their modules and cables, play a pivotal role in optimizing manufacturing operations without compromising on quality. **Understanding OEM USB Cameras** What are OEM USB Cameras? OEM USB cameras are specialized imaging devices designed for integration into various industrial applications. They offer high-resolution imaging capabilities and are equipped with USB connectivity for seamless integration into existing systems. These cameras are versatile, supporting applications ranging from quality control to robotic vision systems. **The Role of OEM USB Camera Modules** OEM USB camera modules are compact units that house the essential components of the camera, including the sensor and lens system. These modules are designed for easy integration into machinery and equipment, allowing manufacturers to incorporate advanced imaging capabilities without extensive redesigns. **Enhancing Automation with OEM USB Cameras** Streamlining Production Processes By integrating OEM USB cameras, manufacturers can automate quality inspections, ensuring consistent product quality and reducing manual inspection times. These cameras can perform precise measurements, detect defects, and monitor production lines in real-time, thereby minimizing downtime and optimizing throughput. **Improving Accuracy and Precision** OEM USB cameras leverage advanced imaging technologies to capture detailed images and videos of manufacturing processes. This high level of accuracy enables manufacturers to detect even minor defects or deviations from quality standards, facilitating timely corrective actions and enhancing overall product reliability. **Key Benefits of Using OEM USB Cameras** Cost-Effective Integration OEM USB cameras offer cost-effective solutions for integrating high-performance imaging capabilities into manufacturing equipment. Their modular design and USB connectivity simplify installation and maintenance, reducing overall operational costs while maximizing efficiency. **Flexibility in Application** From assembly line monitoring to quality assurance, OEM USB cameras are highly adaptable to various manufacturing environments. They support a wide range of applications such as part inspection, barcode reading, and machine vision, providing manufacturers with versatile tools to meet diverse production needs. **Applications of OEM USB Cameras in Manufacturing** Quality Control and Inspection OEM USB cameras facilitate comprehensive quality control by capturing detailed images for inspection purposes. They can identify defects, measure dimensions, and verify assembly processes, ensuring that only products meeting stringent quality criteria proceed down the production line. **Process Monitoring and Optimization** Real-time monitoring with OEM USB cameras enables manufacturers to monitor critical processes continuously. This proactive approach helps in identifying inefficiencies, optimizing workflow sequences, and maintaining consistent production output levels. **Harnessing OEM USB Camera Technology for Future Advancements** Integration with IoT and AI The integration of OEM USB cameras with Internet of Things (IoT) platforms and artificial intelligence (AI) algorithms enhances their capabilities further. These cameras can analyze data in real-time, predict maintenance needs, and autonomously adjust production parameters for improved efficiency and reliability. **Advancements in Imaging Technology** Continuous advancements in OEM USB camera technology, including higher resolutions, faster frame rates, and enhanced low-light performance, empower manufacturers to achieve greater precision and accuracy in their operations. These technological enhancements drive innovation across various industry sectors. **Conclusion** In conclusion,**[ OEM USB camera](https://www.vadzoimaging.com/product/ar0233-1080p-hdr-usb-3-0-camera)**s are indispensable tools for modern manufacturing automation, offering unparalleled benefits in efficiency, accuracy, and flexibility. By leveraging these cameras and their associated modules and cables, manufacturers can achieve significant improvements in production processes while maintaining high standards of product quality. As technology continues to evolve, the role of OEM USB cameras will only grow, driving continuous innovation and efficiency gains in the manufacturing sector. Embrace the future of manufacturing automation with OEM USB cameras, and unlock new possibilities for enhanced productivity and operational excellence. Whether optimizing workflow efficiency or ensuring stringent quality control, these cameras are poised to revolutionize manufacturing processes across industries. **[Click To Know More](https://www.vadzoimaging.com/post/mastering-imaging-with-oem-usb-cameras )**

finnianmarlowe_ea801b04b5

How does email work?

In many interviews, one common question is, "Do you know how email works?" Understanding...

https://dev.to/saanchitapaul/how-does-email-work-4c5h

webdev, interview, deeplearning, learning

## In many interviews, one common question is, "Do you know how email works?" > Understanding this process is crucial, and here's a summary of how it functions. A lot happens when you hit "Send": 1. **Composition:** You write an email using an email client (like Gmail or Outlook). 2. **Assembling:** The email client combines the message body with the header (recipient, subject, date). 3. **Protocols:** Email uses protocols (SMTP, IMAP, POP) to reach the destination. 4. **Types of Clients:** Email clients are either web-based (e.g., Gmail) or client-based (e.g., Outlook). ## Email Composition and Sending **Composition:** - Emails are written using an email client (e.g., Gmail, Outlook). - The client combines the message body with the header (recipient, subject, date). **Sending:** - Upon hitting send, the email is transmitted to an SMTP server. - SMTP (Simple Mail Transfer Protocol) is responsible for handling outgoing mail. ## Email Transfer Process **SMTP Server Processing:** - The SMTP server identifies the recipient’s domain and performs a DNS (Domain Name System) lookup to find the IP address of the recipient’s mail server. - It checks the MX (Mail Exchange) record to determine where to send the email. **Email Transfer:** - The email travels through multiple servers until it reaches the recipient’s SMTP server. - If servers are busy or down, the email may be queued for later delivery. ## Email Reception and Retrieval **Reception:** - The recipient’s SMTP server receives the email and stores it in their mailbox. **Retrieval:** - The recipient accesses the email using an email client, either via POP3 (Post Office Protocol) or IMAP (Internet Message Access Protocol). - IMAP allows emails to be accessed from multiple devices while remaining on the server. - POP3 typically downloads the email to a single device, possibly removing it from the server.  ## Email Structure: - **Envelope:** Contains sender and recipient addresses. - **Body:** The actual message content, including text, images, and attachments. - **Header:** Includes essential details like sender, recipient, date, and additional routing information (e.g., the path taken by the email). ## Protocols: - **SMTP:** Used to send emails. - **IMAP:** Accesses and syncs emails from the server. - **POP3:** Downloads emails from the server. ## IMAP vs. POP3: A Simple Comparison **IMAP (Internet Message Access Protocol):** - Synchronization: Emails stay on the server and can be accessed from multiple devices. - Two-Way Communication: Any changes (e.g., reading, deleting) sync across all devices. - Ideal For: Users who access their email from various devices (phones, tablets, computers). **POP3 (Post Office Protocol):** - Download and Delete: Emails are downloaded to one device and usually deleted from the server. - One-Way Communication: Actions on one device don't sync with others. - Ideal For: Users who access their email from a single device and need offline access. In essence, IMAP is more flexible and suitable for multiple devices, while POP3 is simpler and suited for single-device use. ## Types of Mail User Agents (MUA): - **Email Clients:** Installed software like Outlook, Thunderbird. - **Webmail:** Accessed through browsers like Gmail, Yahoo Mail. ## Email Bounces/ Undeliverable Messages: **Permanent Errors (5xx errors):** - Invalid Domain: Domain doesn't exist. Example: [email protected] instead of [email protected]. Solution: Correct the domain name. - No MX Records: No mail exchange records found. Solution: Contact recipient’s admin. - Invalid Recipients: Incorrect or non-existent email address. Example: [email protected] instead of [email protected]. Solution: Check for typos. - Email Policy Violation: Email violates recipient server policies. Example: Sending a .mov attachment when not allowed. Solution: Adhere to policies. **Temporary Errors (4xx errors):** - Server Busy: Recipient server is temporarily unavailable. Solution: Wait and retry. - Greylisting: Temporary rejection for new or sudden email sources. Solution: Retry later. - Too Many Emails: Sudden surge causes temporary rejection. Solution: Reduce email volume. - Other Reasons: Full mailbox or anti-spam settings. Solution: Ensure compliance with recipient policies. ## Summary of Email Journey: 1. **Send:** You hit send, and the email goes to your SMTP server. 2. **SMTP Server:** The server looks up the recipient’s domain and gets the IP address via DNS. 3. **Transfer:** The email travels through several servers to reach the recipient's MTA(Mail Transfer Agent) server. 4. **Reception:** The recipient’s MTA(Mail Transfer Agent) server stores the email until accessed by the recipient. 5. **Retrieval:** The recipient uses an email client to access the email, either via POP or IMAP. **Thank You** Hope this helps. Your feedback is appreciated. Please feel free to correct any inaccuracies or provide additional information as needed.

saanchitapaul

How to run SQL Server on M1/M2 with Docker

Pull the image by opening up a terminal and running the command docker pull...

https://dev.to/davidgualvez/how-to-run-sql-server-on-m1m2-with-docker-3f9n

mssql, m1, m2, docker

Pull the image by opening up a terminal and running the command ``` docker pull mcr.microsoft.com/azure-sql-edge` ``` ``` docker run --cap-add SYS_PTRACE -e 'ACCEPT_EULA=1' -e 'MSSQL_SA_PASSWORD=your_strong_password' -p 1433:1433 --name azuresqledge -d -v sqlvolume:/var/opt/mssql mcr.microsoft.com/azure-sql-edge ``` **–cap-add SYS_PTRACE** – here is Microsoft’s note on this line: The --cap-add SYS_PTRACE flag is required for non-root SQL Server containers to generate dumps for troubleshooting purposes **-e ‘ACCEPT_EULA=1’** is an environment variable, which is saying that we will accept the End User License Agreement. **-e ‘MSSQL_SA_PASSWORD=your_strong_password’** – this is setting the password for the sa (the system administrator) user. This is how you will log into the database. By default the username is ‘sa’. **-p 1433:1433** is mapping ports. The left side of the colon is the port on the host (your mac). The right side is the port used inside the container **–name azuresqledge** is just giving the container a more user-friendly name after it starts running **-d** is detached mode. This means that the terminal won’t attach to the process, which means it’ll start the container up and then give you terminal control back, so you can run other commands. **-v sqlvolume:/var/opt/mssql** is to persist the data **mcr.microsoft.com/azure-sql-edge** is last and it’s the name of the image. This is the same name used in the docker pull command

davidgualvez

Ventilation Fan Solutions: Choosing the Right Option for Your Space

One important part of keeping air fresh within the home is by using a ventilation fan. It operated by...

https://dev.to/ervin_enewelloy_98c6c81/ventilation-fan-solutions-choosing-the-right-option-for-your-space-2of2

design

One important part of keeping air fresh within the home is by using a ventilation fan. It operated by drawing outside air into the building and exhausting stale indoor air. This is necessary to ensure a healthy atmosphere inside the building. So today we will explore the world of ventilation fans to realize how important they are and what you can do for your living. In-Depth Look: How Does a Ventilation Fan Work? A fan for ventilation is a mechanical device that moves air in such a way If it helps;base_fan. This ladder formation contributes to the regulation of temperature and humidity in space. The ventilation fan also helps to clean the indoor air by removing dust and pollen, thereby creating a fresher garden atmosphere. Advantages of Ventilation Fans Benefits of Using Ventilation Fans For one thing, they help improve the quality basement exhaust fan of indoor air which is very important because believe it or not, indoor air can be up to 5X more polluted than outside. In itself, it purifies the environment by eliminating pollutants and allergens resulting in a complete sense of health. In addition, the fans help to regulate radiation temperature and humidity for a more comfortable level of energy consumption. In addition, it hinders the buildup of moisture that can lead to molds and mildew if unattended. How Ventilation Fans Operate How Is A Ventilation Fan Used? First and most importantly, make sure you have installed the fan correctly. Once installed, you can turn the fan on to allow fresh air extractor fan in and stale air out. Use the control switch to regulate how fast you want the fan going. It is suggested to keep fan running continuously or have it on specific timings for better results. The Safety of Using Ventilation Fans Safety Takes Priority When Using Ventilation Fan To assure yourself that the product complies with strict safety regulations, confirm it has been certified by a reputable safety agency like UL or ETL - your life depends on it. Proper installation is also important for preventing any risks that improper placement could lead to. Finally: taking the good with the bad when it comes to ventilation fans To sum up, exhaust fan that purlins offer is irreplaceable for ensuring a fresh and healthy indoor environment. Picking the best fan and arming it to work can drastically refine your home air curtain commercial quality. When choosing a ventilation amb in your family to rest, you need all kinds of consideration for safety and quality so that makes the residential buildings are safer but also comfortable as possible for occupancy.

ervin_enewelloy_98c6c81

How to use NVM in Laravel Forge

SSH to forge server and run this command curl -o-...

https://dev.to/davidgualvez/how-to-use-nvm-in-laravel-forge-32nj

laravel, forge, nvm, ubuntu

1. SSH to forge server and run this command ``` curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.5/install.sh | bash ``` 2. In forge site deployment script. add this script to install and change the version ``` echo 'configuring nvm...'; . ~/.nvm/nvm.sh nvm install v20.0.0 nvm use v20.0.0 echo 'Running > npm install'; npm install echo 'Running > npm run build'; npm run build ```

davidgualvez

Elevate Your Meetings with HDR USB Camera Technology for Video Conferencing

In today's interconnected world, video conferencing has become a cornerstone of business...

https://dev.to/finnianmarlowe_ea801b04b5/elevate-your-meetings-with-hdr-usb-camera-technology-for-video-conferencing-5fe7

hdrusbcamera, usbcamera, camera, videoconferencing

 In today's interconnected world, video conferencing has become a cornerstone of business communication, enabling teams to collaborate effectively across distances. The quality of your video feed can significantly impact how your message is received. This is where **[HDR USB camera](https://www.vadzoimaging.com/post/unlocking-potential-hdr-usb-cameras )**s shine, offering enhanced clarity, color accuracy, and overall visual appeal to your virtual meetings. **Understanding HDR USB Cameras** What is an HDR USB Camera? HDR (High Dynamic Range) USB cameras are designed to capture a wider range of light intensities and colors, resulting in more vibrant and true-to-life images. Unlike traditional cameras, HDR cameras can balance both bright and dark areas within the same frame, providing a more balanced and realistic representation of your surroundings. **How Does HDR Camera Work?** HDR technology achieves its superior image quality by combining multiple exposures of the same scene, blending them to create a final image with enhanced contrast and detail. This process ensures that both shadows and highlights are preserved, making HDR USB cameras ideal for environments with challenging lighting conditions. **Benefits of Using HDR USB Cameras for Video Conferencing** Enhanced Image Clarity One of the standout features of HDR USB cameras is their ability to deliver crystal-clear images. Whether you're presenting slides, demonstrating products, or engaging in face-to-face discussions, the clarity offered by HDR technology ensures that every detail is sharp and well-defined. True-to-Life Color Representation HDR USB cameras excel in reproducing accurate colors, making them perfect for industries where color fidelity is crucial, such as design, marketing, and product development. With HDR, your team can collaborate with confidence, knowing that what they see on screen matches reality. Improved Low-Light Performance HDR technology enhances visibility in low-light conditions, automatically adjusting exposure to maintain image quality without introducing noise or distortion. This feature is particularly beneficial for late-night meetings or conference calls taking place in dimly lit environments. **HDR USB Cameras vs. Traditional Webcams** Superior Dynamic Range Compared to traditional webcams, HDR USB cameras offer a broader dynamic range, capturing more details in both bright and dark areas. This capability ensures that your video feed remains clear and balanced, even in challenging lighting scenarios. **Flexibility with HDR Android Camera Compatibility** Many HDR USB cameras are compatible with Android devices, providing flexibility for users who prefer mobile setups or need to switch between different devices seamlessly. This compatibility extends the reach of HDR technology beyond traditional desktop setups. **Integrating HDR USB Cameras into Your Workflow** Optimizing Video Conferencing Setup To maximize the benefits of HDR USB cameras, consider optimizing your video conferencing setup with proper lighting and positioning. Place the camera at eye level and ensure adequate lighting to enhance clarity and minimize shadows. **Choosing the Right HDR Webcam for Your Needs** When selecting an HDR USB camera for video conferencing, prioritize features such as resolution, frame rate, and compatibility with your existing software platforms. Look for cameras that offer plug-and-play functionality to streamline setup and integration. **Conclusion** In conclusion, **[HDR USB camera](https://www.vadzoimaging.com/post/unlocking-potential-hdr-usb-cameras )**s represent a significant advancement in video conferencing technology, offering superior image quality, color accuracy, and low-light performance compared to traditional webcams. By incorporating HDR technology into your virtual meetings, you can elevate communication and collaboration, ensuring that your message is conveyed with clarity and impact. Whether you're hosting client presentations, team meetings, or remote training sessions, investing in an HDR USB camera can enhance the overall experience for both presenters and participants alike. Embrace the future of video conferencing with HDR USB camera technology and experience meetings like never before. **[Click To Know More]( https://www.vadzoimaging.com/product-page/ar0233-1080p-hdr-usb-3-0-camera)**

finnianmarlowe_ea801b04b5

Hoe Veilingitems en Producten Bijdragen aan het Succes van een Veiling voor een Goed Doel

Het organiseren van een veiling goede doel is een fantastische manier om fondsen te werven en...

https://dev.to/whydonatefundraising/hoe-veilingitems-en-producten-bijdragen-aan-het-succes-van-een-veiling-voor-een-goed-doel-4hbp

Het organiseren van een **[veiling goede doel](https://whydonate.com/nl/blog/goede-doel-veiling-items/)** is een fantastische manier om fondsen te werven en tegelijkertijd de gemeenschap te betrekken bij een belangrijk initiatief. Door het aanbieden van unieke veilingitems en diverse **[veilingen producten](https://whydonate.com/nl/blog/goede-doel-veiling-items/)** kunnen non-profitorganisaties aanzienlijke bedragen ophalen die bijdragen aan hun missie. In deze blog bespreken we hoe je succesvol een veiling voor een goed doel kunt organiseren en welke veilingitems en producten het beste werken. Wat is een Veiling voor een Goed Doel? Een veiling voor een goed doel is een evenement waarbij producten en diensten worden geveild om geld in te zamelen voor een specifiek doel of initiatief. De veiling kan zowel fysiek als online plaatsvinden en omvat vaak een breed scala aan veilingitems, variërend van kunstwerken en reizen tot unieke ervaringen en gesigneerde memorabilia. Waarom Een Veiling voor een Goed Doel Organiseren? Fondsenwerving Het primaire doel van een veiling voor een goed doel is het inzamelen van fondsen. Door aantrekkelijke veilingen producten aan te bieden, kunnen organisaties aanzienlijke bedragen ophalen die direct bijdragen aan hun projecten en initiatieven. Gemeenschapsbetrokkenheid Veilingen trekken vaak een breed publiek aan, waardoor de gemeenschap meer betrokken raakt bij het goede doel. Dit verhoogt niet alleen de zichtbaarheid van de organisatie, maar kan ook leiden tot langdurige steun en betrokkenheid. Marketing en Exposure Het organiseren van een veiling biedt een uitstekende gelegenheid voor marketing en exposure. Het evenement kan worden gepromoot via verschillende kanalen, zoals sociale media, e-mailnieuwsbrieven en lokale pers, waardoor het bereik van de organisatie wordt vergroot. Succesvolle Veilingitems Kiezen Het kiezen van de juiste veilingitems is cruciaal voor het succes van je veiling. Hier zijn enkele tips om ervoor te zorgen dat je **[veilingen producten](https://whydonate.com/nl/blog/goede-doel-veiling-items/)** aantrekkelijk zijn voor de bieders: Unieke Ervaringen Unieke ervaringen zijn vaak zeer gewild op veilingen. Denk aan exclusieve backstage passes voor concerten, privé-rondleidingen door musea of kooklessen met een bekende chef-kok. Deze ervaringen zijn moeilijk elders te verkrijgen en kunnen daarom hoge biedingen aantrekken. Gesigneerde Memorabilia Gesigneerde items zoals boeken, sportartikelen en kunstwerken kunnen zeer waardevol zijn. Zorg ervoor dat de items authentiek zijn en dat je een certificaat van echtheid kunt aanbieden. Reizen en Vakanties Vakantiepakketten, hotelverblijven en reiskaarten zijn populaire **[veilingitems](https://whydonate.com/nl/blog/goede-doel-veiling-items/)**. Samenwerkingen met reisbureaus en hotels kunnen helpen om aantrekkelijke en unieke reiservaringen aan te bieden. Kunst en Antiek Originele kunstwerken en antieke items trekken vaak de aandacht van verzamelaars en kunstliefhebbers. Deze veilingitems kunnen aanzienlijke bedragen opleveren, vooral als ze afkomstig zijn van gerenommeerde artiesten of galerijen. Luxe Goederen Luxe goederen zoals sieraden, horloges en designerkleding zijn altijd populair op veilingen. Zorg ervoor dat de producten van hoge kwaliteit zijn en een hoge marktwaarde hebben. Organisatie en Planning Het succes van een **[veiling goede doel](https://whydonate.com/nl/blog/goede-doel-veiling-items/)** hangt af van een goede organisatie en planning. Hier zijn enkele stappen om je op weg te helpen: Bepaal je Doelen Stel duidelijke doelen voor de veiling, zoals het bedrag dat je wilt inzamelen en het aantal deelnemers dat je wilt aantrekken. Dit helpt bij het plannen en uitvoeren van het evenement. Promoot het Evenement Gebruik verschillende marketingkanalen om je veiling te promoten. Maak gebruik van sociale media, e-mailcampagnes en lokale media om de aandacht te trekken en een breed publiek te bereiken. Samenwerken met Bedrijven Zoek samenwerkingen met lokale bedrijven en sponsors die **[veilingitems](https://whydonate.com/nl/blog/goede-doel-veiling-items/)** kunnen doneren. Dit vergroot niet alleen de diversiteit van de veilingen producten, maar kan ook leiden tot extra exposure en steun. Gebruik van Technologie Overweeg het gebruik van online veilingplatforms om een breder publiek te bereiken. Online veilingen maken het mogelijk voor mensen om deel te nemen, ongeacht hun locatie, wat de kans op hogere biedingen vergroot. Conclusie Een veiling voor een goed doel is een effectieve manier om fondsen te werven en de betrokkenheid van de gemeenschap te vergroten. Door zorgvuldig te kiezen welke veilingen producten en **[veilingitems ](https://whydonate.com/nl/blog/goede-doel-veiling-items/ )**je aanbiedt, kun je de aantrekkingskracht van je veiling vergroten en meer geld inzamelen voor je goede doel. Met de juiste planning, promotie en samenwerkingen kan een veiling niet alleen financiële steun opleveren, maar ook langdurige relaties en bewustwording voor je organisatie bevorderen.

whydonatefundraising

How to use AI in Real Estate to revolutionize the Industry?

It goes without saying that Artificial Intelligence (AI) is significantly transforming industries, by...

https://dev.to/thecode_work_seo/how-to-use-ai-in-real-estate-to-revolutionize-the-industry-2052

ai, digitaltwin, machinelearning

It goes without saying that Artificial Intelligence (AI) is significantly transforming industries, by enhancing business operations and introducing fruitful opportunities. Now, in the midst of this progress, the real estate industry is gaining a leading momentum in the AI race. Likewise, AI in real estate is reshaping the methodology of property transactions and revolutionizing how we buy, sell, and invest in real estate. Also, AI in real estate is bringing transformative shifts in providing seamless experiences of the properties to its potential buyers. In essence, the future of the real estate industry heavily relies on AI solutions. Therefore, with that said, let’s explore the growing role of AI in real estate, and how businesses can use it. How AI in Real Estate Can Change The Market? AI in Real Estate The use of AI in real estate signifies a drastic advancements for businesses in managing and analysis of properties. Notably, real estate businesses have started to witness the great benefits and promises of AI technologies. In essence, global industry analysis says that AI accountability in real estate will be $1335.89 billion by 2030. In addition, JLL says that Generative AI in real estate is demonstrating substantial opportunities of growth as well. Eventually, we can see how this technology can revolutionize this real estate industry just like other industries. However, a strategic implementation of AI plays a crucial role in driving its efficiency and precision in real-estate. Thus, it’s advised to consult experts beforehand. Moving on, let’s have a look at some of the crucial ways AI can change the real estate market. 01 Predictive Analytics for Property Valuation Predictive Analytics for Property Valuation Predictive Analytics, powered by AI and ML algorithms is transforming how property valuations are conducted in the real estate market. Consequently, it utilizes vast amounts of data to predict property values with high-accuracy, providing valuable insights for buyers and sellers. So, here’s a proper explanation of how predictive analytics is reshaping property valuation practices: Historical Sales Data: It records past property sales dates to provide a baseline for analysts to understand market trends and pricing. Clustering: Accordingly, it groups similar properties together to make more accurate comparisons and predictions for potential buyers. Regression Analysis: Besides, it helps buyers and agents in understanding the relationship between property values and various influencing factors. Forecast Future Trends: Also, it analyzes historical and current data to predict and disrupt property value changes. Customizing Recommendations: Based on the insights gained from data analysis, AI provides personalized property recommendations, increasing the likelihood of perfect matches. Hence, with these capabilities investors and buyers can proactively get insights into properties of their likings. Moreover, it will lead to more efficient and effective real estate transactions, ultimately transforming the market for the better. 02 Enhanced Customer Experiences with AI in Real Estate Enhanced Customer Experiences with AI in Real Estate Through the integration of AI-powered tools, real estate professionals are providing more efficient, personalized, and engaging services to their customers. Besides, it is offering easier ways for customers to find properties that meet their specific requirements. With that said, let’s see how: Scheduling Property Viewings: Chatbots are automating the process of scheduling property viewings, allowing customers to book appointments at their convenience without human intervention. Understanding Customer Behavior: AI analyzes patterns in customer behavior, such as preferred property types, price ranges, and locations. Moreover, this information helps agents to tailor their services and meet individual client needs. Immersive Property Experiences: Virtual tours enable buyers to explore properties in detail from the comfort of their own homes. In addition, they can navigate through rooms, view layouts, and get a realistic sense of the property’s size and features. Expanding Market Reach: Also, virtual tours and AR make it possible for international buyers to explore properties without traveling, broadening the market reach. Despite the rise of the latest AR VR solutions across industries, it requires extensive technical expertise in its development. At times, businesses can face bottlenecks while integrating this technology in real-estate platforms. However, having the right technological solutions alongside, will solve these issues quite swiftly and enhance your customer experiences too. So, it’s advised to choose an experienced and expert tech partner to assist you for any technological integration. 03 Improved Property Management with AI Improved Property Management with AI With AI, property management practices can be transformed quite significantly as it allows quite a number of critical operations like: Automation of Tasks like property documentations and billing. Predicting Maintenance requirements of properties Optimization of various processes like solving errors in property listings Furthermore, it can help real-estate businesses to enhance their efficiency, reduce costs, and improve tenant satisfaction. Let’s have a look, how: Reduced Downtime: By identifying potential problems early, AI helps in preventing unexpected breakdowns and minimizes downtime. Lower Energy Costs: Besides, it regulates heating, cooling, and lighting based on occupancy and usage patterns of the properties, leading to energy savings. Lease Management: Also, AI tracks lease expiration dates, generates renewal notices, and manages lease agreements, simplifying the leasing process. Proactive Engagement: Additionally, AI analyzes tenant feedback and behavior to identify potential issues and address them before they escalate. As a result, it ensures a positive living experience. Notably, with AI, property managers can focus on strategic initiatives and provide a superior living experience for their buyers. In addition, AI in real estate for property management not only streamlines operations but also future proofs your position. 04 Smart Investment Analysis with AI Smart Investment Analysis with AI For Investors, it brings great opportunities to assess their potential return of investment (ROIs) and opt for strategic choices. Moreover, AI and Machine learning offers advanced capabilities that optimizes and enhances the commercial real estate investment analysis process. Likewise, let us have a look at how AI is enhancing smart investment analysis in real estate: Comprehensive Data Integration: AI systems integrate data from diverse sources such as economic indicators, demographic trends, and market conditions. Also, it allows investors to analyze multiple factors simultaneously, providing a more comprehensive understanding of market dynamics. Price Prediction Models: Accurate price predictions help investors assess potential returns and make informed buying and selling decisions. So, AI-driven models help investors in assessing potential returns and make informed buying and selling decisions. Scenario Analysis: With AI, Investors can identify potential risks associated with real estate investments by analyzing factors like economic stability and market volatility. Performance Monitoring: Accordingly, it monitors the performance of real estate investments, providing insights into factors affecting returns. Consequently, investors can adjust their strategies based on real-time performance data, ensuring optimal portfolio management. In brief, investors who utilize AI for investments can make more informed decisions and optimize their portfolios much more efficiently. Thus, adopting AI solutions for investment analysis no more remains an optional choice but a strategic opportunity. 05 Fraud Detection and Risk Management Fraud Detection and Risk Management Fraud detection and risk management are critical components of any industry, where large financial transactions and extensive documentation are common. Eventually, AI offers advanced tools and techniques to enhance businesses processes, ensuring security and reducing potential losses. With that said, here’s how AI is transforming fraud detection and risk management practices: Automated Document Verification: AI systems automatically verify the authenticity of documents such as property titles, contracts, and financial records. Afterwards, by using optical character recognition (OCR) and machine learning algorithms, it can detect forged or altered documents with high accuracy. Anomaly Detection: Additionally, these systems can flag suspicious transactions for further investigation, preventing fraud before it occurs. Risk Scoring: It assigns risk scores to properties and transactions based on various factors such as location, market conditions, and historical data. Also, higher risk scores can trigger additional due diligence and security measures, minimizing potential losses. Compliance Monitoring: Furthermore, AI systems can continuously monitor compliance with regulations and legal requirements. Also, automated compliance checks ensure that all transactions adhere to the necessary standards, reducing the risk of legal issues. Moreover, are you aware that 83% of risk-compliance professionals say compliance is essential for business sustainability? Nevertheless, we recommend you to give a check to our essential guide on staying compliant with industrial regulations here. Will AI Replace Real Estate Agents? Will AI Replace Real Estate Agents While AI brings significant advancements, it is unlikely to replace real estate agents entirely. Instead, AI can augment the role of agents by handling routine tasks, providing deeper market insights, and enhancing customer service. Whereas, agents can leverage AI to focus on building relationships and offering personalized experiences, which remain crucial in business transactions. Thus, let’s have a detailed look at why AI will enhance, rather than replace, real estate agents: Streamlining Tasks: AI will automate repetitive tasks such as data entry, appointment scheduling, and basic customer inquiries. Subsequently, it will allow real estate agents to focus on more complex and value-added activities, increasing their overall efficiency. Availability: It can operate 24/7, ensuring that clients receive timely responses even outside regular business hours. Also, this will enhance customer satisfaction and ensure that potential leads are not lost due to delays. Data Analysis: As mentioned already, it processes vast amounts of data quickly, providing agents with valuable insights into market and property values. As a result, it will allow agents to make more informed decisions and offer better advice to their clients. Creative Marketing: With AI, agents can bring creativity and personal flair to their marketing efforts. Likewise, they will be able to highlight a property’s unique features and appeal to potential buyers on an emotional level. Overall, AI is transforming the industry by automation and providing data-driven insights, it is unlikely to replace real estate agents. Instead, it will serve as a powerful tool for agents to focus on building relationships and providing personalized services. Therefore, agents and businesses must embrace the power of AI in real estate, to be better positioned in the industry. Nonetheless, you may always reach us to know how AI can help you in providing exceptional services to your clients. How to Use ChatGPT (or Similar Language Models) for Real Estate? How to Use ChatGPT (or Similar Language Models) for Real Estate? In today’s landscape utilizing language models like ChatGPT and Gemini-AI gives real estate agents and businesses a significant edge. For instance, from automating customer interactions to generating market insights, these models can streamline various operations quite swiftly. Meanwhile, let’s see how you can effectively use Large Language Models (LLMs) like ChatGPT in real estate: Customer Service: Deploy AI chatbots on websites to answer common queries, provide property information, and schedule appointments. Content Creation: Generate property descriptions, blog posts, and marketing materials quickly and efficiently. Market Analysis: Use GPT models to interpret market trends and generate reports for clients. Lead Generation: In addition, engage with potential clients through conversational AI, qualifying leads, and directing them to human agents. Now, it goes without saying that GPTs are a transformative element for businesses across a wide range of industries. Hence, as a real estate business, you must consider implementing AI-models to provide better and efficient services to your clients. Future Trends of AI in Real Estate Future Trends of AI in Real Estate With the continuous development of AI solutions, its impact on real estate is expected to grow even more profound. With that said, here’s some of the several crucial AI trends for the real estate industry on the horizon: Hyper-Personalization: More sophisticated algorithms will provide even more accurate property valuations, taking into account a wider range of factors such as :- Economic Indicators Neighbourhood Dynamics Property Specific Features As a result, it will deliver highly personalized experiences for buyers and renters, tailoring property recommendations as per preferences. Blockchain Integration: Blockchain technology will provide more secure and transparent real estate transactions, reducing fraud and increasing trust among parties. On the other hand, Smart contracts will automate and enforce contract terms, streamlining the entire transaction processes. AI-Driven Sustainability: AI will help optimize building designs and operations for sustainability. Also, Predictive analytics will help in planning and implementing sustainability initiatives, reducing the carbon footprint of real estate developments. Autonomous Property Management: Fully automated property management systems will handle everything from tenant interactions to maintenance. Therefore, the future of AI in real estate is promising, with numerous advancements poised to transform the industry further. Nonetheless, the real estate businesses who are planning to embrace these technologies now will be better positioned in future. Likewise, TheCodeWork is also set to help businesses in leveraging AI and getting a competitive edge in the global market. Case Study To illustrate the real-world impact of AI in Real Estate, let’s consider a few notable case studies: Zillow Zillow Goal: Enhancing Property Valuation Application: Zestimate Algorithm Zillow uses AI and machine learning in their Zestimate algorithm to provide accurate property value estimates. Subsequently, by analyzing a vast dataset including property characteristics, location, and transaction history, it continuously improves its predictive accuracy. As a result, it helps buyers and sellers to make informed decisions, and real estate agents to provide better client advice. Compass Compass Goal: Personalizing Property Recommendations Compass integrates AI to provide personalized property recommendations and streamline the home-buying process. Their AI-driven platform analyzes user preferences, search history, and market data to suggest homes that meet specific criteria. Additionally, Compass uses AI to optimize pricing strategies and identify potential buyers, enhancing the efficiency of real estate transactions. Hoozip Hoozip Goal: Using Predictive Analytics for Investment Hoozip uses AI to provide real estate investors with predictive analytics and investment insights. Afterwards, their platform analyzes market trends, property data, and financial metrics to identify profitable investment opportunities. Eventually, it helps investors assess risk, project returns, and make informed decisions quickly, while enhancing their investment strategies. ShelterZoom ShelterZoom Goal: Blockchain and AI integration ShelterZoom integrates AI with blockchain technology to create a transparent and secure real estate transaction platform. Then the AI automates contract generation, document management, and compliance checks, while blockchain ensures transparency and security. Accordingly, this combination streamlines the transaction process, reduces fraud, and enhances trust among parties. Eventually, these case studies highlight the transformative impact of AI in real estate. Furthermore, you too can leverage on this just like them for your real estate ventures – Hence, all you have to do is to get in touch with us. How TheCodeWork can help you? At TheCodeWork, we specialize in integrating advanced technological solutions like Artificial Intelligence (AI) into businesses across industries. For example, we have extensive experience and expertise in various domains like: Healthcare Logistics Finance Edutech Likewise, we help businesses to enhance their operations, improve customer experiences, and stay ahead of the competition. Besides, we can develop custom AI solutions that cater to the specific requirements of your real estate business. So, whether you need predictive analytics, chatbots, or automated property management systems, we provide solutions that align with your goals. AI development service AI development service With our AI solutions, you can analyze historical sales-data, economic indicators, neighborhood trends, and property characteristics to estimate property valuations. As a result, it helps you to make informed decisions and ensure fair pricing for your clients. Also, TheCodeWork keeps you at the forefront of technological advancements across industries. On the other hand, our AI solutions are scalable, allowing you to expand your operations seamlessly as your business grows. In addition, we continuously update ourselves to ensure that your businesses stay abreast with the latest innovations in the field. So, if you are looking forward to transforming your real estate business and delivering exceptional value to your clients – Then, partner up with [TheCodeWork ](https://thecodework.com/)today! Bottom Line Summing Up, we clearly see that Artificial Intelligence is set to bring a revolutionary transformation in the real estate industry. Subsequently, by automating routine tasks and providing predictive analytics, it empowers real estate businesses to deliver fine qualitative services. Moreover, AI will not replace real-estate agents, rather it will augment their capabilities, allowing them to focus on other priorities. Also, the human touch and emotional intelligence that real estate agents bring to the table are irreplaceable. Source of Article:[TheCodeWork](https://thecodework.com/)

thecode_work_seo

Video game testing: a fun and profitable way to make money playing games

Everyone has dreamed of earning a substantial income simply by playing games. Who wouldn't love to...

https://dev.to/wetest/video-game-testing-a-fun-and-profitable-way-to-make-money-playing-games-38la

beginners, gametesting, programming, python

Everyone has dreamed of earning a substantial income simply by playing games. Who wouldn't love to make money while sitting on their couch and enjoying video games? It's a sentiment that resonates deeply with many when considering their career path. To address this desire, let me pose a simple question: Do you love playing video games? The idea of earning some extra cash while indulging in your favorite pastime is indeed enticing. Now is the perfect time to pursue this dream. However, like any other occupation, it is not suitable for everyone. Some people give up after a few days or months because there comes a point where work outweighs the fun. For every success story of making money by playing games, there are countless tales of failure. The key factor to consider is that achieving such a goal requires a significant investment of time and a high level of commitment. Here are a few avenues through which you can potentially earn a substantial income, provided you possess the requisite dedication. ## Game Guides Beginners to a specific game often turn to guides to grasp its concepts and important gameplay elements. This is especially true for multiplayer or player-versus-player (PvP) games, as they necessitate a set of instructions for understanding the game. You can create guide videos on platforms like YouTube, write blog posts elucidating the concepts, or even publish eBooks that serve as comprehensive guides. If you prefer to avoid advertisements, the eBook option may be more suitable. With the aid of AI, you can make and publish eBooks that explain the game's mechanics and algorithms. The key point to remember is that in order to make a living from this endeavor, you need to choose popular games and offering **unique, in-depth content** in your guides. The more popular the game, the higher the demand for guides. However, given the abundance of existing guides, it is crucial that you offer something unique and fresh in your own guide. This will require a substantial amount of time and effort on your part to ensure the success of your investment. ## Writing Reviews or Opinion-Sharing Writing reviews or sharing your expert opinions about video games can significantly influence people's decision to purchase and play them. As a gaming influencer with a programming background, you can provide detailed insights into the **game's design, functionality, and code structure**. This approach offers scalability, stability, and the potential for profitability. You have the flexibility to do this at your own pace, without any time constraints. It is crucial to write reviews that are appropriate and relevant to the target audience. You can also integrate this method with online businesses that sell gaming products on major e-commerce platforms. Even though avid gamers may already be familiar with a particular game, they often refer to the review section to ensure they haven't overlooked any crucial aspects. This approach offers scalability, stability, and the potential for profitability. ## Coaching and Boosting Coaching and boosting are methods that may not be as commonly used as others. These options rely heavily on the expertise and gaming abilities of skilled individuals. Some people are willing to pay a significant amount of money to learn from these experts. The key is to emphasize the value of coaching and its benefits. However, not everyone can become a coach. Coaching is typically pursued by highly trained individuals who are considered the best in their field. You can utilize platforms like Google to search for coaching opportunities and advertise your coaching services. Boosting, on the other hand, is less well-known. It involves assisting players in multiplayer games to achieve high rankings or reach the top of leaderboards. However, it is often considered cheating, which is why it is not a widely popular practice. It's important to note the ethical considerations when it comes to boosting and ensure that any services offered align with fair play and the rules of the game. ## Game Testing During the development phase of a game, it undergoes various levels of testing, including multiple rounds of testing. However, as the game nears completion, developers often seek external assistance to identify any overlooked issues. When a game is evaluated by someone new, they may uncover previously unseen aspects or errors. As a video game tester, your responsibility will be to thoroughly test each module created by the developer, with a particular focus on **bug detection**. Once you identify any bugs or glitches, documenting them is crucial for developers to pinpoint the problems. To be honest, becoming a tester is not particularly difficult. However, it requires a high level of concentration that can be mentally draining. If you are not part of an internal team in a company, you will likely receive offers for mobile game testing. While companies usually seek highly experienced individuals for in-house testing, it is not an impossible feat to land such a position. As for resources, companies generally provide everything you need. However, there are some key factors to consider: - **Skills and Abilities**: To pursue a career as a video game tester, important attributes include quick comprehension, adaptability, and experience with video games. - **Personal Traits**: Testers possess extensive knowledge across various game genres and can easily spot minute details that can aid developers in delivering their best work. - **Knowledge**: It can be advantageous to have experience or certifications in fields such as software development, game design, software testing, graphic communication, and computer programming. ## Conclusion Video game testing can be a fun and profitable way to make money playing games, provided you have the necessary skills and dedication. By understanding the responsibilities of a game tester, acquiring the required qualifications, and actively seeking opportunities, you can turn your passion for gaming into a rewarding career. For instance, WeTest's [local user testing services](https://www.wetest.net/products/crowd-testing?source=dev) may now and then need crowd testers for games from their customers. If you're ready to take your love for video games to the next level, consider pursuing a career in video game testing and enjoy the best of both worlds – playing games, writing codes and earning money. 

wetest

How to Validate Array Data in Laravel Using Request Classes

Create a Request Class: As before, create a request class with your validation rules. php...

https://dev.to/davidgualvez/how-to-validate-array-data-in-laravel-using-request-classes-27kp

laravel, validation

1. Create a Request Class: As before, create a request class with your validation rules. ``` php artisan make:request StoreUserRequest ``` Define your validation rules in the generated request class (StoreUserRequest): ``` <?php namespace App\Http\Requests; use Illuminate\Foundation\Http\FormRequest; class StoreUserRequest extends FormRequest { public function authorize() { return true; } public function rules() { return [ 'name' => 'required|string|max:255', 'email' => 'required|email|unique:users,email', 'password' => 'required|string|min:8', ]; } } ``` 2. Validate the Array Data in the Controller: In your controller, you can validate the array data using the validation rules from the request class and additional rules if needed. ``` namespace App\Http\Controllers; use App\Http\Requests\StoreUserRequest; use Illuminate\Http\Request; use Illuminate\Support\Facades\Validator; class UserController extends Controller { public function store(Request $request) { // Example array data (in real use-case, this might come from another source) $data = [ 'name' => 'John Doe', 'email' => '[email protected]', 'password' => 'secret1234', 'age' => 25, 'terms' => true, ]; // Retrieve rules from the request class $requestClass = new StoreUserRequest(); $rulesFromRequestClass = $requestClass->rules(); // Additional validation rules $additionalRules = [ 'age' => 'required|integer|min:18', 'terms' => 'accepted', ]; // Combine rules from the request class and additional rules $combinedRules = array_merge($rulesFromRequestClass, $additionalRules); // Validate the data array with the combined rules $validator = Validator::make($data, $combinedRules); if ($validator->fails()) { return response()->json(['errors' => $validator->errors()], 422); } // Use the validated data for further processing $validatedData = $validator->validated(); // Example: Create a new user $user = User::create($validatedData); return response()->json(['message' => 'User created successfully', 'user' => $user], 201); } } ``` 3. Customize Validation Messages (Optional): You can customize the validation messages in the request class as needed. ``` public function messages() { return [ 'name.required' => 'The name field is required.', 'email.required' => 'The email field is required.', 'email.email' => 'The email must be a valid email address.', 'password.required' => 'The password field is required.', 'age.required' => 'The age field is required.', 'terms.accepted' => 'You must accept the terms and conditions.', ]; } ``` By following these steps, you can validate array data using the validation rules defined in a request class, combined with additional rules, in your Laravel controller.

davidgualvez

4K USB Camera Solutions for Cutting-Edge Robotics Applications

Within the quickly developing field of robotics, vision systems are essential for improving...

https://dev.to/finnianmarlowe_ea801b04b5/4k-usb-camera-solutions-for-cutting-edge-robotics-applications-hmf

4kusbcamera, usbcamera, 4kcamera, robotics

 Within the quickly developing field of robotics, vision systems are essential for improving autonomy, accuracy, and functionality. Of these, **[4K USB camera](https://www.vadzoimaging.com/product/ar1335-fixed-focus-4k-usb-camera)**s are quickly becoming essential instruments, offering unmatched sharpness and detail for a wide range of robotic uses. Let's see how these state-of-the-art cameras are transforming robotics in many industries. **Robotics Vision Systems: A History** From basic mechanical arms to sophisticated autonomous systems capable of performing difficult tasks, robotics has come a long way. Vision systems, which allow robots to see and communicate with their surroundings, are essential to this evolution. These vision systems now offer exceptional clarity and high-resolution imaging thanks to the inclusion of 4K USB cameras, which has greatly increased their capabilities. **Improving Obstacle Detection and Navigation** 4K Cameras: Revolutionizing Clarity of Vision For robotics to operate safely and effectively, navigation is essential. With the use of sophisticated images from 4K USB cameras, robots can navigate challenging surroundings with greater accuracy. Better object recognition and obstacle detection are made possible by their higher resolution, which is essential for autonomous vehicles and drones working in difficult terrain. **Accurate Manipulation of Objects in Manufacturing** 4K Webcam: Improving Automated Production Lines Robots with 4K USB cameras are quite useful in manufacturing settings. On assembly lines, these cameras make precise object manipulation and quality control easier. Robots can carry out complex activities like precise part placement and defect detection thanks to their high-definition imaging capabilities, which boost production efficiency and product quality. **Surgical Robotics Advancement via High-Resolution Imaging** Redefining Surgical Precision with a 4K Camera In the realm of medical robotics, accuracy is crucial. With surgical robots, 4K USB cameras play a crucial role in providing surgeons with detailed images for accurate operations. These cameras provide better visualization for delicate or minimally invasive surgeries, improving surgical results and patient safety. **Facilitating More Intelligent Farming Techniques** 4K Webcam: Transforming Automation in Agriculture Farming techniques are being transformed by agricultural automation, which is making them more sustainable and efficient. Agricultural robots equipped with 4K USB cameras provide unparalleled clarity in real-time crop and livestock monitoring. These cameras help with better yield management and more intelligent decision-making through crop inspection and automated harvesting. **Driving Robotics for Security and Surveillance** 4K cameras: improving monitoring power Robots for security and surveillance use high-definition photography to keep an eye on and secure a variety of locations. Detailed footage from 4K USB cameras improves danger identification and situational awareness. These cameras provide efficient monitoring and reaction to possible security incidents, whether they are placed in public areas, commercial buildings, or residential neighborhoods. **Prospective Developments and Advances in Robotics** The field of robotics has a bright future ahead of it as technology develops. Trends like sensor fusion, AI integration, and improved networking will allow robots with 4K USB cameras to perform even more. These developments might revolutionize a variety of industries, including healthcare and logistics, and bring in a new era of robotics that is more intelligent and adaptable. **In summary** To sum up, 4K USB cameras are an important development in robotics that will enable **[robots](https://www.vadzoimaging.com/product-page/onsemi-ar1335-4k-usb-camera)** to see better in a variety of applications. Robots can now function with remarkable clarity and efficiency thanks to these cameras, which are used in precision manufacturing and advanced medical operations. The use of 4K USB cameras will be crucial in determining the direction automation and intelligent systems take as robotics develops further. Accept the potential of 4K USB cameras in robotics to open up new avenues for creativity and productivity in your sector. By utilizing this cutting-edge technology, robotics could enter a new era of dependability and capability. **[Click To Know More](https://www.vadzoimaging.com/product-page/onsemi-ar1335-monochrome-4k-usb-camera)**

finnianmarlowe_ea801b04b5

How Vue.js Integrates with Microservices Architecture for Efficient Development

In modern web development, combining the power of Vue.js with a microservices architecture offers a...

https://dev.to/ngocninh123/how-vuejs-integrates-with-microservices-architecture-for-efficient-development-5ga1

vue, microservices

In modern web development, combining the power of Vue.js with a microservices architecture offers a compelling approach to building scalable, maintainable, and robust applications. This blog explores the role of Vue.js in microservices, how it adapts to this architecture, and the benefits and challenges of integrating Vue.js with microservices. ## The Role of Vue.js in Microservices Architecture Microservices architecture breaks down a monolithic application into smaller, independent services that can be developed, deployed, and scaled separately. Vue.js, a progressive JavaScript framework, is ideal for this approach due to its component-based architecture, which promotes modularity and reusability. Each microservice can interact seamlessly with these components, making Vue.js an excellent choice for front-end development in a microservices environment. ## How Vue.js Adapts to Microservices Architecture ### Component-Based Architecture Vue.js is built around a component-based architecture, which fits perfectly with the microservices approach. Each Vue.js component can correspond to a specific microservice, promoting a clear separation of concerns and enhancing scalability and maintainability. ### API-Driven Development In microservices, communication between services is typically managed through APIs. Vue.js excels at handling API requests and responses, making it easy to consume RESTful APIs or GraphQL endpoints from various microservices. This ensures smooth and efficient data exchange between the front-end and back-end. ### Flexible Integration Vue.js can be integrated with a variety of backend technologies and microservices frameworks, such as Node.js, Spring Boot, and Django. This flexibility allows Vue.js to work seamlessly with different tech stacks, making it a versatile choice for diverse development needs. ### State Management Managing the state across multiple components and services is crucial in a microservices environment. Vue.js offers robust state management solutions like Vuex, which help maintain a consistent application state while interacting with different microservices. This ensures data integrity and a smooth user experience. ## Benefits of Using Vue.js with Microservices ### Scalability Vue.js enhances the scalability of a microservices architecture. By decoupling the front-end and back-end, each microservice can be scaled independently based on demand, improving resource utilization and overall application performance. ### Modularity and Reusability Vue.js's component-based architecture promotes modularity and reusability. Developers can update or replace individual components without affecting the entire application, enabling faster iterations and reducing downtime. ### Development Efficiency Vue.js accelerates the development process through code reusability and maintainability. This makes it easier to manage complex applications composed of numerous microservices. ### Enhanced Performance Vue.js is lightweight and efficient, ensuring that applications remain responsive and perform well even under heavy loads. This performance boost is crucial for maintaining a positive user experience. Challenges of Integrating Vue.js with Microservices ### Complex Coordination Managing a microservices architecture can be complex, especially when coordinating interactions between numerous services and front-end components. Proper planning and robust tooling are essential to handle this complexity effectively. ### Latency Issues Communication between microservices can introduce latency, potentially affecting the user experience. Implementing efficient communication protocols and optimizing API interactions are crucial to mitigate this issue. ### Consistency Management Ensuring consistent data synchronization across different services and components can be challenging. Effective state management and real-time data handling are necessary to maintain data integrity and provide a seamless user experience. ## Conclusion Integrating Vue.js with a microservices architecture offers a powerful approach to building modern web applications. The component-based architecture of Vue.js, combined with its flexibility and efficiency, makes it an ideal choice for front-end development in a microservices environment. While there are challenges to consider, the benefits—scalability, modularity, development efficiency, and enhanced performance—make Vue.js a compelling option for developers. As the web development landscape continues to evolve, Vue.js remains at the forefront, enabling the creation of high-quality, cross-platform software solutions. Source: [https://www.hdwebsoft.com/blog/how-does-vue-js-development-adapt-to-microservices-structure.html](https://www.hdwebsoft.com/blog/how-does-vue-js-development-adapt-to-microservices-structure.html)

ngocninh123

Hoe Veilingitems en Producten Bijdragen aan het Succes van een Veiling voor een Goed Doel

Het organiseren van een veiling goede doel is een fantastische manier om fondsen te werven en...

https://dev.to/whydonatefundraising/hoe-veilingitems-en-producten-bijdragen-aan-het-succes-van-een-veiling-voor-een-goed-doel-56hj

Het organiseren van een veiling goede doel is een fantastische manier om fondsen te werven en tegelijkertijd de gemeenschap te betrekken bij een belangrijk initiatief. Door het aanbieden van unieke veilingitems en diverse veilingen producten kunnen non-profitorganisaties aanzienlijke bedragen ophalen die bijdragen aan hun missie. In deze blog bespreken we hoe je succesvol een veiling voor een goed doel kunt organiseren en welke veilingitems en producten het beste werken. Wat is een Veiling voor een Goed Doel? Een veiling voor een goed doel is een evenement waarbij producten en diensten worden geveild om geld in te zamelen voor een specifiek doel of initiatief. De veiling kan zowel fysiek als online plaatsvinden en omvat vaak een breed scala aan veilingitems, variërend van kunstwerken en reizen tot unieke ervaringen en gesigneerde memorabilia. Waarom Een Veiling voor een Goed Doel Organiseren? Fondsenwerving Het primaire doel van een veiling voor een goed doel is het inzamelen van fondsen. Door aantrekkelijke veilingen producten aan te bieden, kunnen organisaties aanzienlijke bedragen ophalen die direct bijdragen aan hun projecten en initiatieven. Gemeenschapsbetrokkenheid Veilingen trekken vaak een breed publiek aan, waardoor de gemeenschap meer betrokken raakt bij het goede doel. Dit verhoogt niet alleen de zichtbaarheid van de organisatie, maar kan ook leiden tot langdurige steun en betrokkenheid. Marketing en Exposure Het organiseren van een veiling biedt een uitstekende gelegenheid voor marketing en exposure. Het evenement kan worden gepromoot via verschillende kanalen, zoals sociale media, e-mailnieuwsbrieven en lokale pers, waardoor het bereik van de organisatie wordt vergroot. Succesvolle Veilingitems Kiezen Het kiezen van de juiste veilingitems is cruciaal voor het succes van je veiling. Hier zijn enkele tips om ervoor te zorgen dat je veilingen producten aantrekkelijk zijn voor de bieders: Unieke Ervaringen Unieke ervaringen zijn vaak zeer gewild op veilingen. Denk aan exclusieve backstage passes voor concerten, privé-rondleidingen door musea of kooklessen met een bekende chef-kok. Deze ervaringen zijn moeilijk elders te verkrijgen en kunnen daarom hoge biedingen aantrekken. Gesigneerde Memorabilia Gesigneerde items zoals boeken, sportartikelen en kunstwerken kunnen zeer waardevol zijn. Zorg ervoor dat de items authentiek zijn en dat je een certificaat van echtheid kunt aanbieden. Reizen en Vakanties Vakantiepakketten, hotelverblijven en reiskaarten zijn populaire veilingitems. Samenwerkingen met reisbureaus en hotels kunnen helpen om aantrekkelijke en unieke reiservaringen aan te bieden. Kunst en Antiek Originele kunstwerken en antieke items trekken vaak de aandacht van verzamelaars en kunstliefhebbers. Deze veilingitems kunnen aanzienlijke bedragen opleveren, vooral als ze afkomstig zijn van gerenommeerde artiesten of galerijen. Luxe Goederen Luxe goederen zoals sieraden, horloges en designerkleding zijn altijd populair op veilingen. Zorg ervoor dat de producten van hoge kwaliteit zijn en een hoge marktwaarde hebben. Organisatie en Planning Het succes van een veiling goede doel hangt af van een goede organisatie en planning. Hier zijn enkele stappen om je op weg te helpen: Bepaal je Doelen Stel duidelijke doelen voor de veiling, zoals het bedrag dat je wilt inzamelen en het aantal deelnemers dat je wilt aantrekken. Dit helpt bij het plannen en uitvoeren van het evenement. Promoot het Evenement Gebruik verschillende marketingkanalen om je veiling te promoten. Maak gebruik van sociale media, e-mailcampagnes en lokale media om de aandacht te trekken en een breed publiek te bereiken. Samenwerken met Bedrijven Zoek samenwerkingen met lokale bedrijven en sponsors die veilingitems kunnen doneren. Dit vergroot niet alleen de diversiteit van de veilingen producten, maar kan ook leiden tot extra exposure en steun. Gebruik van Technologie Overweeg het gebruik van online veilingplatforms om een breder publiek te bereiken. Online veilingen maken het mogelijk voor mensen om deel te nemen, ongeacht hun locatie, wat de kans op hogere biedingen vergroot. Conclusie Een veiling voor een goed doel is een effectieve manier om fondsen te werven en de betrokkenheid van de gemeenschap te vergroten. Door zorgvuldig te kiezen welke veilingen producten en **[veilingitems ](https://whydonate.com/nl/blog/goede-doel-veiling-items/ )**je aanbiedt, kun je de aantrekkingskracht van je veiling vergroten en meer geld inzamelen voor je goede doel. Met de juiste planning, promotie en samenwerkingen kan een veiling niet alleen financiële steun opleveren, maar ook langdurige relaties en bewustwording voor je organisatie bevorderen. [](url)

whydonatefundraising

Unlocking Value: The Art Of VAVE In Product Development

Value Analysis/Value Engineering (VAVE) is a systematic approach used in product development to...

https://dev.to/saumya27/unlocking-value-the-art-of-vave-in-product-development-4f96

vave

Value Analysis/Value Engineering (VAVE) is a systematic approach used in product development to enhance the value of a product or system by either improving its function or reducing its cost. This methodology focuses on optimizing the balance between cost, performance, and quality, ensuring that a product meets its intended purpose efficiently and economically. VAVE is widely applied across various industries, including automotive, aerospace, consumer goods, and electronics, to drive innovation and cost savings. **Key Principles of VAVE** **Function-Oriented:** VAVE starts with a thorough analysis of the product’s functions. It identifies what each component or feature is supposed to achieve, ensuring that all functions are necessary and valuable. **Cost Reduction:** By examining the product’s components, materials, and manufacturing processes, VAVE seeks to find cost-saving opportunities without compromising quality or performance. **Multidisciplinary Approach:** VAVE involves collaboration across different departments such as design, engineering, procurement, and production. This ensures a comprehensive view of the product’s lifecycle and facilitates innovative solutions. **Continuous Improvement:** VAVE is not a one-time exercise but an ongoing process of looking for opportunities to improve value throughout the product development cycle. **Steps in the VAVE Process** **Information Phase:** Gather all relevant data about the product, including its design, materials, manufacturing processes, and costs. This phase involves understanding customer needs and market requirements. **Function Analysis:** Break down the product into its basic functions and assess the importance and cost of each function. This helps in identifying areas where improvements or cost reductions can be made. **Creative Phase:** Generate ideas for improving product functions or reducing costs. This brainstorming session involves all stakeholders to encourage diverse perspectives. **Evaluation Phase:** Assess the feasibility, cost, and benefits of the proposed ideas. This involves detailed analysis and comparison of different solutions to select the best options. **Development Phase:** Develop the chosen solutions into detailed plans, including prototypes, specifications, and cost estimates. This phase involves testing and validating the proposed changes. **Implementation Phase:** Integrate the approved changes into the product development process. This includes updating designs, modifying production processes, and training personnel. **Follow-Up Phase:** Monitor the performance of the implemented changes to ensure they achieve the desired value improvements. This phase also includes documenting lessons learned and identifying further opportunities for VAVE. **Benefits of VAVE in Product Development** **Cost Efficiency:** By identifying and eliminating unnecessary costs, VAVE helps in achieving significant cost savings in product development and manufacturing. **Enhanced Quality:** Focusing on function analysis ensures that each component of the product adds value, leading to improved product quality and performance. **Innovation:** The creative phase of VAVE encourages innovative thinking and can lead to the development of new features or technologies that enhance the product’s competitiveness. **Customer Satisfaction:** By aligning product functions with customer needs, VAVE ensures that the final product meets or exceeds customer expectations, leading to higher satisfaction and loyalty. **Market Competitiveness:** Cost reductions and quality improvements achieved through VAVE can make the product more competitive in the market, increasing sales and market share. **Examples of VAVE Application** 1. Automotive Industry: In automotive manufacturing, VAVE can be used to reduce the weight of vehicle components, improve fuel efficiency, and lower production costs without compromising safety or performance. 2. Electronics: In consumer electronics, VAVE might involve optimizing circuit designs to reduce material costs while enhancing device functionality and reliability. 3. Aerospace: VAVE can help aerospace companies develop lighter and more efficient components, reducing fuel consumption and maintenance costs. **Conclusion** [VAVE in product development](https://cloudastra.co/blogs/unlocking-value-the-art-of-vave-in-product-development) drives efficiency, innovation, and cost-effectiveness. By focusing on value through a systematic approach, companies can enhance their products and gain a competitive edge in the market.

saumya27

Engineering the Future: Antenna Design, Manufacturing, and Service

Exploring Antenna Technology For years, advances in antenna technology have played important roles...

https://dev.to/ervin_enewelloy_98c6c81/engineering-the-future-antenna-design-manufacturing-and-service-552l

design

Exploring Antenna Technology For years, advances in antenna technology have played important roles in many of the modern conveniences we take for granted. It is used communication, navigation and location track etc. This article will take a deeper dive into the topic of antennas: discussing how they have evolved, what advantages male sma connector modern technologies offer to them today, practical safety aspects, some industry standards and recommendations on their application as well as briefly introducing various types. Advantages of Antennas: It offers a great number of advantages in terms communication needs through antennas; Extension of Signal Range: Communication via a vast expanse would not be possible without the help from antennas. Flexible Communication: They can work at many different frequency ranges (band 3 to 40). Antennas enable swift communication for the data to be sent & received quickly. Easy installation: The antennas are simple to set up and requiring little effort. Cost-effective - When compared to other technologies, antennas are a low cost communication solution. New Antenna Designs: These antenna designs paved the way for better communication strategies and thus improved performance. Few of the new models consists, Small Profile Microstrip Antennas: These antennas are light weight and commonly used in portable electronic devices. Printed Antennas: Inexpensive to produce using a printing method, these antennas can fit curved surfaces. They are based on nanotechnology and these antennas are very small but super effective. MIMO Antennas: Utilization of Multiple antennas to increase the speed in data transmission and reception. Antenna Safety: Antennas are, by design and regulations, low-power emission devices but it is essential to do the installation right or someone would pay dearly in term of rf coaxial connector equipment cost and possible injury. Recommended for Best Safety: Professional Installation Using Antennas: Once you are familiar with the way that antennas work then operating them is quite straightforward. MTM Specialist Antennas are designed to connect directly on your equipment, be it a phone, TV or GPS system and mount in an area offering the best signal. Regular maintenance is required to keep the antenna working at its best and last for years. selecting the right antenna that is best suited to your communication needs and device-specific properties are important. Quality and Service: When you choose an antenna for communication, it is very important that quality and service are at the forefront. Factors to consider include: The Cost-Effectiveness: Prefer antenna which is within budget as well should be trustworthy. Durability - Make sure the antenna can take a beating for its use case. Compatible: You must pick an antenna that works with your device or app. Antenna-Related Repairs and Replacement warranty: Warranty Policy should cover all antenna relating repairs or replacements. Antenna Uses: The areas where the antenna technology is used are as follows. Communication (mobile and landline telecommunications) Broadcast: The radio and television stations send signals via antennas. Global Positioning System (GPS) Navigation: The technology that makes it possible to identify your exact location with the object involves antennas in their basic structure carried within GPS sma connector cable devices. Military This is for antennas which are used as communication links or radar operations in military applications. Medical (uses antennas in some electrical/inductive appliances) In summary: The progress in antenna technology has been stunning and it is undeniable that the face of modern communication practices has drastically changed hovering over its tracks. The antennas provide a smooth, affordable and level of trust in communication as well as transportation. There is a constant flux of breakthroughs in antenna design, manufacturing and service that promise to change the way we live our lives.

ervin_enewelloy_98c6c81

Pieces is the only AI tool you need to be a 10x developer🤯

ChatGPT is boring and we all know it but I've something exciting that can take your dev skills to...

https://dev.to/anmolbaranwal/pieces-is-the-only-ai-tool-you-need-to-be-a-10x-developer-13le

tutorial, productivity, vscode, programming

ChatGPT is boring and we all know it but I've something exciting that can take your dev skills to 10x. It's an AI tool called Pieces, and I've been a huge fan for a long time. Today, we will cover Pieces and the complete guide on how it can help you be more productive. One thing that you can do is browse the docs (web browser) and let the AI learn everything. You can ask doubts, and it will answer your doubts from those docs. And trust me, that's just scratching the surface in terms of cool features! Let's break it down :) --- ## What is covered? In a nutshell, we are covering these topics in detail. 1. What is Pieces and why should you use it? 2. A step-by-step guide on how to install Pieces (VSCode + Desktop + Chrome extension) with use cases. 3. Pieces Copilot+ with live context (most interesting one). 4. Popular apps built with Pieces. {% cta https://pieces.app/?utm_source=devto&utm_medium=cpc&utm_campaign=anmol %} Visit Pieces 🔥 {% endcta %} --- ## 1. What is Pieces and why should you use it? Pieces is also an AI tool but much more advanced and reliable. It's designed to help developers through intelligent code snippet management, contextualized copilot interactions, and many more.  You can watch this quick video to get the basic idea. {% embed https://www.youtube.com/watch?v=jqHomwNISVE %} A safe way to describe Pieces is that it's a horizontal tool that works, learns, and provides value across the three main pillars of a developer’s workflow. ✅ 1. Research and problem solving. You can close your 50 browser tabs and clear your search history, knowing that you've saved everything to Pieces.  &nbsp; ✅ 2. Collab with others and colleagues. Keep track of critical context by sharing, instead of endlessly scrolling through old chat messages.  &nbsp; ✅ 3. Coding in the IDE. Code smarter by centralizing your materials. Explain, comment, generate, save, reference, and reuse code in your editor, without ever leaving your active project. Whoa!  &nbsp; You can read the list of all the [cool features](https://pieces.app/features) and the [docs](https://docs.pieces.app/) if you're interested in exploring it yourself. But the best part is that there are a lot of integration options so you never have to leave your flow. You can read about [all of the plugins](https://pieces.app/plugins) that are available along with a direct install button and the option to learn more about each of the integrations. They have clearly described what all you can do in each of these and I love the detailing of these docs!  Pieces offers an AI-enabled way of going back in history to find the stuff we used and save code for later use. And with Pieces, you can change the LLM behind the Pieces Copilot so that you can continue using it when cloud models like ChatGPT go down. --- ## 2. A step-by-step guide on how to install Pieces with use cases. I will be sharing how you can install Pieces along with the use cases that can give you a better understanding of how it can help you. &nbsp; > 🎯 VSCode Extension. You can install it from the [VSCode extensions marketplace](https://marketplace.visualstudio.com/items?itemName=MeshIntelligentTechnologiesInc.pieces-vscode) or you can directly search it under extensions.  Any copilot chats and saved materials that you have in your IDE will be available across all your integrations and the Desktop App. &nbsp; > ✅ Use cases. a. You can right-click by selecting the portion of code and ask the copilot any questions that you want.  In this case, I asked, "I'm trying to understand this code, can you explain in simple terms without jargon".  b. Whenever you have an error in your code, simply open the quick fix menu and select `Pieces: Fix` to have the Copilot resolve your issue for you. Simple and efficient!  c. You can save your snippet. It categorizes based on language type, which is handy when searching later on. Plus, it stores more smart information than you might expect :)   <figcaption>stores a lot of smart info with snippet</figcaption> &nbsp; If you'd like to get a closer look at a snippet before adding it to your project, click on the snippet in the list view and it will open in a Markdown preview. You'll be able to see the snippet and its context, including any tags, descriptions, titles, related links, related people, and previously generated shareable links. d. There are a lot of things like [auto save](https://docs.pieces.app/extensions-plugins/vscode#auto-save), [auto expansion](https://docs.pieces.app/extensions-plugins/vscode#auto-expansion), cloud feature. Read about [all of the use cases](https://docs.pieces.app/extensions-plugins/vscode) on the docs that you can do with the VSCode extension. &nbsp; > 🎯 Chrome Extension. You can install the [chromium extension](https://chromewebstore.google.com/detail/pieces-for-developers-cop/igbgibhbfonhmjlechmeefimncpekepm), [Edge Addon](https://microsoftedge.microsoft.com/addons/detail/pieces-save-code-snippet/hglfimcdgonaeeobjckfdabcldfidmim), or [Firefox Addon](https://addons.mozilla.org/en-US/firefox/addon/pieces-save-code-from-the-web/) depending on the browser you're using. I'm going with Chrome!  &nbsp; > ✅ Use cases. a. The struggle of switching the tabs to check all the snippets is real which Pieces web extension solves quickly. As you can see, we can find all of the saved snippets including the one which I saved earlier.  b. I was going through the next.js docs, Pieces extension on the web browser quickly grabbed all of the snippets suggestions that I could save. I can quickly use it in the VSCode whenever I want without trying to visit the docs each time I need that code.  c. It will also give you a brief history of the last websites and the info on the snippets from each of them. You have full control over what you want to see.  d. You can use the usual copilot chat from the browser itself without opening any other AI tool like ChatGPT.   e. You can also change the settings based on your preferences.   &nbsp; > 🎯 Desktop App. You can install it using [Pieces for Windows](https://docs.pieces.app/installation-getting-started/windows), [Pieces for macOS](https://docs.pieces.app/installation-getting-started/macos), and [Pieces for Linux](https://docs.pieces.app/installation-getting-started/linux) based on the operating system you're using.  I'm a Windows user with a love for Linux commands (using hyperterminal) which is why I'm going forward with Windows. After installation, you will get Pieces Suite.  You can do it as follows.  Their centralized storage agent (Pieces OS) works on-device, unifying various developer tools (including the desktop app) to bring all the features to the table. If you're wondering what Pieces OS is then it enables Pieces products and local LLMs to operate 100% locally on your machine, with an option to connect to the cloud for backup, sharing, and cloud-based LLMs for code generation. You can read more about it on the [official docs](https://docs.pieces.app/installation-getting-started/what-am-i-installing). Let's see the options that you need to do while installing Pieces for developers.  <figcaption>step 1</figcaption> &nbsp;  <figcaption>step 2</figcaption> &nbsp;  <figcaption>step 3</figcaption> &nbsp;  <figcaption>step 4</figcaption> &nbsp;  <figcaption>step 5</figcaption> &nbsp; After doing all the steps, your starting screen will look something like this.  &nbsp; > ✅ Let's explore some of the awesome use cases that are damn helpful. a. You can choose the LLM models for both cloud and on-device. The options are good enough.  <figcaption>on device llm models</figcaption>  <figcaption>cloud llm models</figcaption> &nbsp; b. It can access everything on your entire PC, including recent web searches, files, folders, and browsers to get the hang of what you do as a developer. You need to give permission! c. You can use the search menu using `Ctrl + k` which is generally present in docs. We all use it on many websites and software like GitHub.  d. You get settings with a lot of options and a little info about each. I couldn't explore each of them because there are so many options!  e. You can do a global search, check saved materials, see workflow activity, and a lot more.  <figcaption>workflow activity</figcaption> &nbsp;  <figcaption>snippet discovery</figcaption> &nbsp; f. You can generate shareable links of the snippet, and save it to GitHub Gist under the option of Saved Materials.   g. But the most exciting feature for people who take screenshots is the option to extract code from the screenshot. I tried it and it was able to extract the code with 100% accuracy.  <figcaption>input screenshot</figcaption> &nbsp;  <figcaption>extracted code</figcaption> &nbsp; Personally, there are a lot of small things that make the experience very good which I believe you need to explore yourself. For me, saving snippets, the ability to share them very easily, and the live context to check where I left off are slightly more reliable than others.  Anyway, let's explore in deep on how we can enable the live context and what it actually does! --- ## 3. Pieces Copilot+ with live context. The most recent concept of Live Context just made it next level. You can watch the demo that created the hype on Twitter! {% embed https://youtu.be/aP8u95RTCGE %} With this, Pieces Copilot+ can now provide hyper-aware assistance to guide you right back to where you left off. It's powered by the [Workstream Pattern Engine (WPE)](https://docs.pieces.app/product-highlights-and-benefits/privacy-security-data#live-context), which enables the world's first Temporally Grounded Copilot :)  <figcaption> It has all the data on what you worked on</figcaption> &nbsp; ✅ Imagine you're working on your device as usual and exploring documentation for any framework. You can ask it specific questions like, "Can you explain the concept of ABC from the docs I recently viewed?" It provides detailed and accurate answers. ✅ Ask it, What was I working on an hour ago? and let it help you get back into flow. ✅ Or ask, "What did Anmol suggest I test in the latest release?" It stores everything you've worked on effectively. Under the hood, these screenshots are not saved, but captured, processed, and stored in a form that can be leveraged as context when you ask for it, and all of this happens entirely on your device. <q>None of your screen data is sent to the cloud.</q> Just to let you know, Pieces' contextual understanding evolved from [copilots - this YouTube video](https://www.youtube.com/watch?v=BwPdotK4Dr4) and is actually the third step in the process. &nbsp; Let's see how to activate it on the Pieces desktop application. a. Open the Pieces suite and then launch Pieces for developers.  <figcaption>pieces suite</figcaption> &nbsp;  <figcaption>pieces for developers</figcaption> &nbsp; b. Open the [power menu](https://docs.pieces.app/features/power-menu) using the default combination for Windows: - Press `Ctrl + ↵ (Control + Enter)` - Or Press `Ctrl + ⇧ + P (Control + Shift + P)` Then go to settings and Machine Learning. Now, just click the on button beside the workstream pattern engine.  <figcaption>search menu</figcaption> &nbsp;  <figcaption>workstream pattern engine</figcaption> &nbsp; c. As you can see, it's currently turned off. Simply click on it to grant the necessary permissions so it can run in the background and observe everything you do. I understand privacy concerns, I had them too. But, after thorough cross-checking, I can assure you it's completely safe to use. You can read more on the [official docs](https://docs.pieces.app/product-highlights-and-benefits/privacy-security-data#live-context). d. You just need to click on the live context in the chat and voila! You can now use it easily.  <figcaption>live context: OFF</figcaption> &nbsp;  <figcaption>live context: ON</figcaption> &nbsp; You can use it as we discussed earlier.  --- ## 4. Popular Apps built with Pieces. They have a bunch of SDK options for Pieces OS client with [TypeScript](https://github.com/pieces-app/pieces-os-client-sdk-for-typescript), [Kotlin](https://github.com/pieces-app/pieces-os-client-sdk-for-kotlin), [Python](https://github.com/pieces-app/pieces-os-client-sdk-for-python), and [Dart](https://github.com/pieces-app/pieces-os-client-sdk-for-dart). Since it's more like a tool there won't be so many projects but developers have still used it to build awesome projects. ### ✅ [DeskBuddy](https://github.com/ayothekingg/deskbuddy). A community project that helps you understand, evaluate, and improve your coding habits through analytics and Copilot Conversation. The primary language used is TypeScript. You can check the [GitHub Repository](https://github.com/ayothekingg/deskbuddy). &nbsp; ### ✅ [CLI Agent](https://github.com/pieces-app/cli-agent). A comprehensive command-line interface (CLI) tool designed to interact seamlessly with Pieces OS. It provides a range of functionalities such as asset management, application interaction, and integration with various Pieces OS features. The primary language used is Python. You can check the [GitHub Repository](https://github.com/pieces-app/cli-agent). &nbsp; ### ✅ [Streamlit & Pieces](https://github.com/pieces-app/pieces-copilot-streamlit-example). The Pieces Copilot Streamlit Bot is an interactive chatbot application built using Streamlit, designed to provide users with a seamless interface to ask questions and receive answers in real-time. The primary language used is Python. You can check the [GitHub Repository](https://github.com/pieces-app/pieces-copilot-streamlit-example). --- I think it's safe to say that Pieces is changing the world and as a developer, you should use it to your advantage. For me, as a technical writer and a developer, Pieces is the only tool that I would need to make myself 10x productive. I hope you loved the breakdown of Pieces, and let me know in the comments if you know any other cool features about Pieces. Please join my community for developers and tech writers at [dub.sh/opensouls](https://dub.sh/opensouls). | If you like this kind of stuff, <br /> please follow me for more :) | <a href="https://twitter.com/Anmol_Codes"><img src="https://img.shields.io/badge/Twitter-d5d5d5?style=for-the-badge&logo=x&logoColor=0A0209" alt="profile of Twitter with username Anmol_Codes" ></a> <a href="https://github.com/Anmol-Baranwal"><img src="https://img.shields.io/badge/github-181717?style=for-the-badge&logo=github&logoColor=white" alt="profile of GitHub with username Anmol-Baranwal" ></a> <a href="https://www.linkedin.com/in/Anmol-Baranwal/"><img src="https://img.shields.io/badge/LinkedIn-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white" alt="profile of LinkedIn with username Anmol-Baranwal" /></a> | |------------|----------| Follow Pieces on DEV here. {% embed https://dev.to/getpieces %}

anmolbaranwal

Experience the Thrill of Casino Roulette Game-Vegas11 with Roulettegame

Casino roulette game has long been one of the most exciting and captivating games in the world of...

https://dev.to/ravi_kumar_4bea3380b0d3da/experience-the-thrill-of-casino-roulette-game-vegas11-with-roulettegame-6lb

casinoroulettegame, freeroulettegameonline, roulettegameonlinerealmoney

**[Casino roulette game](https://roulettegame.cc/)** has long been one of the most exciting and captivating games in the world of gambling. At Roulettegame, we bring you an unparalleled experience that combines the thrill of the spin, the anticipation of the ball's landing, and the potential for significant winnings. In this comprehensive guide, we delve into the intricacies of roulette, its rich history, strategies to maximize your winnings, and why Roulettegame is the ultimate destination for both novice and seasoned players. **A Brief History of Roulette** The game of roulette, which translates to "little wheel" in French, has its origins in 18th century France. Blaise Pascal, a French mathematician, and physicist, is often credited with the invention of a primitive form of roulette in his quest to create a perpetual motion machine. The modern version of the game was developed later, combining elements of earlier games such as Biribi and Roly-Poly. Today, roulette is a staple in casinos worldwide, known for its elegance and simplicity. **Understanding the Basics of Roulette** At Roulettegame, we offer two main types of roulette: European and American. The primary difference between the two is the number of zero slots on the wheel. European roulette features a single zero, while American roulette includes both a single zero and a double zero, slightly increasing the house edge. The game consists of a wheel with 37 or 38 numbered pockets and a betting table where players place their wagers. **How to Play Roulette** Playing roulette is straightforward. Players place bets on the betting table, predicting where the ball will land on the spinning wheel. Bets can be placed on single numbers, groups of numbers, colors (red or black), odd or even numbers, and high or low numbers. Once all bets are placed, the dealer spins the wheel and releases the ball. When the ball lands in a pocket, the dealer announces the winning number and pays out the corresponding bets. **Mastering Roulette Strategies** Betting Strategies to Enhance Your Game While roulette is predominantly a game of chance, employing strategic betting systems can help manage your bankroll and potentially increase your chances of winning. Here are some popular strategies: **The Martingale System** The Martingale System is one of the most well-known betting strategies. It involves doubling your bet after each loss, with the aim of recouping all previous losses with a single win. While this method can be effective in the short term, it requires a substantial bankroll and comes with a high risk of significant losses. **The Fibonacci System** Based on the famous Fibonacci sequence, this strategy involves betting amounts that follow the sequence (1, 1, 2, 3, 5, 8, 13, etc.). Each bet is the sum of the two preceding bets. This system is less aggressive than the Martingale and can help mitigate losses over time. **The Labouchere System** Also known as the Cancellation System, the Labouchere involves setting a sequence of numbers that represent your desired profit. After each bet, you adjust the sequence by crossing off numbers if you win or adding to the sequence if you lose. This system provides a structured approach to betting, making it easier to manage your bankroll. **Tips for Successful Roulette Play** 1. **Set a Budget**: Determine a fixed amount of money you're willing to spend and stick to it. This helps prevent overspending and ensures a more enjoyable experience. 2. **Choose European Roulette**: Opt for European roulette over American roulette to benefit from the lower house edge. 3. **Understand the Odds**: Familiarize yourself with the different types of bets and their respective odds. Outside bets (red/black, odd/even) have better odds but lower payouts, while inside bets (single numbers) offer higher payouts but lower odds. 4. **Practice with Free Games**: At Roulettegame, we offer free roulette games for players to practice and hone their skills without risking real money. **Why Choose Roulettegame?** **Unmatched Gaming Experience** At Roulettegame, we prioritize providing our players with an exceptional gaming experience. Our platform features high-quality graphics, realistic sound effects, and smooth gameplay, ensuring an immersive experience that rivals the best land-based casinos. **Secure and Fair Gaming Environment** We understand the importance of security and fairness in online gaming. Roulettegame employs advanced encryption technologies to safeguard your personal and financial information. Additionally, our games are regularly audited by independent agencies to ensure fair play and unbiased results. **Bonuses and Promotions** To enhance your gaming experience, Roulettegame offers a variety of bonuses and promotions. New players can take advantage of generous welcome bonuses, while regular players can benefit from ongoing promotions, loyalty rewards, and special tournaments. Embark on an exhilarating journey with **Roulettegame** and experience the excitement of casino roulette like never before. Whether you're a beginner or a seasoned player, our platform offers something for everyone. Sign up today and take advantage of our exclusive bonuses and promotions. Our dedicated customer support team is available 24/7 to assist you with any queries or issues. Whether you need help with account setup, game rules, or payment methods, our knowledgeable and friendly staff are here to help. Mobile Compatibility Enjoy the thrill of roulette on the go with our fully optimized mobile platform. Roulettegame is compatible with all major smartphones and tablets, allowing you to play your favorite game anytime, anywhere. Join the Roulettegame Community Today Embark on an exhilarating journey with Roulettegame and experience the excitement of casino roulette like never before. Whether you're a beginner or a seasoned player, our platform offers something for everyone. Sign up today and take advantage of our exclusive bonuses and promotions.

ravi_kumar_4bea3380b0d3da

Best SAP Course in Pashan: Secure Your Future with Job Placement

Are you looking to advance your career with specialized skills? The SAP course in Pashan is your...

https://dev.to/dhanashree_atorix_998a8f0/best-sap-course-in-pashan-secure-your-future-with-job-placement-dnn

sapcourses, bestsapcourses, topsapcourses, beginners

Are you looking to advance your career with specialized skills? The SAP course in Pashan is your gateway to success, offering top-notch training and guaranteed job placements. In today's competitive job market, having an edge with industry-recognized certification like SAP can significantly boost your employment prospects and professional growth. Whether you're an aspiring professional or looking to upgrade your skills, enrolling in the best SAP course in Pashan can be a transformative decision. Why Choose an SAP Course in Pashan? Pashan, a bustling suburb known for its educational institutions and vibrant community, has emerged as a hub for professional training programs. Among these, the SAP course in Pashan stands out for its comprehensive curriculum and strong placement support. High-Quality Training The SAP course in Pashan is designed to equip students with in-depth knowledge and hands-on experience. The course covers essential SAP modules such as SAP FICO (Financial Accounting and Controlling), SAP MM (Materials Management), SAP SD (Sales and Distribution), SAP HCM (Human Capital Management), and many more. The training is delivered by industry experts who bring real-world insights and practical knowledge to the classroom. State-of-the-Art Infrastructure The SAP course training center in Pashan boasts state-of-the-art facilities, including fully equipped computer labs, modern classrooms, and access to the latest SAP software. This ensures that students receive practical, hands-on training in an environment that simulates real-world scenarios. Course Curriculum and Structure The best SAP course in Pashan is structured to provide a thorough understanding of SAP systems and their applications in various business processes. Here’s a breakdown of what you can expect: 1. Introduction to SAP o Overview of SAP and its significance in the industry o Understanding different SAP modules o Navigation and user interface 2. SAP Financial Accounting (FICO) o General Ledger Accounting o Accounts Payable and Receivable o Asset Accounting o Integration with other modules 3. SAP Materials Management (MM) o Procurement Process o Inventory Management o Material Requirement Planning o Invoice Verification 4. SAP Sales and Distribution (SD) o Order Management o Pricing and Billing o Shipping and Transportation o Sales Information System 5. SAP Human Capital Management (HCM) o Organizational Management o Personnel Administration o Time Management o Payroll Placement Support and Career Opportunities One of the key highlights of the SAP course in Pashan is the robust placement support provided to students. The training center has a dedicated placement cell that works tirelessly to connect students with top employers. Here’s how the placement process works: 1. Resume Building and Interview Preparation o Personalized resume writing assistance o Mock interviews and feedback sessions o Soft skills training and personality development 2. Industry Connect and Job Fairs o Regular job fairs and campus recruitment drives o Networking opportunities with industry professionals o Partnerships with leading companies for placement 3. Guaranteed Job Placement o The SAP course with 100% placement support in Pashan ensures that every student secures a job in their desired field. The placement record of the training center speaks volumes about its commitment to student success. Benefits of the SAP Course in Pashan Enrolling in the top SAP course in Pashan with placement offers numerous benefits that can propel your career to new heights. Enhanced Employability SAP certification is highly valued by employers worldwide. Completing the SAP course in Pashan significantly enhances your employability, making you a preferred candidate for various roles such as SAP Consultant, SAP Analyst, and SAP Project Manager. Competitive Salary Packages Professionals with SAP certification often command higher salary packages compared to their non-certified counterparts. The skills and expertise gained from the SAP course in Pashan make you an asset to any organization, thereby increasing your earning potential. Career Advancement Opportunities SAP is used by numerous multinational companies across various industries. With SAP certification, you can explore a wide range of career advancement opportunities and transition into leadership roles within your organization. SAP Course Fees in Pashan When considering enrolling in an SAP course, understanding the fee structure is crucial. The SAP course fees in Pashan are competitive and provide value for money given the comprehensive training and placement support offered. The fees typically include: • Course materials and access to SAP software • Hands-on training sessions • Placement assistance and job readiness programs Conclusion The SAP course in Pashan is a strategic investment in your future. With its comprehensive curriculum, state-of-the-art infrastructure, and strong placement support, it offers everything you need to succeed in the competitive job market. Whether you're starting your career or looking to upgrade your skills, enrolling in the best SAP course in Pashan can open doors to numerous opportunities and set you on the path to success. Don't miss out on this chance to enhance your professional skills and secure your future with a guaranteed job placement. Enroll in the top SAP course in Pashan with placement today and take the first step towards a rewarding career. https://connectingdotserp.in/ https://g.co/kgs/nctRiUW

dhanashree_atorix_998a8f0

RTX A2000 vs. RTX 3090 GPU Performance Comparison

Introduction NVIDIA introduces new GPUs to meet evolving demands. The RTX A2000 and RTX...

https://dev.to/novita_ai/rtx-a2000-vs-rtx-3090-gpu-performance-comparison-ocn

## Introduction NVIDIA introduces new GPUs to meet evolving demands. The RTX A2000 and RTX 3090 are popular choices catering to different user preferences. The RTX A2000 offers value for money, while the RTX 3090 targets gamers and professionals with high-performance capabilities. This article compares the features, construction, performance, power consumption, cooling efficiency, and overall value of these GPUs. Readers will determine which GPU suits their needs better: the cost-effective RTX A2000 or the robust RTX 3090. ## Overview of RTX A2000 and RTX 3090 The RTX A2000 and the RTX 3090 fall under NVIDIA's RTX series of graphics cards, yet they serve distinct purposes and cater to different groups of users. We'll dive into what each GPU brings to the table in terms of their main characteristics. ### Key features of RTX A2000 The RTX A2000 is a great graphics card that doesn't break the bank, perfect for people working in architecture, engineering, and making content. Here's what makes the RTX A2000 stand out: - Based on NVIDIA's Ampere architecture: This means it works better and uses less power. - Comes with 6 GB of GDDR6 VRAM: With this much memory, you can handle complex projects and detailed graphics without a hitch. - Only uses 70 watts of power: Because it's so energy-efficient, it fits well in workstations where there isn't a lot of power to spare. - Small size: Its compact design is ideal for smaller workspaces or computers that don't have much room.  ### Key features of RTX 3090 The RTX 3090 is made for gamers and professionals who need the best performance out there. Here's what makes the RTX 3090 stand out: - Based on NVIDIA's Ampere architecture, just like the RTX A2000, it brings big improvements in how well it performs and uses power. - It has a huge 24 GB of G6X VRAM, giving you lots of memory for games that need a lot of graphics power or playing at high resolutions. - With its power use at 350 watts, this GPU needs a strong cooling system and power supply to keep up. - For top-notch gaming experiences, the RTX 3090 lets players enjoy new games with super detailed visuals and ray tracing turned on.  ## Architecture and Design When it comes to their looks, the RTX A2000 is made small so it can fit into tight spaces easily. Meanwhile, with its bigger size, the RTX 3090 needs more room inside a computer. ### Architectural differences between RTX A2000 and RTX 3090 The RTX A2000 and the RTX 3090 are both built on the Ampere architecture, yet they're pretty different when you look under the hood. For starters, in terms of CUDA cores or pipelines that help with processing stuff all at once, like making detailed graphics or working out AI problems, the RTX 3090 is way ahead. It's got a whopping 10,496 pipelines compared to just 3,328 in the A2002. This big gap means it can handle much more complex tasks. On top of this difference in power for handling graphics and other heavy-duty computing tasks comes another key distinction: how much VRAM each GPU has. The RTX 3090 packs an enormous amount of memory - we're talking about a hefty sum of GDDR6x VRAM totaling up to 24 GB! Meanwhile,the smaller sibling here only offers 6 GBof GDDR6 VRAM which still isn't shabby but doesn't quite allow for as intricate scenes or textures without hitting its limit. ### Physical design comparison In terms of physical design, the RTX A2000 and the RTX 3090 have different form factors and requirements. Here is a comparison of the physical design of the RTX A2000 and the RTX 3090:  Despite their different form factors, both GPUs are designed to fit standard desktop systems and offer compatibility with PCIe 4.0 x16 interfaces. ## Performance Metrics  When we talk about comparing GPUs, how well they perform is super important. In this part, we're going to look into how the RTX A2000 and the RTX 3090 stack up against each other. We'll dive into things like their scores from benchmark tests and see how good they are for gaming. ### Benchmarking scores overview  When comparing the RTX A2000 to the RTX 3090: - Passmark: The RTX 3090 outperforms the RTX A2000 by 95% with a score of 69.38 compared to 35.61. - GeekBench 5 (OpenCL): The RTX 3090 scores 188,828, a significant lead over the RTX A2000's 73,150. - Vulkan: The RTX 3090 scores 1,689,233 while the RTX A2000 gets 696,688, showing a 143% performance difference. - CUDA: In GeekBench 5's CUDA test, the RTX 3090 scores 2,381,233 compared to the RTX A2000's 840,022, marking an impressive lead of 183%.  ### Gaming performance analysis  When choosing a graphics card for gaming, performance is crucial. Let's compare the RTX A2000 and the RTX 3090: - At Full HD (1920x1080), the RTX 3090 outperforms the RTX A2002 in FPS regardless of graphics settings. - Moving to 1441p resolution (25601x1441), the RTX 3090 maintains its lead in FPS across all games. - In 4K (38402x21601), the RTX 3090 continues to provide smoother gameplay with higher FPS.  ## Power Efficiency and Cooling Requirements When picking out a GPU, it's crucial to think about how much power it uses and what kind of cooling it needs. In this part, we're going to look at the differences in power usage and cooling methods between the RTX A2000 and the RTX 3090. ### Power consumption comparison When we talk about how much electricity something uses, it's really key, especially if the thing doesn't have a lot of power to start with. Let's look at how much juice two graphics cards use: - With only 70 watts needed, the RTX A2000 is pretty good for saving energy. It fits well in computers or setups that can't give a lot of power. - On the other hand, the RTX 3090 needs way more power at 350 watts. If you pick this one, you'll need a strong supply of electricity and a good cooling system to keep things running smoothly without getting too hot. ### Cooling technologies and efficiency Maintaining GPU temperature is crucial for performance and longevity. The RTX A2000 and RTX 3090 feature advanced cooling tech for efficiency during intensive tasks. The RTX A2000 has a compact system with heat pipes and a fan for effective heat dissipation. In contrast, the RTX 3090 has a robust design with a larger heatsink, multiple heat pipes, and three fans for sustained peak performance under high heat levels. Both GPUs operate within safe temperatures, but the RTX 3090 may require enhanced cooling for heavy usage. ## Price-to-Performance Ratio When looking at GPUs, how much bang you get for your buck is really important.  ### Analyzing the cost-effectiveness of RTX A2000 For folks who need good graphics performance for work but don't want to spend a ton of money, the RTX A2000 is a solid pick. It does well with stuff like 3D modeling, CAD, and editing videos without costing as much as top-tier cards like the RTX 3090. Even though it's not as beefy as the RTX 3090, the A2000 still marks a step up from older graphics cards. With its 6 GB of GDDR6 memory and only needing 70 Watts to run, it's also kinder on your electricity bill. ### Analyzing the cost-effectiveness of RTX 3090 The RTX 3090 offers top-tier performance with its Ampere architecture, 24 GB of GDDR6X memory, and high power consumption. Ideal for gaming, 3D modeling, and professional tasks, it excels in handling heavy-duty workloads. With features like 4K gaming, realistic lighting through ray tracing, and AI-enhanced workflows, the premium price is justified for those seeking unparalleled graphics performance. Consider your needs and budget to determine if the RTX 3090's power-packed capabilities are worth the investment. ## Deploy RTX 3090 in a More Cheaper Way If you want to choose RTX 3090 but hesitate because of its high cost, you need to consider another way to get the resource of it - use GPU Cloud. For example, [Novita AI GPU Pods](https://discord.com/invite/npuQmP9vSR?ref=blogs.novita.ai) offers a pay-as-you-go GPU Cloud service. Except RTX 3090, they also have RTX 4090, RTX A6000 and more GPU in high performance.   You just need to set a new intance, choose the template you want, and deploy the GPU you need. With the low price you will quickly experience the power of RTX 3090 in gaming and workstation. ## Conclusion To wrap things up, it's really important to know the differences between the RTX A2000 and RTX 3090 before you decide which one to go for. The RTX A2000 is great at some stuff, but if you're into big-time gaming or need something for really tough jobs, then the RTX 3090 is unbeatable. Think about how much money you want to spend, what kind of performance you're looking for, and what exactly you'll be using it for. Whether saving cash matters most to you or if having the best of the best does, both these graphics cards have their own crowds they appeal to in our tech world. Do your homework well by checking out comparisons and thinking hard about how you'll use them so that picking between an RTX A2000 and an RTX 3090 becomes a breeze. ## Frequently Asked Questions ### Can RTX A2000 handle VR as effectively as RTX 3090? The RTX A2000 isn't really made with VR in mind, so it might not work as well for VR stuff like the RTX 3090 does. With its better graphics, more memory for videos and games (VRAM), and extra ways to connect things, the RTX 3090 is a better choice if you're into VR experiences. ### Is the price difference between RTX A2000 and RTX 3090 justified? The reason why the RTX 3090 costs more than the RTX A2000 comes down to how much better it performs and what it can do. With its top-notch graphics abilities, bigger memory for video tasks, and extra ways to connect devices, paying more for the RTX 3090 makes sense if you're after the best in graphics quality. > Originally published at [Novita AI](blogs.novita.ai/rtx-a2000-vs-rtx-3090-gpu-performance-comparison//?utm_source=dev_llm&utm_medium=article&utm_campaign=a2000) > [Novita AI](https://novita.ai/?utm_source=dev_llm&utm_medium=article&utm_campaign=rtx-a2000-vs-rtx-3090-gpu-performance-comparison), the one-stop platform for limitless creativity that gives you access to 100+ APIs. From image generation and language processing to audio enhancement and video manipulation, cheap pay-as-you-go, it frees you from GPU maintenance hassles while building your own products. Try it for free.

novita_ai

AutoFocus Camera Systems Transforming Telemedicine and Remote Consultations

In today's rapidly evolving healthcare landscape, telemedicine has emerged as a crucial tool for...

https://dev.to/finnianmarlowe_ea801b04b5/autofocus-camera-systems-transforming-telemedicine-and-remote-consultations-pkf

autofocuscamera, usbcamera, camera, telemedicine

 In today's rapidly evolving healthcare landscape, telemedicine has emerged as a crucial tool for delivering remote healthcare services. Key to the success of telemedicine are advancements in camera technology, particularly **[AutoFocus camera](https://www.vadzoimaging.com/post/how-autofocus-camera-works)** systems, which play a pivotal role in enhancing the quality and effectiveness of remote consultations. **Understanding AutoFocus Camera Technology** AutoFocus camera technology integrates advanced optics and precision engineering to enable cameras to automatically adjust focus, ensuring sharp and clear images. This capability is particularly beneficial in telemedicine settings, where detailed visual information is critical for accurate diagnosis and treatment. **The Benefits of Autofocus Cameras in Telemedicine** Enhanced Image Clarity: AutoFocus Cameras ensure that healthcare providers can capture high-definition images with optimal clarity, allowing for better assessment of patient conditions. Improved Diagnostic Accuracy: With precise focus adjustments, healthcare professionals can examine subtle details such as skin lesions or pupil responses, aiding in more accurate diagnostics. Ease of Use: By eliminating the need for manual focus adjustments, AutoFocus cameras simplify the process for healthcare providers, enabling them to focus more on patient care than technical adjustments. **Integrating AutoFocus on Cameras into Telemedicine Platforms** Telemedicine platforms leverage AutoFocus on Camera capabilities to streamline virtual consultations. These platforms ensure that healthcare providers can interact seamlessly with patients, regardless of geographical barriers, while maintaining image quality comparable to in-person visits. **Overcoming Challenges with Camera Autofocus in Telemedicine** Latency Considerations: Ensuring minimal latency in AutoFocus systems is crucial to maintaining real-time interaction during telemedicine consultations. Compatibility and Integration: Integrating AutoFocus capabilities into existing telemedicine infrastructures requires seamless compatibility to ensure reliable performance across different platforms. **Enhancing Remote Consultations with Camera Autofocus** In remote consultations, the ability of camera autofocus to adapt to varying lighting conditions is invaluable. This feature ensures that healthcare providers can maintain visibility and clarity during video calls, whether in well-lit environments or dimly lit rooms. **Future Trends in Camera Autofocus Technology** AI-Powered Autofocus: The integration of artificial intelligence (AI) enhances Autofocus capabilities by predicting focus adjustments based on patient movements and environmental changes. Miniaturization and Mobility: Advances in miniaturization allow for the integration of Autofocus technology into smaller, more portable devices, facilitating remote consultations in diverse settings. **Conclusion** Autofocus camera systems represent a transformative advancement in **[telemedicine and remote consultations](https://www.vadzoimaging.com/post/autofocus-camera-phase-detection-contrast-detection)**. By enhancing image clarity, diagnostic accuracy, and usability, these systems enable healthcare providers to deliver high-quality care remotely. As technology continues to evolve, the integration of AI and advancements in miniaturization promise further enhancements in autofocus capabilities, ensuring that telemedicine remains a vital component of modern healthcare delivery. In summary, the role of camera autofocus in telemedicine extends beyond mere imaging technology—it represents a cornerstone in expanding access to healthcare and improving patient outcomes globally. As healthcare providers and technology developers continue to innovate, the future of telemedicine holds promise for further advancements in camera autofocus technology, shaping a more connected and accessible healthcare ecosystem. **[Click To Know More]( https://www.vadzoimaging.com/product-page/onsemi-ar1335-4k-autofocus-usb-3-0-camera)**

finnianmarlowe_ea801b04b5

To 10 software developers in Denver

Denver is quickly becoming a hub for software innovation, offering a dynamic blend of entrepreneurial...

https://dev.to/alexgrace012/to-10-software-developers-in-denver-5bc7

Denver is quickly becoming a hub for software innovation, offering a dynamic blend of entrepreneurial spirit and technical expertise. For businesses looking to stay ahead in today's digital landscape, picking the right software developer is an important strategic move. The right partnership can turbocharge your company's capabilities, turning fresh ideas into efficient, scalable solutions. Here is the list of top 7 software developers in Denver: **Table of Contents** **Top 7 Software Developers in Denver** 1.onic 2.Woodridge Software 3.Neon Rain Interactive 4.Cuttlesoft 5.Fusionbox 6.Pell Software 7.AppIt Ventures **1. Tonic** Tonic stands out in Denver's software scene with its forward-thinking approach to software development. [Tonic](https://hellotonic.com/) is not just about coding; they're about creating user-centric solutions that drive business success. Their projects often reflect a deep understanding of client needs, resulting in bespoke software that isn't just functional but transformative. Client testimonials frequently highlight Tonic's ability to think outside the box and deliver exceptional results. **2. Woodridge Software** Woodridge Software has carved out a niche for itself by not only developing websites and applications but by crafting platforms that truly resonate with users. Known for their agility and precision, Woodridge's team excels at translating complex problems into simple, elegant software solutions. Their commitment to client service is evident in how they manage relationships—every project is a partnership, aimed at delivering long-term value. **3. Neon Rain Interactive** With years of experience under its belt, Neon Rain Interactive has become a go-to for businesses needing robust web solutions. This team isn’t just about making websites; they’re about crafting powerful tools that businesses can rely on day after day. They tailor their approach to each project, ensuring that every solution isn’t just good whether it’s the right fit for the client’s specific challenges and goals. **4. Cuttlesoft** Cuttlesoft has built a strong reputation for blending creative product development with technical precision. They stand out for their ability to turn complex ideas into user-friendly software solutions, consistently impressing clients with their innovative approaches and meticulous execution. Feedback from clients often praises Cuttlesoft for their collaborative process and the tailor-made solutions that genuinely address the unique challenges businesses face today. **5. Fusionbox** At the heart of Fusionbox is their deep expertise in Python engineering and user experience design. This focus ensures that all their software is not only powerful but also intuitive to use. Fusionbox prides itself on a client-centric approach, managing projects with a level of professionalism and attention to detail that makes clients feel well taken care of throughout the development process.  **6. Pell Software** Specializing in custom business software, Pell Software excels at creating systems that streamline operations and enhance overall efficiency. Their commitment to quality development and effective communication has earned them high marks from clients who appreciate not just the end product but also the clear, consistent updates and feedback sessions throughout the development cycle. **7. AppIt Ventures** AppIt Ventures emphasizes their ability to develop custom applications tailored to the specific needs of their clients. Known for their agile approach and innovative solutions, they consistently deliver applications that not only meet but exceed client expectations. Their dedication to customer satisfaction is evident in their proactive communication and their commitment to resolving any issues quickly and efficiently. Conclusion Denver's dynamic software development scene is rich with talent, offering a range of specialized firms that are driving innovation and providing tailored solutions.This guide has introduced you to seven of the best, helping you make an informed decision about who might be the right partner for your digital strategy. Their commitment to excellence and client satisfaction makes any of them a worthy choice for your software development needs.

alexgrace012

Literary Lineages: Exploring Influential Poetic Schools and Movements with Herve Comeau Syracuse

Poetry, with its rich tapestry of language and emotion, has been a central form of artistic...

https://dev.to/hervecomeau/literary-lineages-exploring-influential-poetic-schools-and-movements-with-herve-comeau-syracuse-2i0n

Poetry, with its rich tapestry of language and emotion, has been a central form of artistic expression throughout human history. Across cultures and continents, poets have formed schools and movements that have shaped the course of literary history and influenced generations of writers. From ancient oral traditions to contemporary avant-garde experiments, the history of poetry is a testament to the enduring power of language to capture the human experience in all its complexity. In this exploration of influential poetic schools and movements, we delve into the evolution of poetic forms and styles, tracing their origins and examining their lasting impact on the world of literature. ## The Romantic Movement: Embracing Nature and Emotion The Romantic movement, which emerged in the late 18th and early 19th centuries, was a reaction against the rationalism and industrialization of the Enlightenment era. Romantic poets celebrated the beauty of nature, the power of the imagination, and the depths of human emotion. They rejected the strictures of neoclassical poetry in favor of free verse and experimentation with form. One of the key figures of the Romantic movement was William Wordsworth, whose lyrical poems about the English countryside and the inner workings of the human mind continue to resonate with readers today. Wordsworth's emphasis on the sublime and the transcendent qualities of nature inspired a generation of poets to explore their own emotional landscapes and forge a deeper connection with the natural world. Other prominent Romantic poets include Samuel Taylor Coleridge, Percy Bysshe Shelley, and John Keats, whose works collectively shaped the trajectory of English poetry for centuries to come as highlighted by poetry lovers like [Herve Comeau Syracuse](https://rumble.com/c/c-6314996). ## The Beat Generation: Defying Conformity and Embracing Spontaneity In the aftermath of World War II, a group of American writers emerged as the voice of a disillusioned generation seeking liberation from the constraints of postwar society. Known as the Beat Generation, these poets rejected the materialism and conformity of the 1950s in favor of a bohemian lifestyle characterized by spontaneity, experimentation, and a rejection of traditional social norms. At the forefront of the Beat movement were poets such as Allen Ginsberg, Jack Kerouac, and Lawrence Ferlinghetti, whose works challenged the status quo and pushed the boundaries of poetic expression. Poetry buffs such as Herve Comeau Syracuse mention that Ginsberg's seminal poem "Howl," with its raw honesty and unflinching critique of American society, became a rallying cry for the countercultural movement of the 1960s and solidified his status as one of the most influential poets of his generation. The Beats' rejection of formalism and embrace of personal narrative and stream-of-consciousness writing paved the way for the emergence of confessional poetry and the broader cultural shifts of the 1960s and beyond. ## The Harlem Renaissance: Celebrating Black Identity and Culture The Harlem Renaissance, a cultural and intellectual movement that flourished in the 1920s and 1930s, was a pivotal moment in the history of African American literature and art. Centered in the vibrant neighborhood of Harlem, New York City, the movement brought together a diverse array of writers, artists, musicians, and intellectuals who sought to celebrate and reclaim black identity and culture in the face of systemic racism and oppression. Poets such as Langston Hughes, Claude McKay, and Countee Cullen emerged as leading voices of the Harlem Renaissance, using their art to explore themes of racial pride, social justice, and the complexities of the African American experience. Hughes, in particular, became known for his powerful depictions of everyday life in Harlem and his advocacy for social and political equality. Through their poetry, Harlem Renaissance poets sought to challenge stereotypes, confront racial injustice, and affirm the humanity and dignity of black people in America as conveyed by poetry enthusiasts including Herve Comeau Syracuse. ## Surrealism: Unleashing the Power of the Unconscious Surrealism, a literary and artistic movement that emerged in the early 20th century, sought to unlock the mysteries of the unconscious mind and explore the realm of dreams, fantasies, and irrationality. Influenced by the theories of Sigmund Freud and inspired by the chaos of World War I, Surrealist poets sought to transcend the limitations of rational thought and tap into the deeper currents of the human psyche. Leading figures of the Surrealist movement included poets such as André Breton, Paul Éluard, and Tristan Tzara, who experimented with automatic writing, free association, and other techniques to access the subconscious mind as noted by poetry lovers like Herve Comeau Syracuse. Their poetry often featured dreamlike imagery, nonsensical language, and unexpected juxtapositions, challenging conventional notions of reality and inviting readers to explore the depths of their own imaginations. Surrealist poetry remains a testament to the power of the human imagination to transcend logic and reason and to confront the mysteries of existence. ## Confessional Poetry: The Personal as Political Confessional poetry, which emerged in the mid-20th century, represents a deeply personal and autobiographical approach to writing that explores intimate and often taboo subjects such as trauma, mental illness, and sexuality. Rejecting the impersonal and formal conventions of traditional poetry, confessional poets sought to break down the barriers between the self and the text, using their own lived experiences as a lens through which to explore broader social and existential themes. Prominent confessional poets include Sylvia Plath, Anne Sexton, and Robert Lowell, whose candid and emotionally raw verse laid bare the innermost workings of the human psyche. Plath, in particular, became known for her searing depictions of mental illness and her unflinching exploration of gender roles and societal expectations. Through their poetry, confessional poets challenged taboos surrounding mental health and sexuality, paving the way for a more open and honest discourse about the complexities of the human condition. ## A Tapestry of Voices The history of poetry is a vast and varied tapestry, woven together by the voices of countless poets from diverse cultures and traditions. From the Romantic poets' celebration of nature and emotion to the Beat Generation's rejection of conformity and the Harlem Renaissance's affirmation of black identity, each poetic school and movement offers a unique perspective on the human experience and the world we inhabit as appreciated by poetry buffs such as **[Herve Comeau Syracuse](https://linktr.ee/hervecomeau)**. As we continue to navigate the complexities of the modern world, the study of poetic schools and movements offers not only insight into the past but also guidance for the future. By embracing the diversity of voices and perspectives that poetry embodies, we can cultivate empathy, foster understanding, and forge connections across boundaries of time, culture, and experience. In celebrating the legacy of influential poetic schools and movements, we honor the enduring power of language to illuminate the human condition and inspire us to strive for a more just, compassionate, and poetic world.

hervecomeau

Serverless Application using AWS Lambda ,Api Gateway,AWS Amplify

Creating a serverless application using AWS Lambda, API Gateway, and AWS Amplify involves several...

https://dev.to/albine_peter_c2ffb10b422f/serverless-application-using-aws-lambda-api-gatewayaws-amplify-4kmg

aws, api, cloud, html

    **Creating a serverless application using AWS Lambda, API Gateway, and AWS Amplify involves several steps:** 1. **Initialize Project**: Set up your project with `npm init` and install the Amplify CLI. 2. **Configure Amplify**: Run `amplify configure` and follow the prompts to set up AWS credentials. 3. **Initialize Amplify**: Use `amplify init` to configure the project settings and environment. 4. **Add Lambda Function**: Run `amplify add function`, choose a runtime (e.g., Node.js), and customize the function code. 5. **Set Up API Gateway**: Add a REST API with `amplify add api`, link it to your Lambda function, and define endpoints. 6. **Deploy Backend**: Deploy the Lambda function and API configuration using `amplify push`. 7. **Add Hosting**: Configure hosting with `amplify add hosting`, selecting manual or continuous deployment. 8. **Build Frontend**: Create and build your frontend code, placing it in the appropriate directory. 9. **Deploy Frontend**: Deploy your frontend using `amplify publish`. 10. **Access and Test**: Access the deployed application via the provided URL and test the API endpoints.

albine_peter_c2ffb10b422f

"How to Easily Access YouTube TV Using tv.youtube.tv/start"

Accessing YouTube TV is simple with the tv.youtube.tv/start link. Begin by visiting...

https://dev.to/noahcollins88/how-to-easily-access-youtube-tv-using-tvyoutubetvstart-4b23

Accessing YouTube TV is simple with the tv.youtube.tv/start link. Begin by visiting tv.youtube.tv/start on your device. You'll be prompted to enter a unique activation code displayed on your TV screen. Enter the code accurately, then log into your YouTube TV account. If you're not already signed in, you'll need to do so. For an alternative method, you can use <a href="https://ytbeeactivate.com/"> Yt.com/activate</a>. Both options streamline the process, allowing you to quickly enjoy YouTube TV's vast selection of live TV channels and on-demand content. This seamless activation ensures you can start watching your favorite shows and movies without any hassle.

noahcollins88

Understanding the Unique Qualities of Knitted Fabric

How I Fell in Love with Knits A knitted fabric is defined as a unique type of textile that can be...

https://dev.to/peter_msimpsonks_032718/understanding-the-unique-qualities-of-knitted-fabric-1cnb

design

How I Fell in Love with Knits A knitted fabric is defined as a unique type of textile that can be used for clothes. It is made by weaving loops of yarn together to create a stretchy and versatile material. This article will help you to explore the amazing properties of knitted fabric, advantages and precautions as well moving forward in research; lets us see what new has been coming up as a part of practical applications. Unveiling the Advantages Knitted fabric offers many advantages that cannot be seen in woven fabrics. Made of a 4-way stretch fabric, it is easy to wear and comfortable. It also has great insulation properties so it is able to perform well in any type of weather condition. Moreover, it is lightweight, which makes the fabric easy to care for and affordable. Fostering Technology in the Industry There have been notable advances in the world of knitted fabrics with some amazing new fabrications developed to produce textile 120 inch curtain rod products that are completely unique. Moisture-wicking fabrics, for example, pull moisture away from the skin to keep wearers dry and comfortable. I can't speak of it or another innovation, Silvertech(antimicrobial fabric-who knew), without mentioning the fact that its antibacterial properties keep odor-causing bacteria from growing in your clothing so they stay fresher longer. Prioritizing Safety Knitted fabrics are commonly believed to be safe and suitable for wear by any age-group. But a condition is that you should check whether the material undergoes chemical treatment for being allergenic or irritating to your skin. By the way, fabrics are subject to numerous safety tests by manufacturers before being placed on the market. Mastering the Art of Usage Knit fabric is a very versatile and can be sewn into clothes, bags or home decor. It is necessary to understand how a knitted fabric can stretch and recoil when fitting in the process. It is also important to choose the right type of thread, needle and seam in order not to spoil the fabric during manufacturing. Commitment to Excellence We are very pleased to be able to provide excellent quality knitted fabric for our customers needs. If you are not sure about what fabric would fit your requirement or how a certain type of silk should be used and maintained, trust our team of experts to help you through. What's more, there are many possibilities to customize your Shower rod WaterField Designs bag so you get exactly what fits for whatsoever needs you have. Ensuring Quality Standards QA is very important to us. All of our knitted fabrics are carefully constructed from the best materials to ensure they will be both durable and comfortable without sacrificing performance. At every stage of the manufacturing process, meticulous quality assessments are done to guarantee our fabrics deliver premium excellence. Diverse Applications For Various Opportunities Knitted fabric is beneficial in countless applications including garment and accessory production, home decor uses as well as a number of industrial purposes. The thing is that nylon does stretch so well and retains its shape, which makes it a prime option for activewear but also adds another quality each of us needs most in the winter climate. You will also find knitted fabric being used to make hats, scarves, blankets and many other home decor items. In Conclusion So, in simple words we can say that knitted fabric is another type of typical and most noble types from the other textiles which are versatile, comfortable as well as economical too despite this it has some unique characteristics insupport to many advantages amongst all when exertion with other Curtian rod fabrics. It provides a great degree of versatility for people from all walks of life - the sky is the limit! Ton Export, We bring a vast range of knitted fabrics that are designed according to the specific requirements as specified by our esteemed clients. Get in touch with us today to learn more about our complete line of solutions.

peter_msimpsonks_032718

Mobile Deep Linking Solution 2024

This article introduces the mobile deep linking technology and Mogua’s solution to it. What...

https://dev.to/omnimind/mobile-deep-linking-solution-2024-2gpm

mobile, deeplinking, androiddev, attribution

This article introduces the mobile deep linking technology and [Mogua](https://www.mogua.io/?utm_source=devto&utm_medium=article&utm_campaign=004)’s solution to it. ## What is deep linking Mobile app deep linking is a technology that launches an app and opens a specific page when a user clicks a URL on a web page. Deferred — app not installed Deferred deep links can route users to specific content through an install. The link will first redirect to the App Store or Play Store, and once the app is downloaded and opened, the user will be taken to the content they expect. Direct — app already installed Traditional deep links route users to app content as long as the app is already installed when the link is opened.  ## Why is deep linking important for the success of mobile apps? **Deep linking for measuring marketing channels** By tracking the sessions of the web and app pages with deep linking, the app operators can track and measure the user’s source and engagements. Some common use cases of deep linking are: 1. **Referrals** Make your app shareable by letting users invite their friends and family. 2. **WEB-TO-APP** Acquire more app users from the web with seamless experiences that bridge the gap between platforms with the leading web-to-app measurement solution. 3. **Social Media** Engage your social media following and drive organic growth with contextual experiences provided by powerful deep links. 4. **Paid Campaigns** Report on the impact of every link while giving your users the ideal ad experience, with powerful links that send users to the right place. 5. **EMails** Increase email-to-app conversion with powerful links that provide users contextual experiences. 6. **SMS & PUSH** Re-engage users with timely offers or cross-promote your apps with short links delivered via SMS and Push Notifications. **Deep linking for delivering seamless mobile user experience** The real reason mobile app deep linking is considered so important and employed by every single successful app out there is because of the impact it makes on the user experience. No matter what your ultimate goal is, no developer wants to achieve it at the expense of the user experience. Here are 3 ways app deep links impact the user experience: 1. **Personalizes app navigation** Deep linking enhances user experience by providing personalized app navigation. It enables direct access to specific app features, reducing manual navigation and saving time. 2. **Uninterrupted transitions** Deep linking provides a smooth transition between apps and websites, improving user experience. Universal deep links allow users to switch between web and app experiences. If they click a deep link for an app they don’t have, they’re redirected to the relevant web page. 3. **Simplifies the process** Deep linking facilitates the faster accomplishment of user goals within an app. By directing users to specific screens or features, deep links streamline the user journey and reduce the number of steps required to accomplish tasks. This helps users achieve their goals more efficiently, saving time and enhancing the overall user experience. **How do deep links and deferred deep links work?** With deferred deep links, if a user clicks on a deep link and does not have the app installed, not only is the user directed to an app store, but the deep link parameters (i.e. what page or customized experience to show to the user) are kept intact. If the user later installs the app from the app store and opens it, the app accesses the deep link parameters and provides the user with a relevant experience. Below it’s an introduction to Mogua SDK which offers a comprehensive cross-platform solution for implementing Direct Deep Linking and Deferred Deep Linking, along with detailed data analytics capabilities. ## How MoguaSDK Works? Collect Parameters on website: Parameters can be included in URL query strings, which the MoguaSDK-Web automatically recognizes and uploads to the Mogua server. Manual parameter upload is also supported. Direct Deep Linking: MoguaSDK-Web checks if the user has the app installed. If installed, it generates a URL with specific scheme, or an Universal Link, to open the app with the passed parameters. Deferred Deep Linking: If the app is not installed, the MoguaSDK-Web records the user’s device and directs them to download and install the app. Upon the first app launch, the MoguaSDK-App matches the device with the record on the server, retrieves the uploaded parameters, and completes the deferred deep linking process seamlessly without additional user actions. You can refer to [Documents](https://www.mogua.io/docs/?utm_source=devto&utm_medium=article&utm_campaign=004) for more details. ## Technical method of Mogua’s deep linking SDK Mogua’s developed a matching algorithm to identify the users who open the link with the users who use the app. Some of the methods we use: **Clipboard Scheme**: The web page automatically calls the clipboard to copy the current user’s channel ID, for example: #c8283923#, when the download button is clicked. The APP calls the clipboard content every time it is launched, if the content format matches, then it is considered that this user and the web user are the same; **Universal links** (supported after iOS 9.2): When the App is launched, the SDK retrieves the ID from Safari. If it is retrieved, it is considered the same user. **Device Fingerprint Fuzzy Matching**: The network, IP, operating system, resolution, language and other information opened by the browser and the information obtained by the App are fuzzily matched. If these info match within a certain period of time, they are considered the same user. If you are looking for a deep linking solution, feel free to try the demo on [Mogua](https://www.mogua.io/?utm_source=devto&utm_medium=article&utm_campaign=004) website.

omnimind

Automating User and Group Management with Bash Script

Managing user accounts and groups is a crucial job for system administrators, especially in...

https://dev.to/hayzedak/automating-user-and-group-management-with-bash-script-47ng

linux, bash, devops, automation

--- title: "Automating User and Group Management with Bash Script" published: true tags: linux, bash, devops, automation --- Managing user accounts and groups is a crucial job for system administrators, especially in environments where many new users are frequently added. Automating this process can save significant time and reduce the risk of human error. In this article, we will demonstrate how to automate user and group management using Bash script. This script will read a text file containing usernames and group names, create the users and groups as specified, set up home directories, generate random passwords, and log all actions. ## Script Overview The script **`create_users.sh`** performs the following tasks: 1. Reads a text file where each line contains a username and a list of groups, separated by a semicolon (**`;`**). 2. Creates a personal group for each user. 3. Creates user accounts with their respective personal groups. 4. Adds users to additional groups as specified. 5. Sets up home directories with appropriate permissions. 6. Generates random passwords for each user. 7. Logs all actions to **`/var/log/user_management.log`**. 8. Stores the generated passwords securely in **`/var/secure/user_passwords.txt`**. ## Prerequisites Ensure you have the necessary permissions to create users, groups, and modify system files. The script needs to be executed with superuser privileges. ## The Bash Script: [create_users.sh](https://github.com/Hayzedak/HNG1/blob/main/create_users.sh) ## Preparing the Input File Create a text file named **`user_list.txt`** with the following format: ``` azeez;developers,admins hng;developers nora;admins ``` Each line contains a username and a list of groups separated by a semicolon (**`;`**). Multiple groups are separated by commas (**`,`**). ## Running the Script **Make the Script Executable:** `sudo chmod +x create_users.sh` **Execute the Script:** `sudo ./create_users.sh user_list.txt` ## Verifying the Script Execution **Check the Log File:** `sudo cat /var/log/user_management.log` **Check the Password File:** `sudo cat /var/secure/user_passwords.txt` **Verify User Accounts: ** `cut -d: -f1 /etc/passwd | grep -E 'azeez|hng|nora'` **Verify Group Membership:** ``` groups azeez groups hng groups nora ``` ## Conclusion Automating user and group management with a Bash script can enhance the efficiency and accuracy of administrative tasks. This script provides solution for creating users, managing group memberships, setting up home directories, and ensuring secure password handling. By following this guide, system administrators can save time and reduce errors, particularly in environments with frequent user account changes.

hayzedak

Beyond the Hype: NVIDIA A100 - A Deep Dive into the Future of Computing

Preface In the rapidly evolving domains of data centers and AI computing, the NVIDIA A100...

https://dev.to/novita_ai/beyond-the-hype-nvidia-a100-a-deep-dive-into-the-future-of-computing-386i

## Preface In the rapidly evolving domains of data centers and AI computing, the NVIDIA A100 Tensor Core GPU has emerged as a technological innovation engine, powered by the NVIDIA Ampere architecture. The A100 GPU not only showcases exceptional performance in applications such as AI, data analytics, and high-performance computing (HPC), but also effectively contributes to the construction of more powerful, elastic data centers through its flexible architecture design. With up to a 20-fold performance increase over its predecessor, the A100 can dynamically adjust to meet demands, dividing into up to seven GPU instances to adapt to varying workloads. In terms of memory, the A100 offers 40GB and 80GB versions, with the 80GB model boasting an ultra-fast memory bandwidth exceeding 2 trillion bytes per second (TB/s), capable of handling massive models and datasets. ## NVIDIA A100 Specifications  ## Core Architecture The A100 GPU employs the Ampere architecture, the world's first data center GPU architecture based on a 7nm process, integrating up to 54.2 billion transistors across a chip size of 826 square millimeters, providing the GPU with robust computing power and energy efficiency. ## CUDA Cores and Tensor Cores Equipped with up to 6,912 CUDA cores, the A100 GPU offers substantial computational prowess for compute-intensive tasks such as deep learning. Additionally, with 432 third-generation Tensor Cores supporting Tensor Float 32 (TF32) and mixed-precision (FP16) computations, it significantly accelerates deep learning training and inference. ## Memory and Memory Bandwidth The A100 GPU provides options of 40GB, 80GB, and 160GB of high-speed HBM2e memory, with a memory bandwidth of up to 2.5TB/s, meeting the demands of large datasets and high-performance computing. This high capacity and bandwidth enable the A100 GPU to easily handle vast datasets, accelerating the completion of compute tasks. ## Interconnect Technologies The A100 GPU supports the second-generation NVIDIA NVLink and PCIe 4.0, high-speed GPU-to-GPU and GPU-to-CPU data transfer technologies that provide efficient data flow capabilities for data centers. Through these advanced interconnect technologies, the A100 GPU achieves faster data transfer speeds and reduces latency during data transmission. ## Key Features Multi-GPU Cluster Configuration and Dynamic AdjustmentThe A100 GPU supports multi-GPU cluster configurations, capable of dynamically dividing into multiple GPU instances based on actual needs, optimizing resource utilization and flexibility. This design not only enhances the resource utilization of data centers but also enables the processing of large-scale and complex compute tasks. ## Efficient Data Processing Capabilities Optimized for AI inference, the A100 GPU offers higher computational density and lower latency. This means that when handling massive models and complex datasets, the A100 GPU can significantly improve computational speed and efficiency, accelerating the inference process of AI applications. ## Compatibility and Usability The A100 GPU is compatible with multiple operating systems and deep learning frameworks, providing users with a convenient development and deployment environment. The optimization of its Ampere architecture further simplifies the programming model, reducing software complexity, allowing developers to focus more on algorithm and application development. ## New Tensor Core Performance  The A100 GPU introduces third-generation Tensor Cores that support a comprehensive range of DL and HPC data types, including new TensorFloat-32 (TF32) operations. These operations accelerate FP32 input/output data in DL frameworks and HPC, running up to 10 times faster than the FP32 FMA operations of the V100, or 20 times faster with sparsity support. ## Structured Sparsity Support The A100 GPU incorporates fine-grained structured sparsity, a novel approach that can double the computational throughput for deep neural networks. By applying structured sparsity during training, the A100 GPU can accelerate the inference process without compromising accuracy. ## Multi-Instance GPU (MIG) Functionality The MIG feature of the A100 GPU allows the safe division of a single A100 GPU into up to seven independent GPU instances, providing resources for CUDA applications. Each instance has separate and isolated paths through the entire memory system, ensuring predictable throughput and latency for individual user workloads even when other tasks saturate their caches or DRAM interfaces. ## Test Metrics For a long time, the A100 has been considered the top choice in large model production systems. Based on this, we conducted detailed tests on the performance of Llama2 on the A100. We varied the input/output length to test the latency and total throughput of Llama2 running on the A100 platform, as well as QPS and time consumption. ## Test Results       Note: The yellow section indicates the performance limit; increasing concurrency beyond this point will not improve throughput. For more detailed data, please scan the code to contact customer service. ## Conclusion The NVIDIA A100 Tensor Core GPU has become a critical force in driving solutions to scientific, industrial, and big data challenges, thanks to its outstanding performance in AI training, inference, data analysis, and HPC applications. The A100's robust capabilities not only accelerate the development of essential applications like personalized medicine, conversational AI, and deep recommendation systems but also bring unprecedented scalability and flexibility to data center platforms. Through integrated technologies such as Mellanox HDR InfiniBand, NVSwitch, NVIDIA HGX A100, and the Magnum IO SDK, the A100 GPU can efficiently scale to tens of thousands of GPUs, training the most complex AI networks at unprecedented speeds.

novita_ai

Introducing the Latest Angular TextArea Component

We are happy to introduce the brand-new Angular TextArea component in the 2024 Volume 2...

https://dev.to/thomas1/introducing-the-latest-angular-textarea-component-31h7

 We are happy to introduce the brand-new Angular TextArea component in the 2024 Volume 2 release. The Syncfusion Angular TextArea component is an advanced and flexible user interface element, offering loads of possibilities when compared with the basic multiline text input. It is enriched with features and customization options, aiding in the making of rich and interactive text areas for your web applications. Advanced features such as character count limits, resizing, placeholder text, and custom styling allow a developer to enhance user experience and productivity in web development. ## **Key Features** **Resizable Text Areas:** The Angular TextArea component can resize vertically, horizontally, and in both directions, where end-users can resize the text area's size to perfection. **Floating Label:** This component brings more capabilities to any form with smart floating label support, where the label can float above the text area once users start typing content in it. This can maintain clear guidance to ease usability. **Customization Options:** The developers have full control over the appearance, look, and feel, as well as the behavior of the TextArea. You can set the rows and columns, set the maximum field length for an input, enable or disable the text area, and set the custom CSS styles to make your application appear the way you want it to. **Rows and Columns:** Easily resize your text area to specify exactly the number of rows and columns such that it fits well into any application layout. **Maximum Length:** Market the maximum number of characters that users can insert in the text area, thus keeping data homogeneous and under control. **Accessibility and Compatibility:** The Angular TextArea Component has been constructed to meet accessibility requirements; by all means, users with disabilities can easily navigate and interact with this component by screen readers and keyboard shortcuts. The TextArea component works efficiently with all major web browsers, providing users with a seamless experience across different platforms. With such an easily integrable TextArea component, one could easily use it inside some other web apps. **Getting Started with the Angular TextArea Component:** Now, let's see how to configure it in your Angular application. Hire angular development services in India for configuration now. **Documentation:** Refer to the documentation for Getting Started with Angular TextArea Component. **Scripts and Stylesheets:** Add the required EJ2 scripts and stylesheets to your project. **Component in HTML:** Define the Angular TextArea component in view/template. We should obtain the given basic code snippet: import { Component } from '@angular/core'; @Component({ selector: 'app-root', template: `<div><ejs-textarea id='default' placeholder='Enter your comments' floatLabelType='Auto' resizeMode='Both' ></ejs-textarea></div>` }) export class AppComponent { constructor() {} } The component properties can be set and the appearance and behavior can be customized as per need with these steps. **Conclusion:** We appreciate that you are taking the time to learn about the new Angular TextArea component. It is a versatile tool, bringing the existing ways of multiline text input in web applications to a new level with many advanced features, a lot of extensive customization options, and capabilities for smooth integration. So, do not let the opportunity to elevate your web apps with a component of this kind pass you by. All these benefits can be experienced firsthand by trying out the Angular TextArea component today, and seeing how it will truly change the way you go about multiline text input. Ready to elevate your Angular development projects? Hire Angular experts in India to leverage top-notch skills and expertise for your web applications. Whether you need to [hire an Angular developer](https://www.tuvoc.com/hire-angular-developer/) for a specific task or partner with a leading Angular development company in India, our [Angular development services in India](https://www.tuvoc.com/angularjs-development-company/) are designed to meet your needs.

thomas1

How to simulate real BeforeAll and AfterAll in JUnit 5

Introduction JUnit 5 is a well-known Java Testing Framework/Library across developers....

https://dev.to/eliasnogueira/how-to-simulate-real-beforeall-and-afterall-in-junit-5-gd5

unittest, junit, java, testing

## Introduction JUnit 5 is a well-known Java Testing Framework/Library across developers. It’s the evolution of JUnit 4 and carries with it a lot of awesome features. One of the most important ones is setting pre and post-conditions as knowing by the terms Before (pre-condition) and After (post-condition). It has 2 supported ways: Before/After All and Before/After Each. The “All” part means that a code block can be executed as pre or post-condition before or after it can initialize all tests. The “Each” part means that a code block can be executed as a pre or post-condition before or after each test. The [JUnit 5 official docs](https://junit.org/junit5/docs/snapshot/user-guide/#overview) say the following about these strategies, which are annotations: | Annotation | Description | |--|--| | `@BeforeEach` | Denotes that the annotated method should be executed **before each** `@Test`, `@RepeatedTest`, `@ParameterizedTest`, or `@TestFactory` method in the current class; analogous to JUnit 4’s `@Before`. Such methods are inherited unless they are overridden | | @AfterEach | Denotes that the annotated method should be executed **after each** `@Test`, `@RepeatedTest`, `@ParameterizedTest`, or `@TestFactory` method in the current class; analogous to JUnit 4’s @After. Such methods are inherited unless they are overridden. | | `@BeforeAll` | Denotes that the annotated method should be executed **before all** `@Test`, `@RepeatedTest`, `@ParameterizedTest`, and `@TestFactory` methods in the current class; analogous to JUnit 4’s `@BeforeClass`. Such methods are inherited unless they are overridden and must be static unless the “per-class” test instance lifecycle is used. | | `@AfterAll` | Denotes that the annotated method should be executed **after all** `@Test`, `@RepeatedTest`, `@ParameterizedTest`, and `@TestFactory` methods in the current class; analogous to JUnit 4’s `@AfterClass`. Such methods are inherited unless they are overridden and must be static unless the “per-class” test instance lifecycle is used. | ## What problem we are trying to solve Only by looking at the annotations, we understand that it covers most of the scenarios we want for our tests. We have the `@BeforeAll` and `@AfterAll` annotations as a general pre or post-condition. One common testing pattern applied in good testing architectures is the BaseTest class: a place where we can add pre and post-conditions that will shared across different tests by inheritance. Normally, we want to control these conditions in different ways. Developers have different ways to control it through the BaseTest pattern: * open the browser only once when any test starts to save time * keep a container (Testcontainer) opened for different test classes * ingest data before any test is executed and remove it after all are executed I have bad news: JUnit 5 doesn’t have a way to control the three mentioned scenarios as the `@BeforeAll` and `@AfterAll` are executed per test instance, meaning per test class. Other frameworks like TestNG [have this ability](https://testng.org/#_annotations) called `@BeforeSuite` and `@AfterSuite`, and it’s exactly what we want that JUnit 5 does not support. Let’s understand how we could use JUnit 5 for this and how to fix this problem. ## The BeforeAllCallback and AfterAllCallback interfaces You might do some Google search, like I did infinite times, encountering the [BeforeAllCallback](https://junit.org/junit5/docs/current/api/org.junit.jupiter.api/org/junit/jupiter/api/extension/BeforeAllCallback.html) and [AfterAllCallback](https://junit.org/junit5/docs/current/api/org.junit.jupiter.api/org/junit/jupiter/api/extension/AfterAllCallback.html) interfaces which are [Extensions](https://junit.org/junit5/docs/snapshot/user-guide/#extensions-registration) of [Testing Lifecycle Callbacks](https://junit.org/junit5/docs/snapshot/user-guide/#extensions-lifecycle-callbacks). It seems a good solution as these interfaces enable you to run the `@BeforeAll` or `@AfterAll`. ```java public class MyExtension implements BeforeAllCallback, AfterAllCallback { @Override public void afterAll(ExtensionContext context) { // pre general condition } @Override public void beforeAll(ExtensionContext context) { // post general conditions } } ```  The UML diagram shows a BaseTest using a JUnit 5 Extension called `MyExtension` that implements the `BeforeAllCallback` and `AfterAllCallback`. The base test is used in the `FeatureTest1` and `FeatureTest2`. Note that the `MyExtension` has the `beforeAll` and `afterAllMethods`, as well as the `BaseTest` has it. It solves the problem as the `MyExtension` would serve as the global before and after, as the ones in the `BaseTest` would run per test instance, meaning running when `Feature1Test` and `Feature2Test` run. Unfortunately, it’s not the case. If we would add only a `System.out.println()` call in each method, the output would be the following: ``` [INFO] ------------------------------------------------------- [INFO] T E S T S [INFO] ------------------------------------------------------- [INFO] Running com.eliasnogueira.feature1.Feature1Test MyExtension.beforeAll BaseTest.beforeAll Feature1Test.test1 Feature1Test.test2 Feature1Test.test3 BaseTest.afterAll MyExtension.afterAll [INFO] Tests run: 3, Failures: 0, Errors: 0, Skipped: 0, Time elapsed: 0.018 s -- in com.eliasnogueira.feature1.Feature1Test [INFO] Running com.eliasnogueira.feature2.Feature2Test MyExtension.beforeAll BaseTest.beforeAll Feature2Test.test1 Feature1Test.test2 BaseTest.afterAll MyExtension.afterAll [INFO] Tests run: 2, Failures: 0, Errors: 0, Skipped: 0, Time elapsed: 0.002 s -- in com.eliasnogueira.feature2.Feature2Test ``` You can see that the methods in the `MyExtension` run for every test class, as well as the `BaseTest`. This means that JUnit runs it per test instance. Unfortunately, JUnit 5 doesn’t have a solution for a general precondition before or after any test for the whole test execution. > Want to see it in action? > – Clone this repo: git clone https://github.com/eliasnogueira/junit5-before-after-all > – Switch to the no-solution branch > – Run mvn test ## How to solve it There is a light at the end of the tunnel and it’s not difficult. Like everyone, I Google it and found an interesting workaround on this Stackoverflow thread: https://stackoverflow.com/questions/43282798/in-junit-5-how-to-run-code-before-all-test. **_Be aware that this is a workaround and might not work in future JUnit versions._** The solution is based on using the `BeforeAllCallback` interface, with a thread lock in case parallel tests run to solve the general precondition and the JUnit storage mechanism to mimic the postcondition using the [ExtensionContext.Store.CloseableResource](https://junit.org/junit5/docs/current/api/org.junit.jupiter.api/org/junit/jupiter/api/extension/ExtensionContext.Store.CloseableResource.html) interface. Don’t worry, I will break down the implementation. ### The example It is a simple one just to show you that the approach works. The example shows a general BaseTest and a BaseTest per feature, where an extension will be created to give the ability of execution a general pre and postcondition. ### The extension implementation The implementation can be done in four steps, and the final solution will look like this:  ```java 1 public class SetupExtension implements BeforeAllCallback, Store.CloseableResource { 2 3 private static final Lock LOCK = new ReentrantLock(); 4 private static volatile boolean started = false; 5 6 @Override 7 public void beforeAll(ExtensionContext context) { 8 LOCK.lock(); 9 10 try { 11 if (!started) { 12 started = true; 13 System.out.println("[pre-condition] Should run only once"); 14 context.getRoot().getStore(Namespace.GLOBAL).put("Placeholder for post condition", this); 15 } 16 } finally { 17 // free the access 18 LOCK.unlock(); 19 } 20 } 21 22 23 @Override 24 public void close() { 25 System.out.println("[post-condition] Should run only once"); 26 } 27 } ``` **Implementation of the necessary interfaces** Line 1 shows that the two interfaces: `BeforeAllCallback` overriding the `beforeAll()` method which will control the general precondition and `ExtensionContext.Store.CloseableResource` overrides the `close()` method which will mimic the general postcondition. **Controlling the single execution of the beforeAll** To guarantee that it will be executed only once one strategy must be applied: control that it has started, so the `beforeAll()` won't execute again. Line 8 shows that we are locking the thread. This is necessary to ensure that any parallel execution will be possible. Line 11 checks if the code had any previous execution. When it's the first time the `boolean started` is set as `true` ensure it won't go to the code block in the subsequent runs. The `finally` section unlocks the thread. **Implementing the general precondition** Any necessary implementation for the general precondition should be placed inside the `if` condition, simple like that. We can see this in the line 13. **Add a signal (storage) to mimic the general postcondition** The way to mimic the general postcondition here is through the [Store](https://junit.org/junit5/docs/current/api/org.junit.jupiter.api/org/junit/jupiter/api/extension/ExtensionContext.Store.html). In JUnit 5, we can store objects for later retrieval in an extension and it can be done using the `getStore(context).put(key, value)` where the `context` is the root or current context and the `key,value` are the key and value to add to its storage. Line 14 creates a dummy store object for later usage in the automatic `close()` method invocation. **Implement the general postcondition** The `close()` method from the `ExtensionContext.Store.CloseableResource` interface will be invoked when the extension lifecycle ends [[reference](https://junit.org/junit5/docs/current/user-guide/#extensions-keeping-state)]. This is the last opportunity to execute any code before the program exits. In this way, we can simulate the general postcondition. ## Code example The https://github.com/eliasnogueira/junit5-before-after-all project shows the implementation based on this article’s explanation matching the diagram in “The example” section. While running the tests you will see the following output: ``` [INFO] ------------------------------------------------------- [INFO] T E S T S [INFO] ------------------------------------------------------- [INFO] Running com.eliasnogueira.feature1.Feature1Test [pre-condition] Should run only once BaseTest.beforeAll BaseFeature1Test.beforeAll Feature1Test.test1 Feature1Test.test2 Feature1Test.test3 BaseFeature1Test.afterAll BaseTest.afterAll [INFO] Tests run: 3, Failures: 0, Errors: 0, Skipped: 0, Time elapsed: 0.019 s -- in com.eliasnogueira.feature1.Feature1Test [INFO] Running com.eliasnogueira.feature2.Feature2Test BaseTest.beforeAll BaseFeature2Test.beforeAll Feature2Test.test1 Feature1Test.test2 BaseFeature2Test.afterAll BaseTest.afterAll [INFO] Tests run: 2, Failures: 0, Errors: 0, Skipped: 0, Time elapsed: 0.002 s -- in com.eliasnogueira.feature2.Feature2Test [post-condition] Should run only once ``` Note that the general precondition is the text output as `[pre-condition] Should run only once` and the general postcondition is the output as `[post-condition] Should run only once`. You can see them at the beginning and the end of all test executions, respectively. Using this simple approach you can have the general pre and postcondition in your code. Happy tests!

eliasnogueira

FMZ Quant & OKX: How Do Ordinary People Master Quantitative Trading? The Answers Are All Here!

In the cryptocurrency market, data is always an important basis for trading decisions. How to see...

https://dev.to/fmzquant/fmz-quant-okx-how-do-ordinary-people-master-quantitative-trading-the-answers-are-all-here-2oc7

cryptocurrency, fmzquant, trading, okx

In the cryptocurrency market, data is always an important basis for trading decisions. How to see through the complex data and discover valuable information to optimize trading strategies has always been a hot topic in the market. To this end, OKX has specially planned the "Insight Data" column, and cooperated with mainstream data platforms such as AICoin and Coinglass and related institutions to start from common user needs, hoping to dig out a more systematic data methodology for market reference and learning. In this issue of Insight Data, the OKX Strategy Team and FMZ have discussed the concept of quantitative trading and discussed in detail how ordinary people can get started with quantitative trading. I hope it will be helpful to you. **OKX Strategy Team**: The OKX Strategy Team is composed of a group of experienced professionals dedicated to promoting innovation in the field of global digital asset strategies. The team brings together experts in market analysis, risk management, financial engineering and other fields, and provides solid support for OKX's strategic development with deep professional knowledge and rich business experience. **FMZ Quant Team**: FMZ Quant is a company that focuses on providing professional solutions for cryptocurrency quantitative trading users. FMZ Quant not only provides users with a full range of quantitative trading functions such as strategy writing and backtesting, quantitative trading engine, algorithmic trading services and data analysis tools, but also has an active developer community where users can communicate and share experiences. ### 1. What is Quantitative Trading? **OKX Strategy Team**: Quantitative trading is essentially a way of executing trading strategies automatically through programs using mathematical models and statistical methods. Unlike manual trading, which relies on personal decisions, quantitative trading relies on historical data, algorithms and technical indicators to analyze the market, find trading opportunities, and trade automatically. OKX's strategy robot provides powerful and flexible automated trading tools, supports multiple strategies (such as grid, Martingale strategy, etc.), and can also perform strategy backtesting and simulated trading to help users find the most suitable tools in different market environments. **FMZ Quant Team**: Quantitative trading is also called programmatic trading, and it is not mysterious in nature. When users operate on the exchange website or software, whether it is to obtain market information, check accounts, place orders, etc., they are connected to the exchange's server through the corresponding API, so that the server can return the data required by the user. API can be loosely understood as accessing a specific network link to obtain return information. For example, opening https://www.okx.com/api/v5/public/funding-rate?instId=BTC-USDT-SWAP in a browser will get: {"code":"0","data":[{"fundingRate":"0.0001510608984383","fundingTime":"1717401600000","instId":"BTC-USDT-SWAP","instType":"SWAP","maxFun Among them, "fundingRate":"0.0001510608984383" is the current funding rate of the BTC-USDT perpetual contract. Modify instId=BTC-USDT-SWAP in the link to other currencies to get the corresponding funding rate information. Similarly, you only need to access the corresponding API link and fill in the appropriate parameters to basically complete the operations we complete on the website or APP. If all these processes are controlled by the program to achieve our preset purpose (trading or other), this is also quantitative trading. In short, all the information acquisition and order-placing trading decisions were originally completed by our brains. Now, all or part of this process can be handed over to a program to execute. ### 2. Which Type of Users Is It Suitable for? **OKX Strategy Team**: Taking OKX as an example, our quantitative trading tools are suitable for users with different backgrounds/preferences. Both novice and advanced users can get started with strategies quickly. • For novice users (traders with little or no quantitative trading experience), we currently provide: 1. Easy-to-use interface and preset strategies. You can choose the platform's preset strategies, such as grid strategy, fixed investment strategy, etc. These strategies usually do not require complex settings and deep market knowledge. Users only need to select and configure a small number of parameters to start using them. No programming or in-depth technical knowledge is required. 2. Simulate trading and backtesting to understand the potential performance of strategies under different parameter settings and reduce risks in real transactions. These features help users accumulate experience before investing funds actually. 3. For advanced users (traders with certain quantitative trading experience or technical capabilities), OKX's strategy robots also have highly customized strategies. For example, grid and Martingale strategies provide rich advanced parameters, or signal strategies such as the ability to execute Trading View PineScript, which are suitable for users with programming and data analysis capabilities. **FMZ Quant Team**: We often come into contact with the following four types of users: - Professional traders. As a professional trader, trading is the foundation of life, and they must master all advanced tools to assist themselves. Therefore, quantitative trading is almost a must for them. Professional traders often have mature and profitable strategies. By programming strategies, they can be applied to more exchanges and trading products, multiplying trading efficiency. - Programming enthusiasts. For individual traders with a programming background, quantitative trading tools provide an excellent opportunity to combine programming skills with the digital currency market. They can customize trading strategies and develop trading tools according to their needs, and optimize strategy effects through backtesting, saving a lot of learning time in the early stage. - Traders who need effective strategies. Some traders may not have a stable trading strategy yet, and quantitative trading tools can also help them. These tools usually include strategy libraries and strategy markets, where traders can test other open source strategies and find strategies that suit them through data analysis and backtesting optimization methods. - Ordinary traders with learning ability. Even ordinary traders without a programming background can benefit from the automation functions provided by quantitative trading tools. By using ready-made quantitative trading platforms such as FMZ Quant, they can easily set up trading strategies and use the backtesting function to evaluate the effectiveness of the strategy, thereby improving trading efficiency and reducing human errors in actual operations. ### 3. What Are the Advantages and Disadvantages Compared to Manual Trading? **OKX Strategy Team**: The advantage of quantitative trading is that it is more systematic and objective. It executes tradings through preset algorithms and rules, avoiding the interference of emotions in decision-making, together with high trading efficiency. It can process large amounts of data and conduct high-frequency trandings, capturing market opportunities in 24h/7d. Users can also test and optimize strategies through historical data to enhance the reliability and testability of strategies. But quantitative trading is not perfect. First, it has a certain degree of complexity. Some advanced strategies require professional statistical and financial knowledge, and the threshold is high. Second, quantitative trading may rely too much on historical data to optimize strategy parameters, and the actual market performance may not be as expected. Since market prices change according to the random hypothesis, past performance may not necessarily indicate future profit potential, which is called strategy overfitting. Finally, the performance of quantitative trading strategies may fluctuate under different market conditions, and constant adjustment and optimization are needed to adapt to market changes. **FMZ Quant Team**: In fact, manual trading and quantitative trading are not in opposition. An excellent quantitative trader is often also a qualified manual trader. These two trading methods can complement each other and can be used in combination to achieve greater advantages. Excellent quantitative traders need to have a deep understanding of the market. The market is complex and changeable. Although quantitative trading relies on data and algorithms, the basis of these data and algorithms is still a deep understanding of the market. Only by understanding the operating mechanism of the market, the influencing factors, and the relationship between various assets can quantitative traders design effective trading strategies. Therefore, quantitative traders must have solid market knowledge, which is usually accumulated through manual trading. According to our experience, there are three advantages: 1. Execute strategies automatically and avoid manual intervention. Sometimes the strategy itself is profitable, but constant human intervention leads to losses. Program trading can execute preset trading strategies automatically without manual intervention. This means that traders can set the conditions for buying and selling, and the program will trade automatically when the conditions are met, thus avoiding emotional fluctuations and human errors. The program is executed 24 hours a day, eliminating the need to watch the market for a long time. 2. It can meet the needs of transactions that rely on low latency, high frequency, and complex calculations. Manual trading is limited by human reaction and calculation speed, which is far from comparable to program execution. These requirements can only be met by quantitative trading. 3. Quantitative trading can use historical data to backtest and optimize trading strategies. By simulating the performance of strategies in the past market, the effectiveness of strategies can be evaluated. This method can help traders optimize strategies before live trading and increase the probability of profit. However, many manual traders trade based on their feelings and use the high time and money costs of live trading to trial and error. In fact, most quantitative strategies are dug out from data analysis. Of course, quantitative trading is not perfect and has some disadvantages: 1. High technical requirements: Compared with manual trading, quantitative trading requires additional programming and data analysis skills, and the threshold is relatively high. It will undoubtedly take a lot of time for quantitative novices to learn, and there is no guarantee of returns on investment. 2. High cost: The construction and maintenance costs of quantitative trading systems are high, especially for high-frequency trading, which requires a lot of hardware and data resources. These fixed costs will be a hard expense regardless of whether the strategy is profitable or loss-making. 3. Market risk: Although quantitative trading can reduce human errors, market risks still exist and strategy failure may lead to serious losses. Quantitative strategies are written in advance and backtested based on historical data, which has certain limitations and cannot keep up with changes outside the market. Manual traders can quickly make comprehensive judgments on various information in the market and are more sensitive to changes in the market. ### 4. How Do Novice Users Get Started? **OKX Strategy Team**: In general, quantitative trading is challenging for novices, but it is not impossible to get started. Here are some suggestions to help novice users better master quantitative trading: 1. Learn the basics: First, understanding the basic strategy principles and the impact of different parameter settings on strategy performance is the first step to success. 2. Choose the right strategy robot: Choose the right strategy robot based on your judgment of the market situation. For example, in a volatile market, the grid strategy may be a good choice. 3. Start with simple strategies: Start with the most basic trading strategies, learn and implement them step by step, and then introduce more complex strategies gradually. 4. Focus on risk management: Learn to establish and implement effective risk management and stop-loss strategies. **FMZ Quant Team**: As long as program trading is mentioned, many people think that the threshold is high and the technology is complicated. In fact, learning program trading has become very simple now. The exchange integrates common strategies, and quantitative teams such as FMZ Quant will provide one-stop services. Coupled with large language models like ChatGPT to assist programming, novice users have a very realistic and feasible path to get started or even master program trading. The only obstacle is the ability to act. If you are a user who is new to trading and has a lot of trading ideas, learning program trading will give you more power. The following are the entry steps that we think are suitable for digital currency traders without any programming foundation: 1. Familiar with basic quantitative strategies: Understanding the strategy trading module of OKX Exchange will help you have a preliminary understanding of strategy trading. For most traders, these functions are sufficient. If you have more ideas to implement, you can continue to learn in depth. 2. Learning programming languages: It is recommended to learn Javascript (JS) and Python. You only need to master the basic usage. When writing strategies, you can improve quickly by learning and practicing. The JS programming language is relatively simple. There are many open source strategies from simple to complex on the FMZ platform for reference. Python is the most commonly used language for data processing. It is very convenient to combine Jupyter Notebook for statistical analysis. You can also learn some data analysis during this period. There are many related Python books and tutorials. "Using Python for Data Analysis" is recommended. Based on the learning foundation, it takes about 1-2 weeks to study 4 hours a day. 3. Read basic quantitative trading books: There are many related books, which can be searched by yourself. You can read them quickly to understand the types of strategies, risk control, strategy evaluation, etc. Quantitative trading involves finance, mathematics and programming, and the content is very rich. The strategies that can really be applied to the market will not be found directly in the books. Reading relevant books, research reports and papers is a long process. 4. Study the exchange API documentation and related examples, and do some live trading deployment strategies: It is recommended to get started through the FMZ Quant Trading platform. The rich documentation and examples greatly reduce the threshold for live trading. This step requires mastering the basic strategy architecture and solving common problems, such as error handling, access frequency control, strategy fault tolerance, risk control, etc. Write some simple modules, such as price push, iceberg commission, etc., to exercise the ability to write live trading strategies. Backtest some basic strategies, such as grid, balance strategy, etc. Join relevant groups, learn to ask questions correctly and search for relevant posts. 5. Verify strategies through backtesting and simulated trading, continuously improve, and finally start actual trading: Skilled traders already have their own strategy ideas, and can verify and improve strategies through backtesting and simulated trading, and finally start actual trading. The joy of completing a complete strategy and watching the orders being automatically placed is indescribable. If you don't have your own strategy yet, you can first complete some backtesting arbitrage of open source strategies, grid strategies of multiple trading pairs, etc., to exercise your live trading programming ability. 6. Keep reading, thinking, communicating, analyzing, backtesting and practicing repeatedly: As the difficulty increases gradually and the learning becomes more in-depth, your ability will continue to improve. ### 5. What Should You Pay Attention to When Using Quantitative Trading? **OKX Strategy Team**: In fact, we believe that users need to pay attention to the following three points when using quantitative trading: 1. Quantitative trading is bound to be profitable: Many people believe that quantitative trading relies on complex algorithms and data analysis, so it is bound to be able to make stable profits. However, quantitative trading cannot guarantee certain profits. Although quantitative strategies optimize trading decisions through data and algorithms, factors such as market uncertainty, errors in model assumptions, and overfitting of strategies may lead to losses. Quantitative trading still faces market risks and the risk of strategy failure. The key is to choose appropriate trading strategies in different market conditions and reasonably set the parameters of the corresponding strategies. 2. Quantitative trading is only suitable for large institutions and high net worth users: Individual investors can also use the quantitative trading platforms and open source tools on the market to participate in quantitative trading. For example, the grid strategy, Martingale strategy and signal strategy tools provided by OKX are all free to use. Although high-frequency trading does require high capital and technical thresholds, the above-mentioned types of strategies do not necessarily require huge amounts of capital. 3. Backtesting results represent future performance: Backtesting is only a means of evaluating strategies, but it does not guarantee future performance. Changes in the market environment, deviations from model assumptions, and overfitting of strategies (over-optimization based on historical data) may all result in actual trading results being less than expected. Backtesting results need to be evaluated for their reliability in combination with real market conditions and robust risk management. **FMZ Quant Team**: In fact, most people do not have a deep understanding of quantitative trading, which can easily lead to some misunderstandings. We have summarized these common misunderstandings and shared them with readers: 1. Will quantitative trading make money definitely? Many traders turn to quantitative trading after losing money in manual trading, hoping to make a quick profit and seeing it as a lifeline. However, whether or not a profit is made depends more on the logic of the trading strategy than on the tool itself. Even if an ideal automatic trading strategy is developed, various unexpected problems may occur in actual trading, resulting in unsatisfactory strategy results. Therefore, programmatic trading is not a guarantee of profit, but requires continuous optimization and adjustment of strategies. 2. Quantitative trading will not make mistakes? Although quantitative trading reduces human errors, it can also introduce other errors. For example, the leakage of API-key may lead to malicious operations on account funds. In addition, bugs in strategies or unhandled exceptions may lead to erroneous transactions or even catastrophic consequences. To avoid these problems, traders need to take strict security measures and conduct sufficient testing and verification before deploying trading programs to ensure the robustness and reliability of the programs. From: https://www.fmz.com/bbs-topic/10458

fmzquant

GMSL Cameras Shaping the Future of Smart City Infrastructure

As smart city technologies develop quickly, GMSL cameras are becoming essential instruments for...

https://dev.to/finnianmarlowe_ea801b04b5/gmsl-cameras-shaping-the-future-of-smart-city-infrastructure-2o2e

gmslcamera, usbcamera, camera, smartcity

 As smart city technologies develop quickly, GMSL cameras are becoming essential instruments for improving urban infrastructure. However, what precisely are **[GMSL camera](https://www.vadzoimaging.com/post/gmsl-vs-mipi)**s, and how are they transforming city operations? Let's explore the fundamentals of GMSL technology, its uses in a range of smart city contexts, and how it might revolutionize urban living. **Describe the GMSL camera** Gigabit Multimedia Serial Link, or GMSL, is the name of a technology that uses coaxial cables to provide high-speed data transmission across extended cable lengths. GMSL cameras are perfect for applications that need to evaluate visual data in real time since they use this technology to produce high-resolution video streams with very little delay. **GMSL Cameras' Function in Smart City Applications** Traffic Control and Monitoring Efficient traffic management is essential in smart city settings to guarantee efficient vehicle movement and improve traffic safety. To keep an eye on traffic conditions in real time, GMSL cameras are placed in key areas throughout cities. These cameras give traffic control centers access to high-definition video feeds, allowing decision-makers to act quickly and with knowledge. GMSL cameras optimize urban mobility by detecting traffic offenses, monitoring congestion levels, and even predicting traffic patterns through integration with AI-powered analytics. **Security and Safety for the Public** Public safety must always come first in any smart city project. Urban security surveillance is significantly improved by GMSL cameras. These cameras offer 24/7 surveillance for anything from guarding vital infrastructure like bridges and tunnels to keeping an eye on public areas like parks, squares, and transit hubs. Law enforcement benefits from their capacity to record crisp, detailed footage for use in incident prevention, investigation, and reaction. Moreover, GMSL cameras can help identify offenders and locate missing people effectively, thanks to developments in facial recognition technology. **Infrastructure of Smart Cities Using GMSL Cameras** Environmental Observation Sustainability and environmental stewardship are given priority in smart cities. Monitoring environmental characteristics, including water levels, weather, and air quality, is made possible with GMSL cameras. These cameras assist in the early detection of environmental threats and provide support for proactive actions for resource management and pollution control by collecting data in real-time through visual observations. Upkeep of Infrastructure The upkeep of vital urban infrastructure is necessary to guarantee public comfort and operational effectiveness. Assets in the infrastructure, like utility networks, bridges, and tunnels, can be remotely monitored thanks to GMSL cameras. Through the use of high-resolution footage, these cameras perform visual inspections that aid in the prompt identification of maintenance needs, thereby decreasing downtime and improving infrastructure resilience. **GMSL Cameras' Prospects in Smart Cities in the Future** Integration of AI and IoT The seamless integration of technologies is the key to the infrastructure of smart cities in the future. GMSL cameras are being developed to work with artificial intelligence (AI) algorithms and Internet of Things (IoT) devices. This convergence makes it possible to combine data from several sources, giving cities the ability to get practical insights for enhancing the provision of services, the distribution of resources, and urban planning as a whole. **Improved privacy and security of data** It is essential to address privacy and data security concerns if smart city technologies are to be widely adopted. Strict cybersecurity standards are followed by GMSL cameras to protect sensitive data and respect individuals' right to privacy. Cities may promote the sustainable growth of smart city programs by fostering trust among stakeholders and residents through the implementation of strong data governance frameworks. **In summary** With cities embracing digital transformation and growing populations, **[GMSL camera](https://www.vadzoimaging.com/post/gmsl-vs-mipi)**s will be crucial in determining the future of smart city infrastructure. These cameras provide a variety of advantages, from improving public safety and traffic management to keeping an eye on environmental conditions and maximizing infrastructure upkeep. Urban surroundings can become more intelligent, safe, and sustainable by adopting inventive applications and GMSL technology. Cities can take the lead in this direction. GMSL cameras are, in essence, more than just a technological advancement; they are the embodiment of the promise of an interconnected and resilient urban future where effectiveness, security, and quality of life come together. With GMSL cameras, you can embrace the infrastructure of smart cities of the future, where each frame is a step closer to accomplishment. **[Click To Know More](https://www.vadzoimaging.com/post/gmsl-camera )**

finnianmarlowe_ea801b04b5

Working with the Arc Browser

I've been using the Arc Browser from The Browser Company for a good six months now and have been...

https://aggregata.de/en/blog/applications/working-with-the-arc-browser/

productivity, browser, tutorial, learning

I've been using the [Arc Browser](https://arc.net/) from *The Browser Company* for a good six months now and have been pleasantly surprised by every major update so far. For this reason, I'd like to introduce you to the browser and its features in more detail today. Like any other browser, the Arc Browser initially does exactly what it is supposed to do: browse. However, what makes it stand out from the crowd are the small, detailed interactions and features that expand or change a page in addition to the actual browsing.  *A shot of the Arc Browser start page with portrait mode* ## Onboarding Onboarding is as personal as you would expect from a modern application. From importing your own data from another browser, pre-configuring bookmarks with known services, customizing your own color palette and browser look to choosing an ad blocker - the Arc Browser tries to offer its users a simple, personal and direct introduction to their own experience. ## Tabs & Views Arc divides tabs into two groups: Temporary and permanent tabs. Temporary tabs close automatically after 24 hours, unless otherwise specified in the settings, while permanent tabs function like bookmarks and can be organized accordingly via folders.  Tabs can be arranged in views so that several tabs can be displayed as a group in one window. Common Window Manager views can be configured for a group, and this group can be saved as permanent tabs. ## Spaces Spaces organize tabs in individual groups, which can be switched between with a swipe across the sidebar. With their own color palette, Spaces influence the appearance of the browser and visually support the communication of the working environment.  Spaces are configured in combination with profiles, e.g. to separate professional and private accounts or to manage multiple developer accesses to an application. If no further profiles are created, all Spaces share a profile and the associated sessions. ## Features In addition to the options for personalizing and organizing the browser, Arc also offers features for managing pages and files within the application. Some important features should therefore not go unmentioned. ### Arc Max Arc Max is Arc's AI assistant, whose task is to make your own workflow easier by delegating repetitive tasks to it. Automatic renaming of tabs and downloads, summaries and answers in real time as well as an integrated chat function with ChatGPT make it easier to search for and collect information.  Although no details on the marketing of this feature are currently known, the CEO of Browser Compnay, Josh Miller, has opened a [survey on X](https://twitter.com/joshm/status/1711582180210594215) on possible pricing models for Arc Max. ### Library The library organizes Spaces, downloads, the archive, but also Arc's own features such as media, notes and boosts. The library can be accessed at any time via the sidebar and provides an overview of your own content. #### Media & Downloads Arc separates downloads into media and other files and documents. While both views share a MacOS-like preview, media is visualized as tiles, while downloads can be displayed and searched in a familiar list. #### Easels & Notes Easel is Arc's integrated whiteboard tool that allows you to draw directly from the browser, which can be essential for research or designing a mood board. Notes use a Markdown-based WYSIWYG editor that allows information to be captured quickly. Media and files can be quickly attached to a note by copying and pasting.  Easels & notes use the same logic as tabs and can be organized in the sidebar like a tab, i.e. also in different spaces and views. #### Boosts Boosts make it possible to profoundly influence the appearance of a page. Colors, fonts, custom code and the deletion of selected page elements make it possible to customize the browser experience.  #### Archive The archive collects closed and temporary tabs so that they are never completely lost, and offers a practical filter to get an overview of closed tabs by Close and Space. --- In addition, Arc offers many predefined [integrations](https://arc.net/integrations) for various websites such as Outlook or Google Calendar, which provide permanent tabs around intelligent features such as a calendar preview or a list of recently accessed documents in the application. ## Development tools Beyond Chromium's familiar development tools, Spaces can be used for sessions and testing. There is also a dedicated portrait mode for presenting a website and a sophisticated page content capture feature. **Portrait Mode** Portrait mode presents the page in front of a suitable background or optionally in front of a definable color gradient or your own screen background. Presentations of applications can thus be designed quickly and attractively.  **Capture** Saving page content is also integrated in Media and Easels, but also offers its own editing function. The recordings can otherwise be saved or sent via the dialog options. ## TL;DR Everything is possible – nothing is mandatory. The Arc Browser offers many detailed features for personalizing your own browsing experience and complements this with a seamless organization of your own working environment.

jairusjoer

Find Your Pace as a New Team Leader

Starting a new position in a company always comes with some level of uncertainty. You have to adapt...

https://dev.to/garbanea/find-your-pace-as-a-new-team-leader-528d

Starting a new position in a company always comes with some level of uncertainty. You have to adapt to the style of work, understand the processes, and possibly learn new skills. What if this new position is now a leading role you did not have previously? It's a chance for personal and professional growth, a journey that may bring pressure and uncertainty but also immense learning. Here are some tips on what helped me when faced with a similar scenario. ## 1. Rethink Your Responsibilities Moving from a team member to a team leader does not usually happen overnight. However, it is still a big change in your responsibilities and expectations. For me, the most important thing to understand was where my new priorities lie. As such, I had to sit myself down and think about the process by answering questions such as: - How much of the work I did previously am I supposed to output now? - How much time will I spend on leading my team? - What type of support do they expect from me? - Which types of tasks should I pass down to the team instead of handling them myself? It is all quite self-explanatory, but when moving from a functional to a leading role, things might get a bit mixed up. Being a team leader is a [multiple-hat role](https://teamhood.com/productivity/multiple-hats-at-workplace/?utm_source=devto&utm_medium=post&utm_campaign=Do), but this does not mean e a doing-everything role. And from personal experience, it is really easy to go down that slope. All you need to do is say, 'I’ll handle that' one too many times. ## 2. Adjust Your Process Once I had a clear understanding of my new responsibilities, I needed to review and set up a process that would fit them. It took me a few tries and even going on a short vacation to gain perspective on how things should be done. But I think I am slowly getting there. The keyword being 'getting there'. What I would love to have done differently? I should have spent more time on this in the beginning instead of trying to continue with my old tasks on top of the new responsibilities. As a new team lead, I will still need more time to feel fully confident in the process or will likely learn that it is never perfect, just right for right now. And that is what I am working with. Of course, having a [visual collaboration tool](https://teamhood.com/project-management/visual-collaboration-software-tools/?utm_source=devto&utm_medium=post&utm_campaign=Do) on hand is quite beneficial and helps me see how things are or aren't moving along.  ## 3. Expand Your Skillset My last piece of advice is to continue learning and improving. Again, this may seem too simple, but too many of us forget how important it is to keep on learning past that initial phase of change. What helps me in this case is keeping the learning diverse. You have multiple resources such as courses, conferences, YouTube, LinkedIn, and other channels for people leading their own teams. Most importantly, do not forget those working within your own company. They have immense knowledge of your industry and operations. Which gives you quite an advantage as a successful leader. Also, here is a handy post on [developing timelines and roadmaps](https://teamhood.com/kanban/guide-to-developing-timelines-and-roadmaps-while-doing-kanban/?utm_source=devto&utm_medium=post&utm_campaign=Do). To sum up, I am still on the path of learning to be an inspiring and efficient leader to others, and surely there will be many challenges ahead. But for now, these are the tips that helped me feel more confident in the first few months and I hope they will help you too. Share your thoughts in the comments below.

garbanea

Top Obsidian Plugins to Supercharge Your Note-Taking Experience

obsidian,note,productivity,tooling,markdown

https://dev.to/rubiin/top-obsidian-plugins-to-supercharge-your-note-taking-experience-4p8e

--- title: Top Obsidian Plugins to Supercharge Your Note-Taking Experience published: true description: obsidian,note,productivity,tooling,markdown tags: cover_image: https://dannb.org/images/blog/2024/03/obsidian-tips-lead.jpg # Use a ratio of 100:42 for best results. # published_at: 2024-07-05 08:14 +0000 --- Obsidian is a powerful and flexible note-taking application that has gained a loyal following among productivity enthusiasts, researchers, and writers. One of the key features that makes Obsidian so versatile is its plugin ecosystem. With a wide array of plugins available, users can customize and enhance their Obsidian experience to suit their specific needs. In this article, we'll explore some of the most popular and useful Obsidian plugins that has made using obsidian an absolute fun for me ## 1. [Calendar](https://github.com/denolehov/obsidian-git) The "Calendar" plugin is an essential tool for anyone looking to keep track of their daily notes and activities. It integrates seamlessly with Obsidian, providing a visual representation of your notes by date. This makes it easy to navigate through your past notes and plan future entries. Whether you're journaling, tracking habits, or organizing your research, the Calendar plugin is a must-have.  ## 2. [Obsidian Excalidraw Plugin](https://github.com/zsviczian/obsidian-excalidraw-plugin) For those who need to create diagrams, flowcharts, or any form of visual content, the "Obsidian Excalidraw Plugin" is a game-changer. Excalidraw is a virtual whiteboard tool that allows you to create hand-drawn-like sketches directly within Obsidian. This plugin is perfect for brainstorming, mind mapping, or adding visual explanations to your notes.  ## 3. [Obsidian Git](https://github.com/denolehov/obsidian-git) Version control is crucial for anyone working on extensive projects or collaborative writing. The "Obsidian Git" plugin brings the power of Git to your Obsidian vault. It allows you to commit changes, push and pull from remote repositories, and keep track of your note revisions. This ensures that you never lose important information and can easily collaborate with others.  ## 6. [Obsidian Mind Map](https://github.com/james-tindal/obsidian-mindmap-nextgen) The "Obsidian Mind Map" plugin allows you to visualize your notes as mind maps. This is incredibly useful for organizing thoughts, planning projects, or studying complex topics. With this plugin, you can convert your Markdown notes into interactive mind maps, helping you see the connections between different pieces of information more clearly.  ## 7. [Commander](https://github.com/phibr0/obsidian-commander) "Commander" is a command palette plugin that enhances your workflow by providing quick access to Obsidian commands. By pressing a customizable hotkey, you can bring up the command palette and execute any command without taking your hands off the keyboard. This plugin is perfect for power users who want to streamline their note-taking process.  ## 8. [Share Note](https://github.com/alangrainger/share-note) Sharing notes with others is made easy with the "Share Note" plugin. This plugin allows you to quickly generate shareable links to your notes, which can be viewed in a web browser. It's perfect for collaborating with colleagues, sharing research findings, or simply making your notes accessible to others without needing them to have Obsidian installed.  ## 9. [Obsidian Plugin Update Tracker](https://obsidian.md/plugins?id=obsidian-plugin-update-tracker) Keeping your plugins up to date is essential for maintaining a smooth and secure Obsidian experience. The "Obsidian Plugin Update Tracker" helps you manage and update your installed plugins. It notifies you when updates are available and allows you to update all plugins with a single click, ensuring you always have the latest features and bug fixes.  ## 10. [Better Word Count](https://github.com/lukeleppan/better-word-count) Writers and researchers who need to keep track of their word count will find the "Better Word Count" plugin invaluable. This plugin provides a detailed word count for your notes, including counts for individual headings and sections. It's perfect for anyone working on word-sensitive projects, such as essays, articles, or books.  ## 11. [Recent Files Obsidian](https://github.com/tgrosinger/recent-files-obsidian) Navigating through your vault is made easier with the "Recent Files Obsidian" plugin. It keeps track of your recently opened files and provides quick access to them. This is especially useful for large vaults with many notes, allowing you to quickly resume your work without searching through folders.  ## 12. [Iconize](https://obsidian.md/plugins?id=obsidian-icon-folder) The "Obsidian Iconize" plugin adds a visual touch to your Obsidian vault by allowing you to assign custom icons to your folders. This makes it easier to visually differentiate between different types of notes or projects. It's a simple yet effective way to enhance the organization and aesthetics of your vault.  ## 13. [Obsidian Tasks Plugin](https://github.com/obsidian-tasks-group/obsidian-tasks) Managing tasks and to-do lists within Obsidian is a breeze with the "Obsidian Tasks Plugin." This plugin allows you to create and manage tasks directly within your notes. You can set due dates, priorities, and even track the completion status of your tasks. It's a powerful tool for integrating task management into your note-taking workflow.  ## Conclusion Obsidian's plugin ecosystem offers a wealth of tools to enhance your note-taking and organization capabilities. Whether you need to keep track of your notes with a calendar, create visual content, manage version control, highlight code, visualize your thoughts, streamline your workflow, share notes, keep plugins updated, count words, access recent files, add custom icons, or manage tasks, there's a plugin for you. By leveraging these plugins, you can tailor Obsidian to fit your specific needs and maximize your productivity.

rubiin

Why Choose Chase Oaks Dentistry for Your Dental Needs in Plano?

Selecting the appropriate dental care provider is very important to the oral health of an individual...

https://dev.to/gillywork0/why-choose-chase-oaks-dentistry-for-your-dental-needs-in-plano-33mg

Selecting the appropriate dental care provider is very important to the oral health of an individual and the cosmetic looks of one’s teeth. [Chase Oaks Dentistry in Plano ](https://chaseoaksdentistry.com/)still provides the best dental care services to their clients, ranging from the children to the adults. The reader may be wondering why Chase Oaks Dentistry should be chosen for all dental requirements. Now it is time to describe the extraordinary services they provide like pediatrics, cosmetic surgery, and many more. **Best Children’s Dentist in Plano ** All parents want to provide their child with the best or quality services for their dental problems. Chase Oaks Dentistry has a pediatric dentist specialist, and he caters for children since they are a unique category that has specific dental needs. In this respect, the team’s priority is to establish a warm and welcoming atmosphere to always guarantee your child a stress- free dental appointment. These visits can start with early childhood and biannual check-ups from a proficient pediatric dentist can create the preliminary stage towards good dental health in the course of an individual’s lifetime. **Comprehensive Cosmetic Dentistry Services ** To strengthen the aesthetic attraction of your smile, the [cosmetic dentist Plano](https://chaseoaksdentistry.com/) at Chase Oaks Dentistry has numerous techniques particularly targeted at enhancing the looks of a person’s teeth. If you require brightening your teeth, a cosmetic dental procedure, veneers or bonding, their professionals can make it happen employing the current methods. They are regarded as one of the best[ cosmetic dentists in Plano TX](https://chaseoaksdentistry.com/), and committed to helping you obtain your perfect smile treatment plans. **Get A Beautiful Smile with [Invisalign in Plano](https://chaseoaksdentistry.com/), TX ** Those patients who wish to align their teeth without anyone noticing it, Invisalign Plano TX can be obtained at Chase Oaks Dentistry. Invisalign is an advanced treatment that employs various virtually invisible, detachable braces called aligners. This is a type of treatment suitable for teenagers and adults who want to achieve the desired look of the teeth without going through the process of wearing metallic braces. Our team at Chase Oaks Dentistry will be there to assist you in achieving the best outcome and a satisfying process. **What It Takes to Deliver a Quality Root Canal Treatment.** In some circumstances such as when a tooth is infected severely or damaged then a root canal Plano may be conducted to salvage the tooth. Chase Oaks Dentistry provides top quality root canal therapy to ensure you no longer have toothache and to bring back your tooth into a healthy state. Their qualified dentists employ proper methods in the operation as well as the use of anaesthetic to minimize the discomfort of the entire process. When well taken care of, this dental procedure can have a beneficial outcome in that it can help a lot in the preservation of one’s natural tooth and oral tissue health. **The Top Plano Cosmetic Dentist You Trust ** When it comes to dentistry, Chase Oaks Dentistry is one of the best Plano cosmetic dentist; with experience and focus on the patient. They provide you with all the cosmetic procedures that you may require from simple smile makeovers to minor procedures that are perfect for you. Cosmetic dentists trained for many years at Chase Oaks Dentistry are dedicated to enhancing your beautiful and attractive smile. **Why A Cosmetic Dentist in Plano, TX? ** Finding a suitable [cosmetic dentist Plano TX](https://chaseoaksdentistry.com/) is a process that determines more of one’s smile as well as self-esteem. Chase Oaks Dentistry is a professional dental care institution where you will always get a cheerful, experienced team of experts that offers the best services to help make your visit as comfortable as possible. The facility and equipment are modern and their team of friendly, professional dentists provide you with superior service. There are beauty procedures; orthodontics here at Chase Oaks Dentistry, including Invisalign Plano TX, and restorative treatments. **Conclusion ** Chase Oaks Dentistry is a highly recommended company offering the best dental services in Plano with all the dental services you require. Ranging from your family dentist – pediatric dentist Plano to the services of a cosmetic dentist Plano, Chase Oaks Dentistry is dedicated to delivering quality services to patients of all ages. Regardless of whether you need a root canal Plano or other services such as makeovers, or orthodontics Invisalign, you can be sure of a top quality service at Chase Oaks Dentistry. You should visit them today to book an appointment and begin the path to that healthy and beautiful smile. 

gillywork0

Automating User and Group Management on Linux with a Bash Script

Introduction Managing users and groups on a Linux system can be a daunting task,...

https://dev.to/hellowale/automating-user-and-group-management-on-linux-with-a-bash-script-2o7j

bash, devops

## Introduction Managing users and groups on a Linux system can be a daunting task, especially when onboarding new employees. As a SysOps engineer, automating these tasks can save time and reduce errors. In this article, we'll explore a bash script called create_users.sh that automates user creation, password management, and group assignments. This script reads from an input file and logs all actions, ensuring a smooth and auditable process. ## Script Features - Reading Input File: Parses a text file containing usernames and group names. - User Creation: Creates users with personal groups if they don't already exist. - Password Management: Generates and assigns random passwords to users. - Group Assignment: Adds users to specified groups. - Logging: Records all actions to a log file for auditing purposes. ## The Script Below is the create_users.sh script, broken down into detailed code blocks for better understanding. Reading the Input File The script begins by defining a function to read and parse the input file. Each line in the file contains a username and a list of groups separated by a semicolon (;). ``` # Function to read and parse the input file read_input_file() { local filename="$1" while IFS=';' read -r user groups; do users+=("$(echo "$user" | xargs)") group_list+=("$(echo "$groups" | tr -d '[:space:]')") done < "$filename" } ``` - Purpose: This function reads the input file line by line. - Parsing: Each line is split into user and groups using the semicolon (;) as a delimiter. - Trim Whitespace: The xargs command removes any leading or trailing whitespace from user, and tr -d '[:space:]' removes all spaces from groups. - Storing Data: Usernames are stored in the users array and group lists in the group_list array. Creating a User with a Personal Group Next, we define a function to create a user and their personal group. If the user already exists, the script logs a message and skips the creation. ``` # Function to create a user with its personal group create_user_with_group() { local username="$1" if id "$username" &>/dev/null; then echo "User $username already exists." | tee -a "$log_file" else groupadd "$username" useradd -m -g "$username" -s /bin/bash "$username" echo "Created user $username with personal group $username." | tee -a "$log_file" fi } ``` - Check Existence: The id command checks if the user already exists. If they do, a message is logged. - Create Group: If the user does not exist, the script creates a new group with the same name as the username using groupadd. - Create User: The useradd command creates a new user with: -m: Creates a home directory for the user. -g "$username": Assigns the user to their personal group. -s /bin/bash: Sets the default shell to /bin/bash. Setting a Password for the User This function generates a random password for the user, sets it, and stores the password in a secure file. ``` # Function to set a password for the user set_user_password() { local username="$1" local password=$(openssl rand -base64 12) echo "$username:$password" | chpasswd echo "$username,$password" >> "$password_file" echo "Password for $username set and stored." | tee -a "$log_file" } ``` - Generate Password: The openssl rand -base64 12 command generates a random 12-character password. - Set Password: The chpasswd command sets the user's password. - Store Password: The username and password are appended to the password file for future reference. - Logging: A message is logged indicating that the password was set and stored. Adding the User to Additional Groups The following function adds the user to the specified groups. If a group does not exist, it is created. ``` # Function to add user to additional groups add_user_to_groups() { local username="$1" IFS=',' read -r -a groups <<< "$2" for group in "${groups[@]}"; do if ! getent group "$group" &>/dev/null; then groupadd "$group" echo "Group $group created." | tee -a "$log_file" fi usermod -aG "$group" "$username" echo "Added $username to group $group." | tee -a "$log_file" done } ``` - Split Groups: The IFS=',' setting and read -r -a groups <<< "$2" command split the group list into an array. - Check Group Existence: The getent group "$group" command checks if each group exists. - Create Group: If a group does not exist, it is created using groupadd. - Add User to Group: The usermod -aG "$group" "$username" command adds the user to each group. - Logging: Messages are logged for group creation and user addition. Main Script Execution The main part of the script checks for the input file argument, initializes variables, creates log and password files if they don't exist, and processes each user in the input file. ``` # Check for input file argument if [[ $# -ne 1 ]]; then echo "Usage: $0 <input_file>" exit 1 fi # Initialize variables input_file="$1" log_file="/var/log/user_management.log" password_file="/var/secure/user_passwords.txt" declare -a users declare -a group_list # Create log and password files if they do not exist mkdir -p /var/log /var/secure touch "$log_file" touch "$password_file" chmod 600 "$password_file" # Read input file read_input_file "$input_file" # Process each user for ((i = 0; i < ${#users[@]}; i++)); do username="${users[i]}" user_groups="${group_list[i]}" if [[ "$username" == "" ]]; then continue # Skip empty usernames fi create_user_with_group "$username" set_user_password "$username" add_user_to_groups "$username" "$user_groups" done echo "User creation and group assignment completed." | tee -a "$log_file" ``` - Input File Argument: Checks if an input file is provided as an argument. If not, it exits with a usage message. - Initialize Variables: Sets the input file, log file, and password file paths. Initializes arrays for users and groups. - Create Log and Password Files: Creates the log and password files if they do not exist and sets appropriate permissions. - Read Input File: Calls the read_input_file function to populate the users and group_list arrays. - Process Users: Loops through each user in the users array: Skip Empty Usernames: Continues to the next iteration if the username is empty. Create User and Group: Calls create_user_with_group to create the user and their personal group. Set Password: Calls set_user_password to set and store the user's password. Add to Groups: Calls add_user_to_groups to add the user to specified groups. - Completion Message: Logs a message indicating that user creation and group assignment are complete. ## How to Use the Script - Prepare the Input File: Create a file named users.txt with the following format: ``` light;sudo,dev,www-data idimma;sudo mayowa;dev,www-data ``` - Run the Script: Execute the script with the input file as an argument: ``` ./create_users.sh users.txt ``` - Check Logs and Passwords: Review the log file at /var/log/user_management.log for actions taken and find user passwords in /var/secure/user_passwords.txt. ## Benefits of Automation - Efficiency: Automates repetitive tasks, freeing up time for more critical activities. - Consistency: Ensures that user and group configurations are applied uniformly. - Security: Randomly generated passwords enhance security, and storing them securely minimizes risks. - Auditing: Detailed logging helps in tracking changes and troubleshooting. ## Learn More If you're interested in advancing your career in tech, consider joining the HNG Internship program by visiting [HNG internship](https://hng.tech/internship) or [HNG Premium](https://hng.tech/premium). It's an excellent opportunity to gain hands-on experience and learn from industry professionals. For those looking to hire top tech talent, [HNG Hire](https://hng.tech/hire) connects you with skilled developers who have undergone rigorous training. ## Conclusion Automating user and group management tasks with a bash script can significantly improve efficiency and security in a Linux environment. By following the steps outlined in this article, you can streamline your onboarding process and ensure proper user management.

hellowale

How to Become a Freelance Python Developer in 2024

With the growing demand for Python developers, now is a great time to start freelancing. This guide...

https://dev.to/sejal_4218d5cae5da24da188/how-to-become-a-freelance-python-developer-in-2024-4f3d

freelancepythondeveloper, pythondeveloper

With the growing demand for Python developers, now is a great time to [start freelancing](https://www.pangaeax.com/become-a-freelancer/). This guide covers essential tips, tools, benefits, and strategies to help you succeed as a freelance Python developer. ## Python’s Popularity and Demand in Freelancing Python remains a top choice for freelancers due to its versatility. It’s widely used in web development, data analysis, AI, and machine learning. The TIOBE Index ranks Python among the top programming languages, reflecting its popularity. Platforms like LinkedIn and Pangaea X offer numerous freelance Python developer jobs. The software development field, including Python, is expected to grow significantly. ## Benefits of Becoming a Freelance Python Developer Freelance Python developers enjoy several advantages: **• High Earnings**: The median salary in the U.S. is around $110,000 per year. **• Work-Life Balance**: Set your own hours and work from anywhere. **• Job Options**: Many opportunities on platforms like Pangaea X, Upwork, and Fiverr. **• Global Opportunities**: Work with clients worldwide. **• Business Skills**: Develop skills in client management, negotiation, marketing, and financial planning. ## Steps to Become a Freelance Python Developer 1. Visit [Pangaea X](https://www.pangaeax.com/) and create an account. 2. Bid on Projects matching your skills and experience. 3. Get Hired by reputable companies. 4. Deliver Work and receive payment upon completion. ## Overcoming Challenges **1. Finding Clients**: Build a strong portfolio and network on platforms like Pangaea X. **2. Building a Reputation**: Deliver high-quality work and seek testimonials. **3. Staying Updated**: Continuously learn through courses and webinars. **4. Handling Client Relations**: Define project scopes clearly and maintain open communication. **5. Managing Finances**: Save during high-income periods and use financial tools. ## Growing Demand in Various Industries Python’s versatility drives demand in industries like: **• Data Science and Analytics**: Essential for data manipulation and visualization. **• AI & Machine Learning**: Key for developing models and applications. **• Automation and Scripting**: Ideal for automation tasks. **• Finance and Fintech**: Used for quantitative analysis and risk management. ## About Pangaea X Pangaea X connects skilled data analysts and developers with companies seeking top talent. Its user-friendly interface helps freelancers find projects, showcase skills, and manage work efficiently. ## Conclusion Becoming a freelance Python developer in 2024 offers high demand and rewarding opportunities across various industries. Platforms like Pangaea X help you secure projects and build a successful career. Embrace the benefits, overcome challenges, and stay updated with industry trends to thrive. For more detailed insights, visit [Pangaea X](https://www.pangaeax.com/2024/07/04/how-to-become-a-freelance-python-developer-in-2024/).

sejal_4218d5cae5da24da188

Improving Customer Experience with Generative AI Solutions

Generative AI or Gen AI has the potential to transform every aspect of business growth and customer...

https://dev.to/calsoftinc/improving-customer-experience-with-generative-ai-solutions-22h3

ai, ux, machinelearning, productivity

Generative AI or Gen AI has the potential to transform every aspect of business growth and customer experience is no different. Believe it or not, high-quality customer experience has the spark to differentiate your business from the rest in the market, making it a critical element in today’s competitive economy. By leveraging the goodness of generative AI, businesses are bound to improve their customer interactions dramatically by making the most of generative AI services. This blog is carefully curated to help you gain insights on how generative AI can be utilized to promote customer satisfaction. ### 1. Personalization Through Data Analysis Generative AI services permit the growth of highly personalized customer experiences through the analysis of huge amounts of data to apprehend individual preferences and behaviors. This era tailors' recommendations and interactions, making customer experiences uniquely valued and understood. - **Advanced Algorithms:** AI algorithms use client data, such as purchase records and browsing tendencies, to provide personalized recommendations, increasing consumer satisfaction through more relevant suggestions. - **Behavioral Insights:** By finding patterns in customer behavior, AI may predict future preferences and actions, allowing businesses to match customer demands and increase engagement. - **Dynamic Customer Engagement:** Generative AI creates adaptable material, such as personalized emails and product descriptions, that are updated in response to customer data, making marketing efforts more attractive. ### 2. Automation of Customer Support [**Generative AI services**](https://www.calsoft.ai/gen-ai/) automate numerous facets of customer support, accelerating response times and increasing accuracy. This technology manages routine inquiries, allowing human agents to focus on more intricate issues. - **AI-Powered Chatbots:** Chatbots handle common customer queries instantly, providing support around the clock. This diminishes wait times and guarantees consistent information delivery. - **Virtual Assistants:** These assistants help customers with selections and troubleshooting, refining the overall experience. - **Sentiment Analysis:** AI evaluates the tone and emotion in customer communications, helping businesses respond suitably and heighten satisfaction. ### 3. Enhanced Data Management and Analytics Generative AI improves data management and analytics, giving organizations more insight into client habits and preferences. This technology allows fast and accurate techniques for processing enormous amounts of data. - **Real-Time Analytics:** AI immediately examines client data, providing insights that inform corporate decisions and plans. - **Predictive Analytics:** Generative AI assists organizations in remaining competitive and responding to growing requirements by projecting future trends and client behaviors. - **Data Integration:** AI integrates data from multiple sources, providing a full perspective of the consumer journey and allowing for more informed decision-making. ### 4. Improved Product and Service Innovation Generative AI is critical for driving product and service innovation. Companies can improve their offers by monitoring client feedback and market trends. - **Feedback Analysis:** AI analyzes customer feedback across numerous channels to identify common concerns and possibilities for change, ultimately leading to better products and services. - **Trend Analysis:** AI analyzes upcoming patterns and consumer expectations, allowing firms to develop proactively. - **Rapid Prototyping:** AI enables rapid prototyping by identifying possible difficulties and accelerating product development and quality. ### 5. Optimized Marketing Strategies Generative AI refines marketing strategies by offering deeper insights into customer preferences and behaviors. This technology supports more focused and effective marketing initiatives. - **Customer Segmentation:** AI segments customers by demographics, behaviors, and preferences, facilitating more precise targeting. - **Content Generation:** Generative AI produces tailored marketing content that appeals to specific audience segments, boosting engagement and conversion rates. - **Campaign Performance Analysis:** AI monitors and evaluates marketing campaign performance in real time, providing insights that aid in optimizing strategies for enhanced outcomes. ## Conclusion: Businesses are using generative AI to transform [**customer experiences**](https://www.calsoftinc.com/services/ui-ux-engineering/) by providing personalized interactions, automated support, advanced information analytics, innovation encouragement, and optimized advertising and marketing strategies. These technological improvements are allowing businesses to exceed customer expectations, resulting in growth and fulfillment in a competitive market. Calsoft is dedicated to helping businesses make the most of generative AI to enhance customer experiences. They provide personalized interactions, computerized help systems, and valuable data analytics to ensure customer satisfaction and loyalty. Our attention to advanced technology enables businesses to stay adaptable and competitive in a rapidly changing market. Investing in generative AI with Calsoft not only propels enterprise growth but additionally ensures a competitive edge in the dynamic market landscape.

calsoftinc

PEPEWIFHAT, The Dankest Meme on SOLANA Blockchain, Puts The Hat Back On

[Bucharest, Romania] – Pepewifhat ($pepewifhat) took the most recognizable meme on the internet and...

https://dev.to/newswirenext/pepewifhat-the-dankest-meme-on-solana-blockchain-puts-the-hat-back-on-17cf

[Bucharest, Romania] – Pepewifhat ($pepewifhat) took the most recognizable meme on the internet and put the hat back on. The creator of the meme, CADDiE, was nostalgically thinking of the euphoric time when the $PEPE token on Ethereum first launched and a meme of Pepe the Frog wearing a red hat saying “MAKE MEMES GREAT AGAIN” surfaced. Because of the political implications, the community decided to depict Pepe sans hat, but this reflection served as an opportunity to put the hat back on Pepe, this time with a new look and energy. When asked how he came up with the meme, CADDiE insists it was “pure luck,” and he went on to say, “I thought the red hat looked dank on Pepe, as green and red go so well together.” (should probably add something about dogwifhat here, and the meme within a meme idea) With its origin on the SOLANA Blockchain ($SOL), $pepewifhat first launched as a “fair launch” token on the pump.fun memecoin incubator. The website allows developers to launch with a low cost of .02 $SOL ($2.90 at the time of writing this article), driving creativity and allowing the market to truly decide the next winning memecoin. In the event the coin catches first and reaches a $60,000 market-cap, it achieves what is called the bonding curve—the required market-cap to move off pump.fun and migrate trading with a locked liquidity pool on Raydium, a decentralized finance (deli) DEX swap and liquidity pool app based on the SOLANA Blockchain. At launch $pepewifhat saw an influx of volume and smashed the pump.fun glass ceiling, skyrocketing to a $10,000,000 market-cap in just 3 days time. (This week, pepewifhat) The token secured a Centralized Exchange listing on BitMart (I think a little data about bitmart would be good here 450 million in the last 24h volume, and nearly $90 million USD held in assets, according to coin marketcap), with more CEX listings to be announced soon. The community run token also boasts a market maker partnership with GoBit. Pepewifhat wants to remind you, the hat stays on. The red hat has been taking over profile pictures all over X, “putting a hat on” has become the symbol of joining the community and spreading the word of $pepewifhat. Additionally there is a meme generator to create your own pepewifhat memes to post on X and other social media platforms. You can find the meme generator on iur website. Along with twitter spaces with hundreds of attendees daily, there has been over 30 songs written about the pepewifhat meme, as well as thousands of meme pictures and videos, making it one of the strongest and most creative communities in the memecoin sphere (or something along these lines lol) Every swap of $pepewifhat can be executed with complete confidence – it is a 0% tax token has a perfect score on solid proof audit and dextools. The community decided to burn the Raydium liquidity pool, and also raised a 7% of total token allocation multisig treasury, earmarked for CEX listings, marketmakers, marketing, etc.). In comparison, the OG $Pepe token had a treasury set aside of 6% of total token allocation. This ensures the community can swap and hold $pepewifhat tokens without the fear of liquidity being removed without notice. Check out the #pepewifhat website here: pepewifhat.app and stay tuned for upcoming announcements of additional CEX listings Market Makers and Merch Store. Follow on X | | Telegram | Buy on Jupiter DEX MEDIA CONTACT Company Name- Pepewifhat Contact Person- Media Relations Email- [email protected] Country- United States Website- https://pepewifhat.app/

newswirenext

How To Write Problem Statement For A Project.?

Writing a problem statement for a project involves clearly articulating the issue you intend to...

https://dev.to/iam_divs/how-to-write-problem-statement-for-a-project-4fmm

webdev, ui, ux, uidesign

 Writing a problem statement for a project involves clearly articulating the issue you intend to address. Here's a structured approach to writing an effective problem statement: 1. Context and Background Provide context and background information to help readers understand the problem. This can include the current situation, relevant history, and any other information that sets the stage for understanding the issue. 2. The Problem Clearly and concisely describe the problem. Focus on specifics, and avoid vague or broad statements. 3. Evidence of the Problem Support the problem with evidence. This can include data, statistics, case studies, or anecdotes that demonstrate the existence and extent of the problem. 4. Impact of the Problem Explain the consequences of the problem. Discuss who is affected, how they are affected, and the broader implications if the problem is not addressed. 5. Desired Outcome State the desired outcome or goal. Describe what success looks like and how the situation would improve if the problem were solved. **What to avoid when writing a problem statement.?** When crafting a problem statement, it's essential to communicate the issue clearly and effectively. A well-formulated problem statement sets the stage for understanding and addressing the challenge at hand. 1.**Speceficity**: Be specific about the problem and its context. 2.**Complexity**: Keep the language simple and direct. 3.**Overgeneralization**: Avoid broad statements that don’t address specific issues. 4..**Assumptions**: Don’t presume solutions or causes without evidence.

iam_divs

The Art of Film Blowing: Behind the Scenes with Manufacturers

Plastic Film Blowing - A True Fascinating Domain Plastic is a highly unusual substance, and it has...

https://dev.to/peter_msimpsonks_032718/the-art-of-film-blowing-behind-the-scenes-with-manufacturers-5mb

design

Plastic Film Blowing - A True Fascinating Domain Plastic is a highly unusual substance, and it has changed end up changing the way that we store, package and transport many energy in our daily lives. Film Blowing is one of the most intriguing techniques that are used for creating a variety of plastic products, especially thin and durable films/ sheets. This technology lets producers create different kinds of plastic films, which are used for food packaging and preservation besides protecting electronic products. So, that being said... now we can start rolling down the rabbit hole of film blowing and look at a lot in various areas:We will cover some aspects related to:-The world of advantages The World Of Advancements-Safety measures-Applications-Quality Standards An Overview of Film Blowing Applications This method of priority is more advantageous compared to the processing methods because it provides various advantages in relation with plastic. Its strength lies in its capacity to formulate films that cover multiple properties like transparency, opaqueness thickness and potency. Its versatility has made film blowing a popular choice for making specialty films catering to a variety of uses, from clear plastic grocery bags to opaque industrial liners. In addition, film blowing can produce plastic films at high-speed production rates and thus able to produce plastics in large amounts in a short time span which makes it very suitable for applications such as food packaging or agriculture that require heat shrinking. Advances in Film Blowing Technology Over the years, there has been quite a revolution in plastic film blowing as manufacturers continue to find new techniques that can further improve on how they develop films. At Jindal Film, another unique solution is the use ofco-extrusion where film lines are built to produce films with multiple layers wherein each individual layer contributes added specific functionalities. Manufacturers, for example-including some members of the EMA-can make films that are transparent on one side and opaque on another through co-extrusion, enabling new possibilities when it comes to film applications tailored specifically meeting consumer requirements. Safety First for Film Blowing Operations Safety is a great concern in the film blowing industry because it involves highly flammable materials for melting. From the top down, manufacturers have diligently installed safety measures to ensure their workers are safe while facilitating production. It should provide staff safety including goggles, gloves and apron while simultaneously installing fire alarms, smoke detectors and automatic sprinkler systems to all film blowing facilities. These safety measures help to manage the risks involved when working in a plastic film production setting and keep all those affected safe. The Art of Blowing Film Cash Embowel is a process that, quite simply basically means establishing and casting film-a very complex and delicatet practice. The process starts by feeding raw materials, usually plastic pellets, into the film-blowing machine. Then the raw aba film blowing machine material is molten by this machine and then it passes through die head to generate film in desired configurations. Afterward, the film is cooled and then put onto a reel for further processing. Factors such as the quality of raw materials, machine settings and operator expertise directly affect the end result. Manufacturers have to work on each of these factors and ensure that they all go hand in glove with one another so as to produce films which are nothing but sheer perfection. Service, Quality and Process Excellence The quality of services and the products' excellence determine industry success. When it comes to the film blowing industry, expertise requires providing films of high quality and on-time deliveries at competitive costs. In short, this requires working hand-in-hand with customers to meet their needs and providing customized solutions tailored specifically to fulfill those requirements. This film quality is associated to the constitution of raw material used, kind and skill level-operated machines responsible for making films. Your choice of a top-notch film blowing manufacturer must use the highest grade raw blow extrusion machine materials, make revolutionary machinery investments and son employees to ensure there is consistent delivery. A Variety of Uses for Plastic Film Blowing The application of plastic film blowing is diverse and also has a wide range in different sectors from agriculture to food production. In food, the use of plastic films to package everything from snacks and meats to frozen foods is ubiquitous. Agriculturally, they are used within films that stretch over crops promoting controlled environments equivalent to greenhouses for improving crop yields. In addition to these applications, plastic films are also essential in the manufacture of shopping bags, as shrink wrap and overwrap for packaging or protecting other products such as paperboard containers (as used with boxes for produce), tray liners, available at checkout counters etc. So, the Conclusion is: Untapped Film Blowing Potential Indeed, film blowing is nearly an art form that shapes ordinary plastic into a dynamic and diverse tool used in countless different applications. This advanced, but simple method allows companies to produce high-quality plastic films for various industries that hold aba blown film machine product storage and transport packing duties. However, the industry contains both challenges and risks - but many safety measures are put in place to protect personnel of all ranks or jobs as well. With the film blowing industry continuing to advance through innovated designs, manufacturers are breaking new ground by wideningfilm engineered properties and boundaries of what is possible in plastic films.

peter_msimpsonks_032718

Mastering Java: A Collection of Insightful Programming Tutorials 🚀

The article is about a captivating collection of five Java programming tutorials from LabEx. It covers a wide range of topics, including converting long values to unsigned strings, mastering the ternary operator, displaying database query results using EL expressions, exploring the `toString()` method of the `Long` class, and counting Unicode code points in char arrays. Each tutorial is accompanied by a detailed description and a direct link, making it easy for readers to dive into the content and expand their Java expertise. Whether you're a beginner or an experienced Java developer, this article promises to be a valuable resource for honing your programming skills and staying up-to-date with the latest Java techniques.

https://dev.to/labex/mastering-java-a-collection-of-insightful-programming-tutorials-l0k

java, coding, programming, tutorial

Welcome to this captivating collection of Java programming tutorials from LabEx! Whether you're a seasoned Java developer or just starting your coding journey, these labs will equip you with the knowledge and skills to take your Java expertise to new heights. 🌟  ## 1. Java Long Unsigned String Conversion 🔢 In this lab, you'll delve into the intricacies of Java's `toUnsignedString()` method, which allows you to convert a `long` value into an unsigned decimal `String` object. You'll learn how to use this powerful tool, understand the required arguments, and explore the returned values. Dive in and unlock the secrets of working with unsigned long values in Java! [Java Long Unsigned String Conversion](https://labex.io/labs/117932)  ## 2. Mastering Java Ternary Operator 🤖 Discover the power of the ternary operator in Java and learn how to use it to replace complex `if-else` statements. This lab will guide you through the syntax and usage of the ternary operator, as well as demonstrate how to nest it for more advanced conditional logic. Streamline your code and improve its readability with this handy Java feature! [Mastering Java Ternary Operator](https://labex.io/labs/117991)  ## 3. Displaying Query Results Using EL Expressions 💻 In this project, you'll explore the world of JSP (JavaServer Pages) and learn how to display user data retrieved from a database using EL (Expression Language) expressions. You'll implement two JSP pages: one for entering a user ID and querying the corresponding user information, and another for displaying the queried data. Unlock the power of EL to enhance your web applications! [Displaying Query Results Using EL Expressions](https://labex.io/labs/300360) ## 4. Java Long toString Exploration 🔍 Dive deep into the `toString()` method of the `Long` class in Java. In this lab, you'll learn the syntax of this method, understand the parameters it takes, and explore the values it returns. Through hands-on examples, you'll gain a solid understanding of how to effectively work with the `toString()` method in your Java projects. [Java Long toString Exploration](https://labex.io/labs/117930)  ## 5. Counting Unicode Code Points in Char Array 🌐 Discover the power of the `codePointCount()` method, which is part of the `Character` class in Java. This method returns the total Unicode code point count of the sub-array of a specified `char` array. Learn how to use the `offset` and `count` parameters to control the range of characters you want to analyze. Enhance your understanding of Unicode handling in Java! [Counting Unicode Code Points in Char Array](https://labex.io/labs/117483)  Embark on this exciting journey of Java mastery with LabEx! 🎉 Each tutorial offers a unique opportunity to expand your programming skills and deepen your understanding of the Java language. Happy coding! 💻 --- ## Want to learn more? - 🌳 Learn the latest [Java Skill Trees](https://labex.io/skilltrees/java) - 📖 Read More [Java Tutorials](https://labex.io/tutorials/category/java) - 🚀 Practice thousands of programming labs on [LabEx](https://labex.io) Join our [Discord](https://discord.gg/J6k3u69nU6) or tweet us [@WeAreLabEx](https://twitter.com/WeAreLabEx) ! 😄

labby

ubat buasir di farmasi malaysia

Buasir: Satu Masalah Kesihatan yang Biasa Tetapi Perlu Diberi Perhatian Buasir, juga...

https://dev.to/denature1/ubat-buasir-di-farmasi-malaysia-10co

webdev, buasir

### Buasir: Satu Masalah Kesihatan yang Biasa Tetapi Perlu Diberi Perhatian  Buasir, juga dikenali sebagai hemoroid, adalah masalah kesihatan yang sering berlaku tetapi sering kali tidak mendapat perhatian yang mencukupi. Ia melibatkan pembengkakan pada saluran darah di dalam atau sekeliling dubur yang boleh menyebabkan ketidakselesaan yang teruk kepada individu yang terjejas. Walaupun buasir adalah masalah yang biasa, ia boleh memberi kesan yang serius kepada kualiti hidup seseorang jika tidak diberi penjagaan yang sewajarnya. #### Apakah Buasir? Buasir berlaku apabila pembuluh darah di dalam dubur menjadi bengkak atau meradang. Ini boleh berlaku di bahagian luar dubur (hemoroid luar) atau di bahagian dalam (hemoroid dalam). Hemoroid luar biasanya boleh dirasai dengan sentuhan atau melihatnya, manakala hemoroid dalam terletak di dalam dubur dan mungkin tidak menimbulkan gejala yang jelas. #### Apakah Punca Buasir? Buasir boleh disebabkan oleh beberapa faktor, antaranya termasuk: 1. **Kegagalan Sistem Penghadaman:** Sembelit atau kerapnya mengalami cirit-birit boleh menyebabkan tekanan tambahan pada saluran darah di dubur. 2. **Faktor Genetik:** Kelemahan pada dinding saluran darah juga boleh menjadi faktor keturunan yang menyumbang kepada pembentukan buasir. 3. **Gaya Hidup dan Diet:** Diet yang kurang serat dan kurang aktiviti fizikal boleh menyebabkan sembelit, yang pada gilirannya meningkatkan risiko buasir. #### Gejala Buasir Gejala buasir boleh bervariasi bergantung kepada jenis dan tahap keparahan, tetapi beberapa gejala yang umum termasuk: - **Rasa tidak selesa, sakit atau gatal di kawasan dubur** - **Perdarahan semasa membuang air besar** - **Pembengkakan atau benjolan di sekeliling dubur** #### Rawatan dan Pencegahan Rawatan buasir bergantung kepada keparahan masalah: - **Pengubahsuaian gaya hidup:** Termasuk penambahbaikan diet dengan serat yang mencukupi, minum air yang mencukupi, dan senaman fizikal yang teratur. - **Ubatan:** Krim, supositori, atau ubat lisan boleh membantu meredakan gejala seperti gatal-gatal dan kesakitan. - **Rawatan Pembedahan:** Untuk kes-kes yang teruk atau tidak merespon kepada rawatan konservatif, prosedur pembedahan mungkin diperlukan. #### Kesimpulannya Buasir adalah masalah kesihatan yang wajar tetapi sering kali diabaikan. Dengan kesedaran yang betul, kebanyakan kes buasir boleh diurus dengan berkesan menggunakan kaedah rawatan konservatif seperti ubatan dan perubahan gaya hidup. Penting untuk tidak mengabaikan gejala awal dan mendapatkan rawatan secepat mungkin untuk mencegah masalah menjadi lebih serius. Dengan pendekatan yang betul, kebanyakan individu boleh mengurangkan kesan buasir terhadap kehidupan harian mereka dan mengekalkan kualiti hidup yang baik.

denature1

A Very Quick Quick Way to Test Your Website In Your Mobile Phone

Very often, you might have come across a thought of testing your web page in development instead of...

https://dev.to/nissshx/a-very-quick-quick-way-to-test-your-website-in-your-mobile-phone-10ok

Very often, you might have come across a thought of testing your web page in development instead of resizing your web browser on PC while working on responsiveness. How will you fee if I tell you there’s an easy way to do this , without any plugin. All you need is a VS Code and a smartphone device(iOS/android). Neat requirements, isn’t it. Ensure that both your development device with Visual Studio Code and your mobile device are in the same network(very important). Even the steps are shorts. Let me brief : i) Installing Live Server Extension on Visual Studio Code. ii) Go to your project directory. Open you integrated terminal in VS Code and enter the command ‘ipconfig’ . Note your IPV4 adress. In my case, it’s 192.168.1.8. iii) Now , snap the ‘Go Live’ on the right hand corner of the screen. Your local development server will be live on your local machine . In my case , my project is live at my localhost:5500 port. This is all I need. v) And the final step. Open any modern web browser in your smartphone.Go to the address: x:y where , replace: x with IPV4 adress and y with port number. In my case , it’s : 192.168.1.8:5500 You will see your web page live. You might get an error as “Connection Refused”. A simple way to solve this is to unblock your port (5500, in my case) via Firewall. CONCLUSION: Additionally, you can do this with any web browser supported device, be it a smartphone, PC or tablet. This method has been tested by me only with frontend projects.I am yet to test it wit frameworks and backends like SQL. Your checks and comments on this is really appreciated. I will update on this topic soon. Till then, you are welcome to try it and update me (fixes if any) . THANK YOU !

nissshx

Boostaro Chemist Warehouse Review BOOST YOUR SEX LIFE?

Boostaro Chemist Warehouse Review : Does It Improve Sexual Performance? In the high speed and...

https://dev.to/shree377/boostaro-chemist-warehouse-review-boost-your-sex-life-9fk

webdev, react

Boostaro Chemist Warehouse Review : Does It Improve Sexual Performance? In the high speed and steadily developing scene of computerized promoting, remaining on the ball isn't simply a benefit; it's a need. With the appearance of trend setting innovations and creative arrangements, advertisers are continually looking for apparatuses that can smooth out their cycles, upgrade their range, and streamline their missions. One such pivotal apparatus that has been causing disturbances in the advertising robotization area is Boostero. In this article, we will dive profound into the universe of Boostero, investigating its elements, benefits, and the groundbreaking effect it has on advertising techniques. https://www.facebook.com/BoostaroChemistWarehouse/ https://sites.google.com/view/boostarochemistwarehousereview/home https://sites.google.com/view/boostaro-chemist-warehouse-rev/home https://groups.google.com/u/0/g/boostaro-chemist-warehouse-review/c/VUMztivPbCw https://groups.google.com/u/0/g/boostaro-chemist-warehouse-review/c/XDNQnDKgIzM https://medium.com/@kismisrajput757/boostaro-chemist-warehouse-review-is-it-safe-effective-2e2550df7e47 https://medium.com/@kismisrajput757/boostaro-chemist-warehouse-review-boost-your-sex-life-510cfddb3f06 https://rani-verma.clubeo.com/calendar/2024/07/04/boostaro-chemist-warehouse-review-does-it-improve-sexual-performance? https://rani-verma.clubeo.com/calendar/2024/07/04/boostaro-chemist-warehouse-review-price-benefits-work-buy? https://manifold.eku.edu/groups/17906f29-c01d-4773-a2bc-f13483e8bc47 https://manifold.eku.edu/groups/150adce6-1adb-4a7a-875d-83fc2cae794c https://www.facebook.com/profile.php?id=61561469801530 https://sites.google.com/view/renewcalm-cbd-gummies-reviews/home https://sites.google.com/view/renewcalmcbd-gummies-reviews/home https://groups.google.com/u/0/g/renew-calm-cbd-gummies-/c/r5V3VObbfTA https://groups.google.com/u/0/g/renew-calm-cbd-gummies-/c/r5d9yQ4Jwvs https://medium.com/@priyasinghs6062/renew-calm-cbd-gummies-reviews-scam-or-legit-68bef49890aa https://medium.com/@priyasinghs6062/renew-calm-cbd-gummies-reviews-is-it-safe-effective-2719533076ff https://ayanshi.clubeo.com/calendar/2024/07/01/renew-calm-cbd-gummies-reviews-scam-or-legit-1? https://ayanshi.clubeo.com/calendar/2024/07/01/renew-calm-cbd-gummies-reviews-is-cbd-gummies-a-scam? https://manifold.eku.edu/groups/011b070c-0d29-4552-9172-27b6994b6906 https://manifold.eku.edu/groups/b4a0e2c2-cc65-41e6-81a6-3b7d72334549 https://sites.google.com/view/boostaro-para-que-sirve/home https://sites.google.com/view/boostaro-para-que-sirve-/home https://groups.google.com/g/boostaro-para-que-sirve-/c/Mk0GJm5RurU https://groups.google.com/g/boostaro-para-que-sirve-/c/g7gwmYybi68 https://medium.com/@priyasinghs6062/boostaro-para-que-sirve-boost-your-sex-life-426365795980 https://medium.com/@priyasinghs6062/boostaro-para-que-sirve-are-they-really-worth-buying-in-2024-b2245eaf28d6 https://ayanshi.clubeo.com/calendar/2024/06/25/boostaro-para-que-sirve-real-benefits-or-side-effects? https://ayanshi.clubeo.com/calendar/2024/06/25/boostaro-para-que-sirve-is-real-or-not? https://sites.google.com/view/boostero/home https://sites.google.com/view/boosteromaleenhancement/home https://groups.google.com/g/boostero-/c/a_mfEeDu2SI https://groups.google.com/g/boostero-/c/-FuMsH0hwow https://medium.com/@priyasinghs6062/boostero-is-it-safe-effective-b0fff776ca05 https://medium.com/@priyasinghs6062/boostero-real-benefits-or-side-effects-536a5ea26401 https://ayanshi.clubeo.com/calendar/2024/06/25/boostero-review-2023-pros-cons-scam-or-legit?_ https://ayanshi.clubeo.com/calendar/2024/06/25/boostero-review-does-it-really-work?

shree377

React 19 Actions - Simplifying form submission and loading states

React 19 introduces Actions, which are asynchronous functions. Actions are helpful in making form...

https://dev.to/shrutikapoor08/react-19-actions-simplifying-form-submission-and-loading-states-2idc

react, webdev, javascript, programming

React 19 introduces Actions, which are asynchronous functions. Actions are helpful in making form submissions easier. This blog post dives into what Actions are and how to use them. In this blog post, we are going to learn about: 1. The new React 19 feature - Actions 1. The new React 19 hooks - useActionState and useFormStatus 1. Converting a React 18 form to a React 19 form ## Feature: React Actions To understand Actions, let's first take a look at how we manage forms today. In React 18 and earlier, we submit forms using the `handleSubmit` function in a button. Here's a simple form that has one input field `name`: ```jsx // Form submission in React 18 console.info('React 18 form'); const [name, setName] = useState(''); const [isPending, setIsPending] = useState(false); const handleChange = (event) => { setName(event.target.value); }; const handleSubmit = (event) => { event.preventDefault(); setIsPending(true); setTimeout(() => { // call API setIsPending(false); }, 500); }; return ( <form> <input type="text" name="name" onChange={handleChange} /> {isPending ? <p>Loading...</p> : <p>Hello in React 18, {name}</p>} <button onClick={handleSubmit} disabled={isPending}> Update </button> </form> ); ``` In this code, we are doing the following: 1. Adding a Loading State: We use a variable isPending to manually keep track of the loading state. 1. Form Submission: The form is submitted using the handleSubmit event handler attached to the onClick event of the button. 1. Capturing Submitted Value: The handleChange function captures the submitted value and stores it in state variables. ## Actions With React 19, handling forms becomes easier with Actions, inspired by frameworks such as Remix. One key feature is the enhanced use of startTransition to manage pending states. startTransition was introduced in React 18, allowing developers to mark certain updates as less urgent. In React 19, startTransition can now handle async functions, making it even more powerful for managing asynchronous tasks and improving the user experience during form submissions. ```js const [isPending, startTransition] = useTransition(); const handleSubmit = () => { startTransition(async () => { const error = await updateName(name); if (error) { setError(error); return; } redirect('/path'); }); }; ``` This async function inside `startTransition` is called Action. What makes them cool is that actions can be used directly to submit forms like so - ```html <form action="{actionFn}">...</form> ``` This format may look familiar if you are experienced with PHP. ## How to create an action? To create an async function, we can use a new hook introduced in React 19 - `useActionState`. We call this hook and pass in an action function and an initial state. This hook returns the updated state and a form action `actionFn`, which can be used to wire up a form. ```js const [state, actionFn] = useActionState(submitAction, { name: '' }); ``` Now with this wired up with the form, we have - ```jsx <form action={actionFn}> <input type="text" name="name" /> <button type="submit" disabled="{pending}"> Update </button> </form> ``` To add a loading state, we can use a new hook introduced in React 19 called `useFormStatus`. ```js const { pending, data, method, action } = useFormStatus(); ``` This hook provides information on the status of the form. The `pending` state indicates whether the form is being submitted, and `data` is a `FormData` object containing the submitted data. We use this pending state to show a loader. However, there is one caveat - this hook can only be used in a child component, not in the form itself. So, we have to create child components SubmitButton and Loader to retrieve `pending` state: ```js function Loader() { const { pending } = useFormStatus(); return <div>{pending && "Loading..."}</div>; } function SubmitButton() { const { pending } = useFormStatus(); return ( <button type="submit" disabled={pending}> Update </button> ); } .... return( <form action={formAction}> <input type="text" name="name" /> <Loader /> <SubmitButton /> </form> ) ``` We can also capture useful information about the data submitted to the form by retrieving it from the state returned from `useActionState`. ```js const [state, formAction] = useActionState(submitAction, { name: '' }); ``` So here's the final form - ```jsx function Loader() { const { pending } = useFormStatus(); return <div>{pending && 'Loading...'}</div>; } function SubmitButton() { const { pending } = useFormStatus(); return ( <button type="submit" disabled={pending}> Update </button> ); } function Name({ name }) { return <p>Hello in 19 {name}</p>; } function App() { console.info('React 19 form'); const [state, formAction] = useActionState(submitAction, { name: '' }); return ( <form action={formAction}> <input type="text" name="name" /> <Loader /> <SubmitButton /> <Name name={state?.name} /> </form> ); } ``` Compare this with React 18 form at the top of this post to check the difference. ## Conclusion By utilizing actions along with hooks like `useActionState` and `useFormStatus`, we can easily manage form states, capture submitted data, and provide responsive feedback to users during form submissions to show pending states. I am excited for this improved experience of handling forms in React 19, and I look forward to removing unnecessary `handleSubmits`, `useState`s and `pending` state. In my next blog post, I will discuss an exciting new React feature - the React Compiler. This tool automatically memoizes, eliminating the need for useMemo and useCallback. Stay updated and get it directly in your inbox by [joining my newsletter](https://shrutikapoor.substack.com/).

shrutikapoor08

High-Performance Storage Solution for PostgreSQL in Virtual Environments with XIRAID Engine and Kioxia PCIe5 Drives

Objectives PostgreSQL is a highly popular open-source database due to its rich feature...

https://dev.to/pltnvs/high-performance-storage-solution-for-postgresql-in-virtual-environments-with-xiraid-engine-and-kioxia-pcie5-drives-fo6

postgres, postgressql, database, datastorage

### **Objectives** PostgreSQL is a highly popular open-source database due to its rich feature set, robust performance, and flexible data handling. It is used everywhere from small websites to large-scale enterprise applications, attracting users with its object-relational capabilities, advanced indexing, and strong security. However, to truly unleash its potential, PostgreSQL demands fast storage. Its transactional nature and ability to handle large datasets require low latency and high throughput. This is why pairing PostgreSQL with fast storage solutions is crucial for optimizing performance, minimizing downtime, and ensuring seamless data access for demanding workloads. For flexibility, scalability and cost optimization, it is preferrable to run PostgreSQL on Virtual Machines, especially in development and testing environments. But sometimes, Virtualization introduces an abstraction layer that can lead to performance overhead compared to running directly on bare metal. On the other hand, using just bare metal leads to non-optimal usage of the CPU and storage resources, because one application typically doesn’t fully utilize the bare metal server performance. In this document, we’ll look at the optimal way to provide high performance to PostgreSQL in a virtualized environment. With this goal, we are comparing the performance of vHOST Kernel Target with Mdadm against SPDK vhost-blk target protected by Xinnor’s xiRAID Opus. Mdadm, which stands for "Multiple Devices Administration", is a software tool used in Linux systems to manage software RAID (Redundant Array of Independent Disks) configurations. Unlike hardware RAID controllers, mdadm relies on the computer's CPU and software to achieve data redundancy and performance improvements across multiple physical disks. XiRAID Opus (Optimized Performance in User Space) is a high-performance software RAID engine based on the SPDK libraries, designed specifically for NVMe storage devices. We are focusing the benchmark on software RAID, as hardware RAID has only 16 PCIe lanes, meaning that by the design the performance is limited to the one of maximum 4 NVMe drives per controller, which is not sufficient for PostgreSQL applications. As testing tool, we employed the pgbench utility and conducted tests on all three built-in scripts: tpcb-like, simple-update, and select-only. The script details are provided in Appendix 2. ### **Test Setup** #### Hardware Configuration: - ***Motherboard***: Supermicro H13DSH - **CPU**: Dual AMD EPYC 9534 64-Core Processors - **Memory**: 773,672 MB - **Drives**: 10xKIOXIA KCMYXVUG3T20 #### Software Configuration: - **OS**: Ubuntu 22.04.3 LTS - **Kernel**: Version 5.15.0-91-generic - **xiRAID Opus**: Version xnr-1077 - **QEMU Emulator**: Version 6.2.0 #### RAID Configuration: Two RAID groups (4+1 configuration) were created utilizing drives on 2 independent NUMA nodes. The stripe size was set to 64K. A full RAID initialization was conducted prior to benchmarking. Each RAID group was divided into 7 segments, with each segment being allocated to a virtual machine via a dedicated vhost controller. #### Summary of Resources Allocated: - **RAID Groups**: 2 - **Volumes**: 14 - **vhost Controllers**: 14 - **VMs**: 14, with each using segmented RAID volumes as storage devices.  > _Distribution of virtual machines, vhost controllers, RAID groups and NVMe drives_ During the creation of mdraid, volumes, and vhost targets, assignment to specific CPU cores was not conducted because not supported. Nevertheless, virtual machines continued to operate on specific cores.  > _xiRAID. Placement of the array and VMs on cores_ With xiRAID it is possible to assign the RAID engine to specific cores. In this example we are using 8 cores for any NUMA node. Such placement allows to separate infrastructure and database workload, and to isolate VM loads from each other. This feature is not available on MDRAID, so the application must share the core resources with the RAID engine.  > _mdraid. Placement of the array and VMs on cores_ ### Virtual Machine Configuration **CPU Allocation**: 8 -cpu host -smp 8 **QEMU Memory Configuration**: **Memory Allocation**: Each VM is provisioned with 32 GB of RAM via Hugepages. Memory is pre-allocated and bound to the same NUMA node as the allocated vCPUs to ensure efficient CPU-memory interaction. ``` -m 32G -object memory-backend-file,id=mem,size=32G,mem-path=/dev/hugepages, share=on,prealloc=yes,host-nodes=0,policy=bind ``` **Operating System**: VMs run Debian GNU/Linux 12 (Bookworm) **PostgreSQL Version**: 15 **PostgreSQL Configuration** ``` apt-get install postgresql-15 // installing PostgreSQL 15 cd /etc/postgresql/15/main/ sed -i 's|/var/lib/postgresql/15/main|/test/postgresql/15/main|g' postgresql.conf // configuring the folder for the data sed -i -e "s/^#\?\s*listen_addresses\s*[=]\s*[^\t#]*/listen_addresses = '127.0.0.1'/" postgresql.conf sed -i -e "/^max_connections/s/[= ][^\t#]*/ = '300'/" postgresql.conf // increasing the number of connections up to 300 apt-get install xfsprogs mkdir /test mkfs.xfs /dev/vda -f mount /dev/vda /test -o discard,noatime,largeio,inode64,swalloc,allocsize=64M -t xfs cp -rp /var/lib/postgresql /test/ service postgresql restart ``` Configuring the folder for the data: ``` sudo -u postgres createdb test sudo -u postgres pgbench -i -s 50000 test ``` We created and initialized the database for testing purposes. It is important to choose the scaling correctly, so that all data does not fit into the RAM. ### Testing We conducted tests while varying the number of clients and reported in this document only those where we achieved the maximum stable results. To adjust the number of clients, we selected the following values for the parameter -c (number of clients simulated, equal to the number of concurrent database sessions): 10, 20, 50, 100, 200, 500, 1000. For all script types, we reached a plateau at 100 clients. As best practice, we fixed the parameter -j (number of worker threads within pgbench*) equal to the number of VM cores. * Using more than one thread can be helpful on multi-CPU machines. Clients are distributed as evenly as possible among available threads. The tests appear as follows: ``` sudo -u postgres pgbench -j 8 -c 100 -b select-only -T 200 test sudo -u postgres pgbench -j 8 -c 100 -b simple-update -T 200 test sudo -u postgres pgbench -j 8 -c 100 -T 200 test ``` We conducted the test three times and recorded the average results across all virtual machines. Additionally, we performed select-only tests in degraded mode, as this script generates the maximum load on reading, enabling an assessment of the maximum impact on the database performance. During the test, we monitored the array performance using the iostat utility. The total server performance comprises the sum of the performance of all machines (14 for xiRAID Opus and 16 for mdraid). #### Select-only Test Results  #### Select-only Test Results, Degraded Mode  #### Simple-update Test Results  #### TPC-B-like Test Results  ### **Conclusion** 1. In select-only, with all the drives in the RAID operating properly, xiRAID Opus provides 30-40% better transaction per second than mdraid. Mdraid is nearing its maximum capabilities, and further scaling (by increasing the number of cores for virtual machines) would become challenging. This is not the case for xiRAID. The main reason for such a difference is the fact that xiRAID Opus enables the vhost target to run on a separate CCD. When comparing different protection schemes, we cannot stop at measuring performance in normal operation. Indeed, RAID protection is needed to prevent data loss in case of one or more drives failure. In this situation (degraded mode), maintaining high performance is critical to avoid downtime to the database users. When comparing performance in degraded mode, mdraid experiences a significant drop in performance, leading to over 20X times slower performance than xiRAID. In other terms, with MDRAID, users will be waiting for their data and this situation can lead to business losses (think about an online travel agency or a trading company). 2. When it comes to writing data to the database, each write of small blocks generates RAID calculations. In this situation, mdraid's performance is six times worse than xiRAID Opus. 3. The TPC-B Like script is more complex than the simple update and consumes more CPU resources, which again slows down mdraid on write operations. In this case, xiRAID outpaces mdraid by five times. 4. In conclusion, xiRAID provides great and stable performance to multiple VMs. This means that applications will be able to get access to their data without any delay, even in case of drive failures or extensive write operations. Furthermore, the scalability of xiRAID on VMs allows the system admin to consolidate the number of servers needed for large/multiple Database deployments. This benefit oversimplifies the storage infrastructure while providing great cost saving. Thank you for reading! If you have any questions or thoughts about this high-performance storage solution for PostgreSQL, please leave them in the comments below. I'd love to hear your feedback and discuss how this setup could benefit your projects! ### Appendix 1. mdraid Configuration ``` md0 : active raid5 nvme40n2[5] nvme45n2[3] nvme36n2[2] nvme46n2[1] nvme35n2[0] 12501939456 blocks super 1.2 level 5, 64k chunk, algorithm 2 [5/5] [UUUUU] ``` ``` Bitmaps disabled cat /sys/block/md0/md/group_thread_cnt 16 Vhost target ```  #### Example Code for Launching VMs ``` taskset -a -c $CPU qemu-system-x86_64 -enable-kvm -smp 8 -cpu host -m 32G -drive file=$DISK_FILE,format=qcow2 --nographic \ -device vhost-scsi-pci,wwpn=naa.5001405dc22c8c4e,bus=pci.0,addr=0x5 ``` Original article can be found [here](https://xinnor.io/blog/high-performance-storage-solution-for-postgresql-database-in-virtual-environment-boosted-by-xiraid-engine-and-kioxia-pcie5-drives/)

pltnvs

Pipeline Concept

The definition that is easiest to understand from the author is several processes that run...

https://dev.to/sukmarizki04/pipeline-concept-4a1c

go, godev, webdev

The definition that is easiest to understand from the author is several processes that run concurrently, each of which is part of a series of process stages that are related to each other. The analogy is like this: imagine a process flow for routine database autobackups, where there are many databases to be backed up. For the backup itself we use the go program, not a shell script. Perhaps in outline a series of process stages that will be carried out are as follows. 1. We need a data list of all databases that must be backed up, along with their access addresses and credentials. 2. We run the backup process, either sequentially (after db1, finish, continue db2, continue db3, etc.), or in parallel (db1, db2, db3, etc. backup processes and others are run simultaneously). 3. In each database backup process, several processes are carried out A. Perform a dump operation on the database, the output is in the form of many files saved to a folder. B. The dump files are then archived in .zip or .tar .gz format (for example) C. The archive file is sent to a backup server for example AWS S3. If you pay attention to the case above, it might be better in terms of performance if the backup process for many databases is done in parallel. and to this the author agrees. And it would be even better if the processes for each database backup process, A, B and C, were run concurrently, by making the three processes (A, B, C) a concurrent process, then the I/O would be more efficient. Later, between processes A, B and C, the execution will remain sequential (because it must run sequentially. It is not permissible if, for example, B is executed first and then A); However, the goroutine which will be responsible for the execution of process A is complete. we can continue with execution B (which is the next stage of process A) plus execution of other processes (another database); in parallel. So the goroutine that handles A doesn't become idle. Please pay attention to the following visualization. The column is a representation of goroutines that run simultaneously. But because the three goroutines are a series of processes, the processes are always sequential, while the rows represent a sequence.  In Go, generally the process in the form of a goroutine that is executed is concurrent, but in flow it must be sequential, it is called a pipeline, so for the moment let's just assume that pipeline A is a goroutine for process A, pipeline B is goroutine B and so on. To make it easier to understand the table, please follow the sequential explanation: 1. Sequence 1: Pipeline A will perform a dump process from db1. at the same time, pipelines B and C are Idle. 2.Sequence2: the db1 dumy process has been completed, then proceed to the next stage, namely the achive db1 data dump process carried out by pipeline B. and at the same time, pipeline A carries out the db2 dump process. Pipeline C is still idle. 3. Sequence 3: pipeline A is running the db3 dump process. At the same time, pipeline B has not yet run the db2 achiving process which has been dumped because archiving db1 is still not finished. The pipeline is still idle. 4. Sequence 4: the db1 archiving process is complete, then proceed to the next stage, namely sending the archive to the backup server, the process of which is handled by pipeline C. At the same time, pipeline B starts to run db2 data dump archiving and pipeline A dumping 5. ... and so on. In this example we assume that pipeline A has only one goroutine, pipeline B also has one goroutine, and so does pipeline C. But actually in real world implementation there can be many goroutines for each pipeline (many goroutines for pipeline A, many goroutines for pipeline B , many goroutines for pipeline C). I hope that my writing can explain. Even if it is not clear, the internet is open with LAN sources.

sukmarizki04

Top Benefits of Professional Mailing Services for Your Business

In today’s fast-paced business world, efficient communication and delivery systems are crucial for...

https://dev.to/chuck_jade_c0328410a4e220/top-benefits-of-professional-mailing-services-for-your-business-1f00

mailing

In today’s fast-paced business world, efficient communication and delivery systems are crucial for success. One key aspect that can significantly streamline operations is professional mailing services. Whether you run a small startup or a large corporation, incorporating these services into your business model can offer numerous advantages. Here, we delve into the top benefits of using professional [mailing services](https://packituptoday.com/), including those offered by renowned providers like UPS shipping services. **1. Cost Efficiency** Professional mailing services can lead to substantial cost savings for your business. By outsourcing your mailing needs, you can avoid the expenses associated with maintaining an in-house mailing department, such as staffing, equipment, and supplies. Companies like UPS offer competitive rates and bulk shipping discounts, allowing you to save even more on large volume shipments. **2. Time Savings** Managing mailing tasks in-house can be time-consuming, diverting attention from core business activities. Professional mailing services handle everything from sorting and packaging to delivery, freeing up valuable time for your staff to focus on more critical tasks. This efficiency boost can lead to increased productivity and overall business growth. **3. Reliability and Accuracy** Professional mailing services ensure that your packages and documents are handled with care and precision. With advanced tracking systems and reliable delivery schedules, services like UPS shipping services minimize the risk of lost or delayed mail. This reliability is particularly important for businesses that rely on timely deliveries to maintain customer satisfaction and operational efficiency. **4. Enhanced Security** When it comes to sensitive documents or valuable items, security is paramount. Professional mailing services offer enhanced security measures, including tamper-evident packaging and secure handling protocols. UPS, for example, provides tracking and insurance options that add an extra layer of protection for your shipments, giving you peace of mind that your items are safe. **5. Scalability** As your business grows, your mailing needs will likely increase. Professional mailing services are easily scalable, allowing you to adjust your service level according to your changing requirements. Whether you need to send a few packages or thousands, providers like UPS shipping services can accommodate your needs without compromising on quality or efficiency. **6. Access to Expertise** Professional mailing services bring a wealth of expertise to the table. With years of experience in the industry, these providers can offer valuable insights and solutions tailored to your specific needs. Their knowledge of shipping regulations, international customs, and best practices can help you navigate complex mailing challenges and avoid potential pitfalls. **7. Improved Customer Experience** A reliable mailing service contributes to a positive customer experience. Timely and accurate deliveries enhance customer satisfaction and build trust in your brand. By partnering with reputable providers like UPS, you ensure that your customers receive their orders promptly and in perfect condition, leading to repeat business and positive reviews. **8. Environmental Benefits** Many professional mailing services are committed to sustainability. Companies like UPS have implemented eco-friendly initiatives, such as carbon-neutral shipping options and efficient logistics planning, to reduce their environmental impact. By choosing a provider that prioritizes sustainability, you can contribute to environmental conservation and appeal to eco-conscious customers. **9. Flexibility and Convenience** Professional mailing services offer a range of options to suit your specific needs. From same-day delivery to international shipping, providers like UPS offer flexible solutions that cater to various business requirements. Additionally, many services provide convenient online tools for tracking, scheduling, and managing shipments, making the entire process seamless and user-friendly. ## Conclusion Incorporating professional mailing services into your business strategy can provide numerous benefits, from cost savings and increased efficiency to enhanced security and customer satisfaction. Providers like [UPS shipping services](https://packituptoday.com/pack-ship/ups-shipping/) offer reliable and scalable solutions that can adapt to your business's evolving needs. By leveraging these services, you can streamline your operations, improve your bottom line, and focus on what truly matters – growing your business.

chuck_jade_c0328410a4e220

背水一战bèi shuǐ yī zhàn

Sure, here's a story about "fighting against the odds" in English: In the midst of an intense...

https://dev.to/chinavirtualtravel/bei-shui-zhan-bei-shui-yi-zhan-1cnf

Sure, here's a story about "fighting against the odds" in English: In the midst of an intense battle, outnumbered and with their backs against the wall, General Zhang rallied his troops. They were surrounded on all sides by enemy forces, their supplies dwindling, and their hope fading. But General Zhang, a seasoned commander known for his strategic brilliance and unwavering courage, saw an opportunity amidst the chaos. With a fierce determination, he addressed his soldiers, "Today, we face our greatest challenge. They outnumber us, but we have something they don't: the will to fight for our land, our homes, and our freedom. This is our moment to show what we're made of!" The soldiers, weary but inspired by their leader's words, readied themselves for what would become known as the Battle of Red Cliff. Despite being vastly outnumbered, they fought with a tenacity born out of desperation and a fierce desire to protect all they held dear. As the battle raged on, General Zhang's strategic brilliance became evident. He exploited weaknesses in the enemy's formation, launching precise counterattacks that kept their larger forces off balance. Inch by inch, they regained ground, turning the tide against all odds. In the end, the Battle of Red Cliff became a testament to the power of determination and strategic thinking in the face of overwhelming adversity. General Zhang and his troops, through their courage and resilience, not only defended their territory but also inspired future generations with their tale of valor in the face of seemingly insurmountable odds. You can read more Chinese idiom on [ChinaVirtualTravel](http://www.chinavirtualtravel.top/)

chinavirtualtravel

The Guide to Retail Metaverse Use Cases in 2024

The Metaverse is transforming the retail landscape, offering unprecedented opportunities for...

https://dev.to/javeriamehmod/the-guide-to-retail-metaverse-use-cases-in-2024-5eoj

metaverse

<p>The Metaverse is transforming the retail landscape, offering unprecedented opportunities for businesses to engage customers in immersive virtual environments. As we move into 2024, understanding the potential of Metaverse retail and its practical applications can give your business a competitive edge. This guide explores the innovative <a href="https://exarta.com/"><strong>Retail</strong> <strong>Metaverse use cases</strong></a> of the in retail, examining both the benefits and challenges of integrating this technology into your strategy.</p> <h2><strong>What is the Metaverse?</strong></h2> <p>The Metaverse is a collective virtual shared space, created by the convergence of virtually enhanced physical reality and physically persistent virtual reality. In simpler terms, it&rsquo;s a digital universe where people can interact, work, play, and shop in a fully immersive environment. For retail, this means creating virtual stores, hosting virtual events, and offering personalized shopping experiences that go beyond the limitations of physical space.</p> <h2><strong>The Rise of Metaverse Retail</strong></h2> <p>Metaverse retail is rapidly gaining traction as brands recognize the potential of creating unique and engaging customer experiences. This trend is driven by several factors:</p> <ul> <li aria-level="1"><strong>Technological Advancements</strong>: Improvements in VR (Virtual Reality) and AR (Augmented Reality) technologies make it easier for businesses to create immersive experiences.</li> <li aria-level="1"><strong>Consumer Behavior</strong>: Increasingly, consumers are seeking novel experiences and convenience, which the Metaverse can provide.</li> <li aria-level="1"><strong>Competitive Advantage</strong>: Early adopters of Metaverse technology can differentiate themselves in a crowded market.</li> </ul> <h2><strong>Use Cases of Metaverse Retail</strong></h2> <h3><strong>1. Virtual Stores</strong></h3> <p>Creating a <a href="https://exarta.com/blogs/6-ways-the-exarta-metaverse-will-revamp-retail-exarta/"><strong>metaverse store</strong></a> allows retailers to offer a highly engaging and interactive shopping experience. Customers can explore virtual aisles, interact with products, and even speak with virtual sales assistants. This not only enhances the shopping experience but also provides valuable data on customer preferences and behaviors.</p> <p><strong>Example</strong>: A fashion retailer can create a virtual boutique where customers can try on clothes using their avatars. This immersive experience can lead to higher engagement and conversion rates.</p> <h3><strong>2. Virtual Showrooms</strong></h3> <p>For high-value or complex products, virtual showrooms can provide an in-depth look at the features and benefits of the product. Customers can interact with the product in a way that is not possible in a traditional online store.</p> <p><strong>Example</strong>: An automobile manufacturer can create a virtual showroom where potential buyers can explore different car models, customize features, and take virtual test drives.</p> <h3><strong>3. Virtual Events and Launches</strong></h3> <p>Hosting virtual events in the Metaverse can reach a global audience without the logistical challenges of physical events. Brands can launch new products, host fashion shows, or create interactive experiences that drive engagement.</p> <p><strong>Example</strong>: A tech company can host a virtual launch event for a new gadget, allowing attendees from around the world to experience the product firsthand in a virtual setting.</p> <h3><strong>4. Personalized Shopping Experiences</strong></h3> <p>The Metaverse allows for a high degree of personalization. Retailers can create customized shopping experiences based on individual preferences, past behaviors, and real-time interactions.</p> <p><strong>Example</strong>: A beauty brand can offer personalized skincare consultations in a virtual environment, where customers receive tailored recommendations and try products virtually.</p> <h3><strong>5. Gamification</strong></h3> <p>Incorporating gamification elements into the retail experience can increase engagement and drive sales. Virtual scavenger hunts, reward programs, and interactive games can make shopping fun and engaging.</p> <p><strong>Example</strong>: A toy store can create a virtual treasure hunt where children (and adults) search for hidden items throughout the store, earning rewards and discounts.</p> <h2><strong>Pros and Cons of Metaverse Retail</strong></h2> <p>Here are some <a href="https://exarta.com/blogs/the-metaverse-pros-and-cons-exarta/"><strong>Pros and Cons of Metaverse</strong></a> are given that can be very helpful for your business</p> <h3><strong>Pros</strong></h3> <ol> <li aria-level="1"><strong>Enhanced Customer Engagement</strong>: The immersive nature of the Metaverse can significantly increase customer engagement and loyalty.</li> <li aria-level="1"><strong>Global Reach</strong>: Virtual stores and events can reach a global audience, breaking down geographical barriers.</li> <li aria-level="1"><strong>Innovative Branding</strong>: Brands can differentiate themselves by offering unique and memorable experiences.</li> <li aria-level="1"><strong>Data Insights</strong>: Virtual environments provide rich data on customer interactions and preferences, allowing for more effective marketing strategies.</li> <li aria-level="1"><strong>Cost Efficiency</strong>: While initial setup costs can be high, virtual environments can reduce long-term costs associated with physical stores and events.</li> </ol> <h3><strong>Cons</strong></h3> <ol> <li aria-level="1"><strong>High Initial Investment</strong>: Developing and maintaining a presence in the Metaverse can require significant upfront investment.</li> <li aria-level="1"><strong>Technical Challenges</strong>: Ensuring a seamless and high-quality virtual experience can be technically challenging.</li> <li aria-level="1"><strong>User Accessibility</strong>: Not all consumers have access to the technology required to participate in the Metaverse.</li> <li aria-level="1"><strong>Security Concerns</strong>: Protecting customer data and ensuring secure transactions in a virtual environment is critical.</li> <li aria-level="1"><strong>Learning Curve</strong>: Both businesses and consumers may face a learning curve in adapting to Metaverse technology.</li> </ol> <h2><strong>Steps to Enter the Metaverse Retail Space</strong></h2> <ol> <li aria-level="1"><strong>Define Your Goals</strong>: Determine what you aim to achieve with your Metaverse presence. Are you looking to enhance customer engagement, increase sales, or build brand awareness?</li> <li aria-level="1"><strong>Choose the Right Platform</strong>: Select a Metaverse platform that aligns with your goals and target audience. Popular platforms include Exarta Metaverse and Odyssey3d.</li> <li aria-level="1"><strong>Develop a Strategy</strong>: Create a detailed plan that outlines your <a href="https://exarta.com/services/"><strong>virtual store design</strong></a>, product offerings, marketing strategies, and customer engagement tactics.</li> <li aria-level="1"><strong>Invest in Technology</strong>: Ensure you have the necessary technology to create a high-quality virtual experience. This includes VR/AR equipment, 3D modeling software, and robust cybersecurity measures.</li> <li aria-level="1"><strong>Collaborate with Experts</strong>: Partner with Metaverse experts, developers, and designers to create a seamless and engaging virtual environment.</li> <li aria-level="1"><strong>Launch and Promote</strong>: Launch your Metaverse presence with a strong marketing campaign to drive awareness and traffic. Utilize social media, email marketing, and partnerships to promote your virtual store.</li> <li aria-level="1"><strong>Monitor and Optimize</strong>: Continuously monitor customer interactions and feedback. Use this data to make improvements and optimize the virtual experience.</li> </ol> <h2><strong>Future Trends in Metaverse Retail</strong></h2> <p>As Metaverse technology continues to evolve, several trends are likely to shape the future of retail:</p> <ol> <li aria-level="1"><strong>Increased Adoption of AI</strong>: Artificial Intelligence will play a significant role in personalizing shopping experiences and automating customer service in the Metaverse.</li> <li aria-level="1"><strong>Blockchain Integration</strong>: Blockchain technology can enhance security and transparency in virtual transactions.</li> <li aria-level="1"><strong>Virtual Real Estate</strong>: The demand for virtual real estate will grow, with brands investing in prime virtual locations for their stores.</li> <li aria-level="1"><strong>Hybrid Experiences</strong>: The line between physical and virtual retail will blur, with more hybrid experiences that combine both elements.</li> <li aria-level="1"><strong>Sustainability</strong>: Virtual environments can reduce the environmental impact of retail by minimizing the need for physical resources and logistics.</li> </ol> <h2><strong>Conclusion</strong></h2> <p>The retail Metaverse is set to revolutionize how we shop, offering immersive and personalized experiences that were previously unimaginable. By understanding the use cases and carefully planning your Metaverse strategy, your business can stay ahead of the curve and tap into this exciting new frontier. While there are challenges to overcome, the potential benefits of Metaverse retail make it a worthwhile investment for forward-thinking brands.</p> <p>Embrace the future of retail by exploring the possibilities of the Metaverse <strong><a href="https://dev.to/">technology</a></strong>. Whether it's creating a virtual store, hosting a virtual event, or offering personalized shopping experiences, the opportunities are endless. Start your journey into the Metaverse today and unlock new dimensions of customer engagement and growth.</p>

javeriamehmod

How Can The SEO Bird's Content Writing Services Transform Your Business?

Modern content is an effective way to attract visitors, raise their interest and increase the site’s...

https://dev.to/gillywork01/how-can-the-seo-birds-content-writing-services-transform-your-business-515i

 Modern content is an effective way to attract visitors, raise their interest and increase the site’s rank in search engines output. But how can you distinctly make certain that your content possesses the highly effective technique amongst the large amounts of data?. That is where The SEO Bird comes in, to provide you with a full package of [content writing services](https://theseobird.com/) for your business. Now, it’s time to see how The SEO Bird can benefit your business with its solutions focused on content. Tailored Content Writing Services The SEO Bird offers different content writing services depending on the customer’s requirement. From blog articles to web content or social media feeds, their talented writing team guarantees well-written pieces that are sure to draw the reader’s attention as well as appropriate SEO. This is a very effective way of presenting the content of your brand as it guarantees that all your brand’s communications are coherent. Professionality in the Article Writing Service An important service of The SEO Bird is that of article writing They engage and enlighten the reader. You need the best quality of the articles for creating your authority in the respective field and for achieving the organic traffic. The writers of the SEO Bird understand that the articles require adequate research to appeal to the intended audience. As they naturally incorporate relevant keywords into the text of the page, they assist in enhancing your site ranking on the search results page and increasing traffic. [Content Writing Services in USA](https://theseobird.com/) If you are a business or an organization thriving or planning to venture in the United States market, The SEO Bird has services in content writing in the United States of America. Being able to make content that your audience will understand and appreciate can only be achieved if you understand the local market and culture. The readers of SEO Bird have access to the team of professional authors, which is entirely focused on the audience from the USA, thus providing high results by taking into account the readers’ preferences and expectations. Comprehensive Content Writing Service Given that The SEO Bird is a full-service [content writing agency](https://theseobird.com/), they are involved in writing plans, development, editing, and publishing editorial content. Their [content writing service](https://theseobird.com/) covers all your needs so that you are sure all the content produced is to your business objectives and marketing plans. They are involved in the generation of content from start to end, thus cutting across business people a lot of time that could be used to manage other aspects of their business. Benefits of an SEO Content Writer Seo rules should be followed in creating any content because it increases the chances of your content to be viewed by users. The SEO Bird’s SEO content writer understands that good content is both appealing to the readers and compliant with the SEO standards. By conducting proper research of keywords and placing them in the proper places, they assist your content to gain better ranking with search engines thereby attracting more and more traffic to your website. Why Choose The SEO Bird as Your Content Writing Agency? Selecting the appropriate agency, which may work in content writing can help make a huge improvement to your online marketing strategies. More so, SEO Bird has dug itself a niche not only because it avails quality SEO services, but also because it readily displays its expertise in SEO, and its ability to attend to clients’ needs. Their professional writers collaborate with you to ensure they know more about your business and your target audience in order to create the right content for your business. Conclusion Thus, The SEO Bird provides all the Covered Content Writing Services needed for business improvement and better audience interaction. They have the expertise in article writing services, specialized [content writing services in USA](https://theseobird.com/) and they are well-focused on SEO, so they have everything you want for writing your material, which can change the world, in a very effective and optimized manner. Choose The SEO Bird to be your partner for success and see how your enterprise will skyrocket to even a greater level enabled by high-quality content that guarantees success.

gillywork01

ChatGPT for MSMEs: Automated, Efficient and Economic.

Introduction The advent of artificial intelligence (AI) and natural language processing...

https://dev.to/onesoltechnologies/chatgpt-for-msmes-automated-efficient-and-economic-2po

ai, chatgpt, aiconsultancy

## **Introduction** The advent of artificial intelligence (AI) and natural language processing (NLP) has opened new doors for micro, small, and medium enterprises (MSMEs). These enterprises are pivotal in driving economic growth and generating employment opportunities worldwide. This article delves into the transformative potential of ChatGPT, a robust language model, to empower MSMEs by enhancing their problem-solving capabilities. By harnessing the conversational abilities of ChatGPT, MSMEs can access a vast knowledge repository, gain valuable insights, and make informed decisions, fostering innovation, growth, and sustainability in their operations.  ## **The Role of MSMEs in Economic Development** MSMEs play a crucial role in the global economy. They contribute significantly to innovation, job creation, and overall economic growth. However, these enterprises often face substantial challenges, including resource constraints, limited access to advanced technology, and difficulties in problem-solving. The integration of AI technologies like ChatGPT can offer a solution to these challenges by revolutionizing how MSMEs approach and solve problems. ## **Integrating ChatGPT into MSMEs: A Comprehensive Framework** The integration of ChatGPT into MSME operations involves several critical steps: **Data Preparation:** Relevant data are gathered from internal sources such as customer databases, product information, and documentation. Preprocessing: The collected data are cleansed, organized, and prepared for analysis. **ChatGPT Knowledge Base Integration:** An internal knowledge base is developed using ChatGPT, which includes key data, FAQs, and procedural information. Employees interact with ChatGPT by asking natural language questions related to their tasks and information needs. **Automated Insights and Content Creation:** ChatGPT facilitates automated data analysis, allowing employees to derive insights by posing natural language questions. It aids in automating repetitive tasks, understanding workflow processes, and generating content, including report writing and documentation. **Enriched Customer Interaction - Multichannel Engagement:** ChatGPT's capabilities are extended to customer-facing platforms such as websites, social media, and messaging channels. It provides real-time customer support, addressing common queries promptly and escalating complex issues when necessary. **Continuous Enhancement and Oversight:** Regular monitoring of ChatGPT's performance in both internal processes and customer interactions is essential. This allows for necessary updates and improvements, ensuring the technology continues to meet the evolving needs of the MSME. ## **Methodology** The study's methodology is designed to explore the transformative impact of ChatGPT on MSMEs. It begins with formulating the primary problem statement: evaluating the implications of integrating ChatGPT technology in MSMEs and its potential to revolutionize problem-solving methodologies. A comprehensive literature review establishes a foundational understanding of the current landscape of MSMEs, their challenges, and the state of technology adoption. This is complemented by investigating scholarly articles, industry reports, and case studies on ChatGPT and its business applications. ## **Findings and Discussion** The research highlights substantial improvements in MSMEs' problem-solving capabilities through the integration of ChatGPT. Key benefits include reduced response times, increased accuracy, and the provision of tailored solutions to complex challenges. However, there are limitations, such as the model's reliance on existing data, which may introduce biases. 1. Improved Problem-Solving Capabilities: ChatGPT's real-time assistance significantly diminishes response times, elevates accuracy, and offers tailored solutions to intricate challenges. This enhancement in problem-solving capabilities empowers MSMEs to operate more efficiently and effectively. 2. Enhanced Efficiency and Productivity: The automation of repetitive tasks and the provision of immediate, accurate information improve overall efficiency and productivity. MSMEs can allocate their resources more effectively, focusing on innovation and growth. 3. Competitive Advantage: By leveraging ChatGPT, MSMEs can gain a competitive edge in the market. The technology enables them to offer superior customer service, make informed decisions, and stay ahead of industry trends. 4. Scalability and Flexibility: ChatGPT's scalable nature allows MSMEs to adapt to changing business environments and demands. The technology can be customized and expanded to meet the specific needs of different enterprises. ## **Practical Implications for MSMEs and Policymakers** The integration of ChatGPT into MSMEs holds significant promise for enhancing efficiency, productivity, and competitiveness. However, to fully realize these benefits, several practical implications must be considered: 1. Training and Adoption: MSMEs must invest in training their employees to effectively use ChatGPT. This includes understanding how to interact with the technology, interpret its responses, and integrate its capabilities into their workflows. 2. Ethical Considerations: Policymakers need to formulate ethical guidelines to ensure the equitable and transparent application of AI in the MSME sector. This includes addressing potential biases in the data and ensuring the privacy and security of sensitive information. 3. Support and Incentives: Governments and industry bodies should provide support and incentives for MSMEs to adopt AI technologies. This could include financial assistance, access to training resources, and the development of supportive infrastructure. ## **One Sol Technologies: Crafting custom AI for your business** At One Sol Technologies, we specialize in creating tailored AI solutions for businesses. Here's how we can help you: **Consultation:** We take the time to understand your unique requirements and business goals. Our experts work closely with you to design chatbots that align with your brand identity and operational needs. **Customization:** We build chatbots that reflect your company's voice and values, ensuring seamless integration into your existing systems. **Integration:** Our team integrates chatbots into your website, app, or communication channels, ensuring smooth deployment and providing ongoing maintenance. **Training and Optimization:** We train chatbots using relevant data to improve their accuracy and effectiveness over time. Regular updates ensure that your chatbots stay up-to-date and perform optimally. Unlock the potential of AI-driven chatbots with One Sol Technologies. Book a free session here and experience the future of customer engagement! ## **Conclusion** The study underscores the transformative potential of ChatGPT in empowering MSMEs. By integrating this AI-driven language model, MSMEs can overcome many of the challenges they face, enhancing their problem-solving capabilities and driving growth and innovation. The findings offer valuable insights for MSMEs, policymakers, and industry practitioners, highlighting the importance of adopting advanced technologies to remain competitive in a rapidly evolving business landscape. The successful integration of ChatGPT could mark a significant milestone in the evolution of MSMEs, paving the way for a more efficient, productive, and innovative future.

onesoltechnologies

Constipation Relief Powder

Tumycool is a constipation powder by Brawn Herbals that gives relief in digestion, Acidity, bloating,...

https://dev.to/herbal90/constipation-relief-powder-4m5j

acidity, constipation

Tumycool is a [constipation powder](https://brawnherbals.com/products/tumy-cool-ayurvedic-powder ) by Brawn Herbals that gives relief in digestion, Acidity, bloating, Indigestion, Gas, Improves digestion and gut health. Its herbal ingredients make it more effective. **_Understanding of Constipation and Acidity_** **_Constipation-_** Infrequent trouble passing stools are common symptoms of constipation, a digestive disorder. Hard, dry stools and an impression of incomplete evacuation are common side effects. A diet deficient in fiber, drinking less water and not exercising are common causes. Changes in routine and stress might also be factors.You can use this constipation powder to overcome these things. _**Acidity-**_ Acidity is the result of stomach acid seeping back into the food pipe. This may result in trouble swallowing of food or sour fluids, and a burning feeling in the chest (heartburn). Acidity is caused by eating too much spicy foods, drinking alcohol and sleeping directly after eating. It's common advice to make lifestyle changes including cutting back on trigger foods and eating smaller meals. A healthcare professional should evaluate persistent symptoms because long-term acidity might cause problems like damage to the esophagus(food pipe). Acidity powder the Tumycool will also help you to get rid of the acidity.

herbal90

What do you think of the look and feel?

Hi there, I'm about to release the "version 2" of a passkeys lib and I'm currently in the middle...

https://dev.to/dagnelies/what-do-you-think-of-the-look-and-feel-2fek

discuss, showdev, ui, authentication

Hi there, I'm about to release the "version 2" of a passkeys lib and I'm currently in the middle updating the docs too. What do you think of the current look and feel? https://webauthn-ciy.pages.dev/ The demos are not yet updated and the "content" is not yet finished, but early feedback is great too. I wonder too if I should put the demos in a separate repository.

dagnelies

A Step-by-Step Guide to Hiring Magento Developers for Your E-Commerce Platform

Introduction Magento has established itself as a leading platform for e-commerce businesses...

https://dev.to/hirelaraveldevelopers/a-step-by-step-guide-to-hiring-magento-developers-for-your-e-commerce-platform-296g

webdev, javascript, programming, beginners

<h4>Introduction</h4> <p>Magento has established itself as a leading platform for e-commerce businesses worldwide, renowned for its robust features and scalability. Whether you're launching a new online store or upgrading an existing one, hiring skilled Magento developers is crucial to achieving your business goals efficiently. This comprehensive guide outlines the essential steps and considerations involved in hiring Magento developers for your e-commerce platform.</p> <h4>Chapter 1: Understanding Magento Development</h4> <p>Magento is a powerful open-source e-commerce platform that offers flexibility, scalability, and extensive customization options. It comes in two main versions: Magento Open Source (formerly Magento Community) and Magento Commerce (formerly Magento Enterprise), catering to different business needs and sizes. Magento is favored for its rich features like advanced product catalog management, robust SEO capabilities, and flexible third-party integrations, making it a preferred choice for serious e-commerce ventures.</p> <h4>Chapter 2: Types of Magento Developers</h4> <p>When hiring Magento developers, it's essential to understand the different types of expertise available:</p> <ul> <li><strong>Frontend Developers:</strong> Focus on creating user interfaces and optimizing customer experiences.</li> <li><strong>Backend Developers:</strong> Responsible for server-side application logic and ensuring seamless functionality.</li> <li><strong>Full-stack Magento Developers:</strong> Proficient in both frontend and backend development, offering comprehensive expertise across the Magento ecosystem.</li> <li><strong>Certified Magento Developers:</strong> Hold certifications demonstrating their proficiency and commitment to Magento best practices, ensuring quality and reliability in development tasks.</li> </ul> <h4>Chapter 3: Skills to Look for in Magento Developers</h4> <p>Successful Magento developers possess a blend of technical skills and domain-specific knowledge:</p> <ul> <li><strong>Technical Skills:</strong> Proficiency in PHP, MySQL, JavaScript, HTML, and CSS.</li> <li><strong>Magento Expertise:</strong> Experience with Magento frameworks (such as Magento 2) and extensions.</li> <li><strong>Customization and Integration:</strong> Ability to customize Magento to meet specific business needs and integrate with third-party systems like payment gateways and ERP solutions.</li> <li><strong>Performance Optimization:</strong> Knowledge of caching mechanisms, database optimization, and server configurations to enhance site speed and performance.</li> </ul> <h4>Chapter 4: Where to Find Magento Developers</h4> <p>Finding qualified Magento developers requires exploring various avenues:</p> <ul> <li><strong>Freelance Platforms:</strong> Websites like Upwork and Freelancer offer a pool of freelance Magento developers for short-term projects.</li> <li><strong>Dedicated Development Agencies:</strong> Specialized agencies provide access to teams of experienced Magento developers for comprehensive project support.</li> <li><strong>Magento Community Channels:</strong> Engage with Magento community forums, events, and online groups to connect with developers passionate about the platform.</li> <li><strong>Professional Networks:</strong> Platforms like LinkedIn and GitHub showcase developers' professional profiles and contributions, aiding in finding skilled candidates for your e-commerce project.</li> </ul> <h4>Chapter 5: Evaluating Magento Developer Portfolios</h4> <p>Assessing Magento developer portfolios is crucial to identifying the right fit for your project:</p> <ul> <li><strong>Past Projects:</strong> Review examples of previous Magento projects to gauge the developer's capabilities in customization, integration, and performance optimization.</li> <li><strong>Client Testimonials:</strong> Seek feedback from past clients to understand the developer's communication skills, project management capabilities, and overall satisfaction.</li> <li><strong>Performance Metrics:</strong> Analyze metrics like site speed improvements, conversion rate enhancements, and scalability achievements resulting from their development work.</li> </ul> <h4>Chapter 6: Interviewing Magento Developers</h4> <p>Conducting thorough interviews helps in evaluating Magento developers' skills and compatibility:</p> <ul> <li><strong>Technical Proficiency:</strong> Ask specific questions about Magento functionalities, coding standards, and problem-solving approaches.</li> <li><strong>Problem-Solving Scenarios:</strong> Present real-world challenges relevant to your project and assess how the developer proposes solutions.</li> <li><strong>Cultural Fit:</strong> Consider interpersonal skills, teamwork abilities, and alignment with your company's values to ensure a productive working relationship.</li> </ul> <h4>Chapter 7: Hiring Models for Magento Developers</h4> <p>Choosing the right hiring model depends on your project's scope, timeline, and budget:</p> <ul> <li><strong>Project-Based Contracts:</strong> Ideal for short-term projects with well-defined deliverables and timelines.</li> <li><strong>Hourly Contracts:</strong> Suited for ongoing maintenance, updates, and support where project scope may evolve over time.</li> <li><strong>Long-Term Engagements:</strong> Establish dedicated teams or hire full-time Magento developers for continuous development and support.</li> </ul> <h4>Chapter 8: Onboarding and Managing Magento Developers</h4> <p>Efficient onboarding and management practices facilitate seamless collaboration with your Magento development team:</p> <ul> <li><strong>Clear Expectations:</strong> Define project goals, timelines, and communication protocols from the outset.</li> <li><strong>Collaboration Tools:</strong> Utilize project management tools, version control systems, and communication platforms to streamline workflow and ensure transparency.</li> <li><strong>Regular Communication:</strong> Schedule regular meetings to review progress, address challenges, and align on priorities to keep the project on track.</li> </ul> <h4>Conclusion</h4> <p><a href="https://www.aistechnolabs.com/hire-magento-developers">Hiring Magento developers</a> involves strategic planning and careful evaluation to ensure your e-commerce platform meets its full potential. By understanding the nuances of Magento development, evaluating developer skills effectively, and implementing robust onboarding practices, you can build a reliable team that supports your business growth. Invest in skilled Magento developers to leverage the platform's capabilities and drive your e-commerce success.</p>

hirelaraveldevelopers

What is a Hybrid Cloud and Why is it Important?

A hybrid cloud is a computing environment, in which hardware and software is running on the privately...

https://www.softwebsolutions.com/resources/what-is-hybrid-cloud-and-its-importance.html

hybridcloud, cloud, aws, azure

A hybrid cloud is a computing environment, in which hardware and software is running on the privately managed data center of the company, being supported by the public in the cloud technology shared and provided by a third party. About this, many establishments are likely to formulate and enforce uniform governance, security, and privacy policies that extend to the IT systems they use regardless of the kind of technology, for instance, on-premises or cloud-based resources. What will be used in the execution of these high standards is going to vary. The cloud providers take care of the network and computing and storage from their customers in the same manner in which on-premises systems are managed by internal personnel. Traditional cloud environments including on-premises systems operate in collaboration in a hybrid cloud model. Hybrid cloud is an overarching term which includes various kinds of infrastructure, and **[cloud service](https://www.softwebsolutions.com/cloud-consulting-services.html)** as well as the on-site components, that are integrated in some ways and exchange data. ## How does hybrid cloud work?  Hybrid functionally is a co-ordination of the operation of both in-house IT staff and the public cloud supplier’s responsibility. This could can be exemplified by a cloud model that uses colocation, where applications are managed by the cloud provider but stored in the private data center owned by an organization. In that case, the local IT team is responsible for managing the power, cooling and general operations of the data center, whereas the cloud services provider is responsible for undertaking the maintenance of certain hardware and software that depend on the service type either SaaS, PaaS, IaaS, or the combination of three. A managed service provider can build you a bridge that offers a holistic view of the distributed cloud environment in that system managers can monitor the multilinked nodes through this platform. Another relationship between systems is what is pertained to as shared security, networking, and data integration. > **_Suggested: [Successful businesses must be cloud-based. Why?](https://www.softwebsolutions.com/resources/comparison-on-premises-vs-cloud.html)_** ## Hybrid cloud use cases - **Public cloud migration:** A hybrid cloud solution may serve as an initial operation for a company that seeks to stay with its internal data center by steadily moving computing architecture into a public cloud, with the long-term purpose of finally giving up its on-site data center. The shift of an economy can be seen as a long-term process and a hybrid strategy that will be the key until the customer base is established. - **Data residency:** While it is true that premises may at times be more convenient, businesses need to remember that they may need to liaise with cross-border data flows, depending on the nature of their activities. One way is to add cloud resources from the public cloud within a company’s own data center. - **Application development:** Companies take the app development process to Start the job onsite, but when through, the apps are hosted on a public cloud for production processing. And again, sometimes, it is just the opposite feeling. In the case of containers, most environmental factors are covered when they are packaged into applications. - **Legacy applications:** Although the latest generation applications are supplanting SaaS, the rest of the old qualifiers still live on There are hybrid clouds that can be used by those with on-premises and cloud apps to exchange data. - **Emerging technology:** The public cloud enables companies to immediately benefit from the latest technological innovations in the field including using cloud resources for example for computationally intensive operations necessary to deliver the desired result of the AI algorithm training. The mixed environment is not only a source of capital but is also available without an expensive capital investment barrier. - **Application integration:** As a part of working, sometimes organizations are obligated to incorporate some on-premises applications, for example, a point-of-sale and inventory management program, which are essentially a suite of cloud-based ERP and financial systems. - **Unified platform:** A handful of companies are so enthusiastic about using proprietary platforms, such as VMware, to handle all IT components both internally and in the cloud, and a hybrid cloud implementation allows this to happen. Container technologies like Kubernetes not only make it easier to standardize operations but also ensure the smooth functioning of applications in data centers. ## Understanding the difference between Hybrid cloud and Multi-cloud ### Hybrid Cloud **Cloud types:** Public cloud + Private cloud (on-premises or dedicated servers) **Architecture:** Integrates different environments (public and private) **Data storage:** Data can be stored in both public and private clouds **Use case:** Ideal for organizations with sensitive data or specific compliance requirements **Control:** Provides greater control over data and applications in the private cloud **Vendor or lock-in:** Potential lock-in to specific vendors for private cloud or public cloud services ### Multi-cloud **Cloud types:** Multiple public clouds from different providers **Architecture:** Operates in silos (each public cloud is separate **Data storage:** Data is typically stored in public clouds **Use case:** Suitable for leveraging best-of-breed services from different providers **Control:** Generally simpler to implement and manage **Vendor or lock-in:** Reduced vendor lock-in as workloads can be distributed across different providers > **_Suggested: [How to implement a winning multi-cloud strategy for your business](https://www.softwebsolutions.com/resources/implement-multi-cloud-strategy.html)_** ## Hybrid cloud benefits - **Scalability:** Scaling up traditionally means buying more servers and equipment, which is a hefty upfront cost. Hybrid clouds let you seamlessly burst into the public cloud for extra processing power during peak times. It’s like having a friend with a giant TV for those movie marathons – you only pay when you use it! - **Secure your data:** Security is a top priority, and a private cloud within your hybrid setup acts like a vault for your sensitive information. You have complete control over who sees what. For tasks that require more processing power, the public cloud acts like a trusted partner. By encrypting data before it goes out, you can ensure its safety during the transfer, like sending a package with a lock. - **Cost-effective:** Hybrid clouds are like fuel-efficient cars – they save you money over time. Scaling up is easier and cheaper, and you avoid the hidden costs of migrating data between multiple cloud providers, which can be like paying double rent when you move apartments. - **Take control of your data:** Unlike a public cloud where you share resources, a hybrid cloud lets you call the shots in your private environment. It’s like having a designated workspace in your condo where you can customize everything to fit your needs. This control allows you to fine-tune which parts of your workload run where, ensuring optimal performance. - **Speed up the process:** A hybrid cloud gives you the best of both worlds: the control and efficiency of your private cloud and the raw power of the public cloud. Think of it like having a dedicated highway entrance and exit for your condo – you can avoid traffic jams and get where you need to be much faster. Additionally, private clouds can be optimized for specific tasks, further reducing processing time.  ### Cloud strategy and assessment workshop The adoption of cloud-based infrastructure by enterprises is increasing greatly. However, a lot of enterprises are still reluctant to adopt a cloud strategy due to lack of skills or knowledge. **_[Download](https://go.softwebsolutions.com/resources/cloud-strategy-assessment-package.html)_** ## Modernize your business with Softweb Solutions As with most advanced technologies, hybrid cloud infrastructure is soaring. For businesses looking to modernize their business operations, we have certified sources and expertise to understand your cloud needs. And when properly protected, hybrid cloud infrastructure is not only safe, but it can also help increase the business’s security profile.

csoftweb

The impasse of SQL performance optimizing

Many big data calculations are implemented in SQL. When running slowly, we have to optimize SQL, but...

https://dev.to/esproc_spl/the-impasse-of-sql-performance-optimizing-gde

sql, programming, performance, spl

Many big data calculations are implemented in SQL. When running slowly, we have to optimize SQL, but we often encounter situations that we can do nothing about it. For example, there are three statements in the stored procedure, which are roughly like this, and execute very slowly: ``` select a,b,sum(x) from T group by a,b where …; select c,d,max(y) from T group by c,d where …; select a,c,avg(y),min(z) from T group by a,c where …; ``` T is a huge table with hundreds of millions of rows. It needs to be grouped by three methods, and the grouped result sets are not large. The grouping operation needs to traverse the data table. These three SQL statements will traverse the huge table three times. It takes a long time to traverse hundreds of millions of rows of data once, not to mention three times. In this grouping operation, the CPU calculation time is almost negligible relative to the time of traversing the hard disk. If we can calculate multiple group aggregations in one traversal, although the amount of CPU calculation is not reduced, it can greatly reduce the amount of data read from the hard disk and double the speed. If SQL could support syntax like this: ``` from T           select a,b,sum(x) group by a,b where …            -- the first grouping in the traversal        select c,d,max(y) group by c,d where …            -- the second grouping in the traversal        select a,c,avg(y),min(z) group by a,c where …;  -- the third grouping in the traversal ``` It would be able to return multiple result sets in one traversal, and the performance can be greatly improved. Unfortunately, SQL does not have this syntax and cannot code like this. We can only use an alternative method, that is, use group a,b,c,d to calculate a more detailed grouping result set first, but first save it into a temporary table before we can further calculate the target results with SQL. The SQL statements are rough as follows: ``` create table T_temp as select a,b,c,d,        sum(case when … then x else 0 end) sumx,        max(case when … then y else null end) maxy,        sum(case when … then y else 0 end) sumy,        count(case when … then 1 else null end) county,        min(case when … then z else null end) minz group by a,b,c,d; select a,b,sum(sumx) from T_temp group by a,b where …; select c,d,max(maxy) from T_temp group by c,d where …; select a,c,sum(sumy)/sum(county),min(minz) from T_temp group by a,c where …; ``` In this way, we only need to traverse once, but we have to transfer different where conditions to the previous case when, the code is much more complex and the amount of calculation will be increased. Moreover, when calculating the temporary table, the number of grouping fields becomes large, and the result set may be large. The temporary table is traversed many times, and the calculation performance is not good. Large result set grouping calculation needs hard disk buffer, and its performance is also very poor. We can also use the database cursor of the stored procedure to fetch the data one by one, but we have to implement the actions of where and group by ourselves. It's too cumbersome to code, and the performance of the database cursor traversing the data will only be worse! We can do nothing about it! TopN operation will also encounter this helpless situation. For example, top5 written in Oracle SQL is rough as follows: ``` select * from (select x from T order by x desc) where rownum<=5 ``` There are 1 billion pieces of data in table T. As can be seen from the SQL statement, the way to get the top five is to sort all the data and then get the first five, and the remaining sorting results are useless! The cost of large sorting is very high. The amount of data is too large to be loaded into memory. There will be multiple hard disk data buffering, and the computing performance will be very poor! It is not difficult to avoid large sorting. Keep a small set of 5 records in memory. When traversing the data, save the top 5 calculated data in this small set. If the new data is larger than the current fifth, insert it and discard the current fifth. If it is smaller than the current fifth, no action will be taken. In this way, we only need to traverse 1 billion pieces of data once, and the memory occupation is very small, and the computing performance will be greatly improved. In essence, this algorithm regards TopN as the same aggregate operation as sum and count, but returns a set rather than a single value. If the SQL could be written like this: select top (x, 5) from T, it would have been able to avoid large sorting. Unfortunately, SQL does not have an explicit set data type. Aggregate functions can only return a single value and cannot write such statements! However, fortunately, the TopN of the whole set is relatively simple. Although the SQL is written like that, the database can usually do some optimization in practice, and the above method is adopted to avoid large sorting. As a result, Oracle is not slow to calculate that SQL statement. However, if the situation of TopN is complex, the optimization engine usually doesn't work when it is used in subqueries or mixed with join. For example, to calculate the TopN of each group after grouping, it is a little difficult to write it in SQL. The SQL of Oracle is written as follows: ``` select * from (select y,x,row_number() over (partition by y order by x desc) rn from T) where rn<=5 ``` In this case, the database optimization engine will faint and will no longer use the above method of understanding TopN as an aggregate operation. It can only do the big sorting, and the operation speed drops sharply! If only the SQL statement could be written as follows: ``` select y,top(x,5) from T group by y ``` Considering top as an aggregate function like sum, it would have been not only easier to read, but also easy to calculate at high speed. Unfortunately, No. We still can do nothing about it! Join calculation is also very common. Take the filtering calculation after the order table is associated with multiple tables as an example. The SQL is basically like this: ``` select o.oid,o.orderdate,o.amount        from orders o               left join city ci on o.cityid = ci.cityid               left join shipper sh on o.shid=sh.shid               left join employee e on o.eid=e.eid               left join supplier su on o.suid=su.suid        where ci.state='New York'               and e.title = 'manager'               and ... ``` There are tens of millions of data in the order table, and the data in city, shipper, employee, supplier and other tables are not large. The filter condition fields may come from these tables, and the parameters are given from the front end and will change dynamically. Generally, SQL uses the hash join algorithm to implement these associations. The hash values will be calculated and compared. Only one join can be resolved at a time, and the same action will have to be performed n times if there are n joins. After each join, the intermediate results need to be kept for the next round. The calculation process is complex, the data will be traversed many times, and the calculation performance is poor. Usually, these associated tables are small and can be read into memory first. If each associated field in the order table is serialized in advance, for example, convert the employee id field value to the sequence number of the corresponding employee table record, when calculating, we can use the employee id field value (that is, the sequence number of employee table) to directly get the record at the corresponding position of the employee table in memory. The performance is much faster than hash join, and we only need to traverse the order table once, and the speed will be greatly improved! That is, the SQL should be written as follows: ``` select o.oid,o.orderdate,o.amount        from orders o               left join city c on o.cid = c.#                     left join shipper sh on o.shid=sh.#                   left join employee e on o.eid=e.#                    left join supplier su on o.suid=su.#            where ci.state='New York'               and e.title = 'manager'               and ... ``` Unfortunately, SQL uses the concept of unordered sets. Even if these ids have been serialized, the database can't take advantage of this feature. It can't use the mechanism of rapid sequence number positioning on these unordered sets of the corresponding associated tables. It can only use index search. Moreover, the database doesn't know that the ids have been serialized, and it still calculates hash values and makes comparisons, and the performance is still very poor! Although there are good methods, they cannot be implemented. And we can still do nothing about it! There are also highly concurrent account queries. This operation is very simple: ``` select id,amt,tdate,… from T               where id='10100'               and tdate>= to_date('2021-01-10', 'yyyy-MM-dd')               and tdate<to_date('2021-01-25', 'yyyy-MM-dd')               and … ``` In the hundreds of millions of historical data in the T table, quickly find several to thousands of details of an account. It is not complicated to code with SQL. The difficulty is that the response time should reach the second level or even faster in case of large concurrency. In order to improve the query response speed, the ID field of the T table is generally indexed: ``` create index index_T_1 on T(id) ``` In the database, the speed of using the index to find a single account is very fast, but it will be significantly slower in the case of large concurrency. The reason is also the theoretical unordered basis of SQL mentioned above. The total amount of data is huge and cannot be totally read into memory, and the database cannot ensure that the data of the same account is physically stored continuously. The hard disk has the smallest reading unit. When reading discontinuous data, many irrelevant contents will be fetched, and the query will be slow. If each query under high concurrency is a little slower, the overall performance will be very poor. Who dares to let users wait for more than ten seconds at a time when user experience is so very important?! An easy way to think of is to sort hundreds of millions of data according to accounts in advance and ensure the continuous storage of data of the same account. In this way, almost all of the data blocks read out from the hard disk during query are target values, and the performance will be greatly improved. However, the relational database using SQL system does not have this awareness and will not force the physical order of data storage! This problem is not caused by SQL syntax, but is related to the theoretical basis of SQL. It is still impossible to implement these algorithms in a relational database. Now, what can we do? Can we do anything about it? We can no longer use SQL and relational databases. We need to use other computing engines. Based on the innovative theoretical basis, the open-source esProc SPL supports more data types and operations and can describe the new algorithms in the above scenarios. To code with simple and convenient SPL can greatly improve the computing performance in a short time!   The code examples of the above tasks written in SPL are as follows: l Calculate multiple groupings in one traversal  l Calculate top5 by aggregation method Top5 of the total set (multithreaded parallel computing)  Top5 of each group (multithreaded parallel computing)  l Join： System initialization  Query  l High concurrency account query： Data preprocessing and orderly storage  Account query  In addition to these simple examples, SPL can also implement more high-performance algorithms, such as orderly merging for the association between orders and details, pre-association technology for multi-layer dimension table association in multidimensional analysis, bit storage technology for the statistics of thousands of tags, Boolean set technology to speed up the query of multiple enumeration values filtering conditions, timing grouping technology for complex funnel analysis and so on.  Friends who are having a headache for SQL performance optimization, come and discuss with us:

esproc_spl

Understanding @Transactional in Spring Boot

Managing transactions in Spring Boot can be done using @Transactional annotation. In this blog post,...

https://dev.to/tharindufdo/understanding-transactional-in-spring-boot-8ce

java, springboot, transactional, annotations

Managing transactions in Spring Boot can be done using @Transactional annotation. In this blog post, we'll explore how to use @Transactional to ensure data consistency and simplify error handling in your spring boot applications. ## 1. Basic Usage To use @Transactional, you typically place it on methods of a service class where you want the transactional behaviour. ``` import org.springframework.stereotype.Service; import org.springframework.transaction.annotation.Transactional; @Service public class UserService{ @Transactional public void createUser() { // enter your transactional code here } } ``` ## 2. Propagation and Isolation Levels You can specify the propagation and isolation levels of a transaction to control how the transaction behaves: - Propagation: Defines how the transaction behaves when an existing transaction is already running. - Isolation: Defines the data visibility level of the transaction. ``` @Transactional(propagation = Propagation.REQUIRED, isolation = Isolation.READ_COMMITTED) public void createUser() { // enter your transactional code here } ``` ## 3. Rollback Rules You can specify which exceptions should trigger a rollback: ``` @Transactional(rollbackFor = Exception.class) public void createUser() { // your transactional code here } ``` ## 4. Read-Only Transactions If your method only reads data and does not perform any write operations, you can mark it as read-only for performance optimizations: ``` @Transactional(readOnly = true) public void getUser() { // your read-only code here } ``` ## 5. Transactional on Classes You can also place @Transactional at the class level to apply it to all methods in the class: ``` @Service @Transactional public class UserService { public void getUser() { // transactional code } public void createUser() { // transactional code } } ``` ## Example Service with Transactional Methods ``` import org.springframework.stereotype.Service; import org.springframework.transaction.annotation.Transactional; @Service public class UserService { @Transactional public void saveUser() { // code to save data } @Transactional(readOnly = true) public void fetchUser() { // code to fetch data } @Transactional(propagation = Propagation.REQUIRES_NEW) public void newTransaction() { // code to execute in a new transaction } @Transactional(rollbackFor = {CustomException.class}) public void performWithRollback() { // risky code that may throw CustomException } } ``` ## Summary Using @Transactional Spring Boot allows you to manage transactions declaratively, specifying exactly how you want transactions to behave in various scenarios. This helps ensure data consistency and simplifies error handling in your applications. ## References https://www.baeldung.com/spring-transactions-read-only https://docs.spring.io/spring-framework/reference/data-access/transaction/declarative/annotations.html https://docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/transaction/annotation/Transactional.html **Github:** https://github.com/tharindu1998/transactional-blog

tharindufdo

Leh-Ladakh Trip Package

Leh-Ladakh is a region in the northernmost part of India, situated in the state of Jammu and Kashmir....

https://dev.to/shagun_kashyap_2694707cba/leh-ladakh-trip-package-5bj0

Leh-Ladakh is a region in the northernmost part of India, situated in the state of Jammu and Kashmir. It is renowned for its stunning landscapes, high-altitude mountain passes, and Tibetan Buddhist monasteries. The region's geography is dominated by rugged mountains, barren valleys, and deep blue lakes such as Pangong Tso and Tso Moriri. Leh, the main town in the region, is known for its traditional Tibetan architecture and bustling marketplaces where travelers can find local handicrafts and artifacts. Ladakh has a unique cultural heritage influenced by Tibetan Buddhism, which is evident in its monasteries like Hemis, Thiksey, and Diskit. These monasteries not only serve as religious centers but also offer breathtaking views of the surrounding mountains and valleys. Due to its high altitude and remote location, [Leh-Ladakh](https://www.rueami.com/2024/05/21/things-to-do-in-leh-ladakh-tour/) is a haven for adventure enthusiasts. Activities such as trekking, mountaineering, river rafting, and jeep safaris attract visitors from around the world. The region's clear skies also make it a popular destination for stargazing and witnessing celestial phenomena. In recent years, tourism has grown significantly in Leh-Ladakh, bringing both opportunities and challenges to the region. Efforts are underway to promote responsible tourism that respects the local culture and environment while providing economic benefits to the communities. Overall, Leh-Ladakh is a place of unparalleled natural beauty and cultural richness, offering travelers a unique and unforgettable experience amidst the majestic Himalayas. 

shagun_kashyap_2694707cba

Plastic Enclosures: Enhancing Aesthetics without Compromising Functionality

When it comes to housing your devices that are electronic a synthetic enclosure may be the answer you...

https://dev.to/luella_dreahsi_1059caea/plastic-enclosures-enhancing-aesthetics-without-compromising-functionality-4g6g

design

When it comes to housing your devices that are electronic a synthetic enclosure may be the answer you are looking for. Choosing the plastic that is perfect for your task involves several considerations. Firstly, you need to consider the type of electronics you'll be housing. Different devices that are electronic different requirements in regards to space, ventilation, and protection You will also need to consider the environment in which the enclosure shall be utilized. Can it be confronted with dampness or temperatures that are extreme? Does it be exposed to handling that is rough? These factors will impact the kind of design and weather proof junction box product you choose for your plastic enclosure Finally, it's also important to consider the appeal that is visual of plastic enclosure. It is necessary for the enclosure to be functional, but you additionally want to buy to look good. Fortunately, there are numerous options available when considering to enclosures that are synthetic are both functional and great looking The ingredient that is sleek that is key Modern Design Design is crucial when it comes to enclosures which can be plastic. A sleek and design that is modern make all the difference when it comes to attracting customers. Buying an attractive and synthetic that is stylish can make your electronics also look more costly and high-quality. Great looking plastic enclosures are no longer just a feature that is nice-to-have but an essential element of any device that is electronic The main element to achieving a sleek and design that is modern to spotlight clean lines, simple shapes, and high-quality materials. Your plastic enclosure should really be without any unnecessary design elements and gives users an easy, intuitive experience Plastic Enclosures that Keep Your Electronics Safe and Appealing Plastic enclosures are maybe not simply about aesthetics; additionally they serve an objective that is functional. One of the most important functions of a plastic enclosure is to guard your electronics from harm and the elements. Plastic enclosures are particularly useful for protecting electronics from dust, dirt, and moisture But just because an enclosure is functional doesn't mean it can't also look good. With modern manufacturing techniques, synthetic enclosures may be designed to look very stylish, while still security that is offering is optimal your electronic waterproof outdoor electrical box products. High-quality plastic enclosures can provide protection from impact, scratches, and other forms of damage, ensuring your electronics remain in top condition for years to come Plastic Enclosures for Every Application There are many different types of synthetic enclosures available, making it easy to find one that meets your preferences that are specific. A few of the most frequent types of plastic enclosures include handheld enclosures, desktop enclosures, and enclosures that are wall-mounted. Handheld enclosures are perfect for portable electronics that need to be carried around. They are often made of lightweight and materials that are durable can withstand the wear and tear of regular use, making them ideal for rugged environments Desktop enclosures, on the other hand, are designed to sit for a table or desk and are often used to house monitors, keyboards, and other computer components. They're usually larger than handheld enclosures and offer room that is ample ventilation and other features Wall-mounted enclosures are utilized for applications where electronics need to be mounted for a wall. They are often constructed from high-quality materials such as metal or robust plastic and can be designed to hold a number of electronic devices Aesthetic and advantages that are functional Plastic enclosures offer both visual and advantages that are functional are hard to match with other materials. For just one, they are lightweight and effortless to handle, making them ideal for portable devices. Plastic enclosures also offer excellent protection against dust and moisture, making them ideal for outdoor applications They may be able additionally be tailored to satisfy design that is specific, whether you need a certain color or a shape that is unique. Many manufacturers offer custom waterproof junction box outdoor design services that allow you to definitely develop a enclosure that is plastic meets your exact specifications Finally, plastic enclosures are often more cost-effective than other materials, making them an option that is attractive budget-conscious developers and manufacturers. A plastic enclosure can be both fashionable and functional, making it an excellent option for the wide selection of electronic devices because of the design that is right In conclusion, plastic enclosures are a choice that is fantastic any designer or maker searching for a combination of aesthetics and functionality inside their electronic devices. By having a range of choices available, from handheld enclosures to enclosures that are wall-mounted there is certainly sure to be a plastic enclosure that is perfect for your project. By concentrating on clean lines, simple shapes, and high-quality materials, you can create plastic enclosures that are not only visually pleasing but additionally provide protection that is optimal your electronics that are valuable

luella_dreahsi_1059caea

The Jewels of Rajasthan by Train: Experience India’s Majesty in Style

Have you ever dreamt of journeying through time, traversing a land steeped in rich history and...

https://dev.to/palaceonwheelss/the-jewels-of-rajasthan-by-train-experience-indias-majesty-in-style-k9j

Have you ever dreamt of journeying through time, traversing a land steeped in rich history and vibrant culture? Picture yourself aboard the luxurious Palace on Wheels, a train that captures the essence of royalty as it cruises through the majestic landscapes of Rajasthan, the “Land of Kings.” This incredible journey unlocks the doors to some of India’s most treasured destinations, transforming your vacation into an unforgettable adventure. Embark on a Regal Rajasthan Odyssey Rajasthan, a dazzling tapestry woven with ancient traditions, architectural marvels, and breathtaking natural beauty, promises an unparalleled travel experience. Explore forts and palaces that whisper tales of bygone eras, wander through bustling bazaars overflowing with colorful textiles and handcrafted souvenirs, and be captivated by the warmth and hospitality of the Rajasthani people. Your Grand Adventure Begins in Delhi Your journey commences in Delhi, India’s vibrant capital city. Steeped in history, Delhi boasts iconic landmarks like the majestic Red Fort and the serene Qutub Minar. After soaking in the city’s essence, you’ll board the Palace on Wheels, your luxurious chariot for the next leg of your unforgettable voyage. Unveiling Rajasthan’s Dazzling Cities Agra: The Abode of the Taj Mahal Agra beckons with its architectural crown jewel, the Taj Mahal. This monument to love, a UNESCO World Heritage Site, needs no introduction. Its pristine white marble facade, adorned with intricate floral patterns and precious stones, leaves you breathless. Witness the architectural brilliance of Agra Fort, another Mughal marvel, and lose yourself in the vibrant markets selling exquisite handicrafts. Jaipur: The Pink City Welcome to Jaipur, the captivating “Pink City,” where rose-hued buildings create a fairytale-like ambiance. Explore the majestic Amber Fort, perched atop a hill, and marvel at the Hawa Mahal (Palace of Winds), its facade resembling a honeycomb. Immerse yourself in the bustling bazaars, a treasure trove of colorful textiles, handcrafted jewelry, and Rajasthani souvenirs. Don’t miss the chance to witness an elephant parade, a royal procession that adds to the city’s charm. Jodhpur: The Blue City Jodhpur, also known as the “Blue City,” paints a mesmerizing picture with its houses adorned in various shades of blue. Mehrangarh Fort, a formidable structure overlooking the cityscape, offers stunning panoramic views. Wander through the labyrinthine alleys of the old city, explore the vibrant Sardar Market, and be captivated by the rhythmic chanting of priests at the serene Jain temples. Ranthambore National Park: A Wildlife Encounter Embark on a thrilling wildlife safari in Ranthambore National Park, a haven for tigers and a variety of other animals. Keep your eyes peeled for majestic tigers, elusive leopards, spotted deer, and a plethora of bird species. The park’s diverse flora and fauna provide a glimpse into India’s rich biodiversity. Beyond the Dazzling Destinations: A Palace on Wheels Experience Your journey aboard the Palace on Wheels is not just about sightseeing; it’s an experience in itself. Relax in your opulent cabin, complete with plush furnishings and a private bathroom. Savor delectable meals prepared by expert chefs, featuring the finest Rajasthani and Indian cuisine. Unwind at the onboard lounge bar, indulging in exotic cocktails and lively conversations with fellow travelers. The train also features a spa, offering rejuvenating treatments to pamper yourself after a day of exploration. Planning Your Royal Rajasthan Escape The Palace on Wheels offers various itinerary options, allowing you to tailor your adventure to your preferences. Whether you choose a shorter trip or a more comprehensive exploration, this luxurious train journey promises an unforgettable experience. For detailed information on departures, itineraries, and booking your regal Rajasthan adventure, visit the official website. Unlock the magic of India with our India Tourism Packages and immerse yourself in the wonders of our India Trip Package offerings for an experience like no other.

palaceonwheelss

My Care Labs - Discounted Wellness Testing Every Tuesday and Thursday

My Care Labs Launches Affordable Wellness Testing to Support Underserved Bay Area Communities 12...

https://dev.to/anandyadav11/my-care-labs-discounted-wellness-testing-every-tuesday-and-thursday-1k71

My Care Labs Launches Affordable Wellness Testing to Support Underserved Bay Area Communities 12 Panel Drug Test The 12panel drug test serves as a critical tool in the detection of a diverse array of substances, enabling organizations and institutions to promote safety, ensure compliance, and foster a drug-free environment. By incorporating advanced testing methodologies, comprehensive testing panels, and robust quality assurance measures, the 12 panel drug test plays a pivotal role in identifying drug use patterns, facilitating early intervention, and supporting individuals in their journey toward recovery and well-being. While the 12 panel drug test is not without limitations and challenges, the integration of emerging trends and future developments is reshaping its trajectory, paving the way for a more holistic and personalized approach to drug testing and substance abuse management. As society continues to grapple with the complexities of substance abuse and addiction, the 12 panel drug test remains a vital instrument in the pursuit of comprehensive and compassionate solutions that prioritize the health, safety, and dignity of individuals and communities alike. For more visit https://mycarelabs.com/blog/12-panel-drug-test-what-it-tests-for-and-locations-near-me/.

anandyadav11

Introduction to REST API: A Beginner's Guide

In our Information Age where everything is connected, applications frequently need to chat with each...

https://dev.to/mahendraputra21/introduction-to-rest-api-a-beginners-guide-1i4o

beginners, api, learning

In our Information Age where everything is connected, applications frequently need to chat with each other. This is where APIs, or Application Programming Interfaces, become crucial. One of the most widely used types is the REST API, and understanding how it works is essential. To make things clear, we'll use the delightful analogy of a restaurant reservation system to unveil the magic of REST APIs. --- ## What is a REST API? A REST (Representational State Transfer) API is a set of rules that allows different software systems to communicate over the internet. It's like a waiter in a restaurant, taking your order (request), delivering it to the kitchen (server), and bringing back your meal (response). ## Key Concepts of REST API To understand REST APIs better, let's break down the key concepts using our restaurant analogy: **1. Resources** In a REST API, everything is considered a resource. In our analogy, a resource could be tables, menus, or reservations. Each resource is identified by a unique URL, just like each table in a restaurant might have a unique number. For example, the URL `https://api.restaurant.com/tables` might represent all the tables in the restaurant. **2. HTTP Methods** REST APIs use standard HTTP methods to perform operations on resources. Think of these methods as actions you can perform in a restaurant: - **GET:** Retrieve information. Like asking the waiter for the menu. - **POST:** Create a new resource. Like making a new reservation. - **PUT:** Update an existing resource. Like changing your reservation time. - **DELETE:** Remove a resource. Like canceling a reservation. **3. Endpoints** An endpoint is a specific URL where a resource can be accessed. It's like a specific page in the restaurant's reservation system. For example: - **GET https://api.restaurant.com/reservations** might retrieve all reservations. - **POST https://api.restaurant.com/reservations** might create a new reservation. **4. Request and Response** When you interact with a REST API, you send a request and get a response. This is similar to placing an order with the waiter and receiving your meal. - **Request:** Contains the HTTP method, URL, headers, and sometimes a body with data. - **Response:** Contains a status code, headers, and usually a body with the requested data or confirmation. ## How REST APIs Work Let's walk through a simple example of how a REST API works using our restaurant reservation analogy. **1. Making a Reservation (POST Request)** You want to make a reservation at the restaurant, so you send a POST request to the reservations endpoint. Request: ``` POST https://api.restaurant.com/reservations Content-Type: application/json { "name": "John Doe", "date": "2023-12-01", "time": "19:00", "guests": 2 } ``` Response: ``` 201 Created Content-Type: application/json { "id": 1, "name": "John Doe", "date": "2023-12-01", "time": "19:00", "guests": 2 } ``` The response confirms that the reservation was created and provides the reservation details. **2. Viewing All Reservations (GET Request)** To see all reservations, you send a GET request to the reservations endpoint. Request: ``` GET https://api.restaurant.com/reservations ``` Response: ``` 200 OK Content-Type: application/json [ { "id": 1, "name": "John Doe", "date": "2023-12-01", "time": "19:00", "guests": 2 }, { "id": 2, "name": "Jane Smith", "date": "2023-12-01", "time": "20:00", "guests": 4 } ] ``` The response contains a list of all reservations in the restaurant. **3. Updating a Reservation (PUT Request)** If you need to update your reservation, you send a PUT request to the specific reservation endpoint. Request: ``` PUT https://api.restaurant.com/reservations/1 Content-Type: application/json { "id": 1, "name": "John Doe", "date": "2023-12-01", "time": "20:00", "guests": 2 } ``` Response: ``` 204 No Content ``` **4. Canceling a Reservation (DELETE Request)** To cancel a reservation, you send a DELETE request to the specific reservation endpoint. Request: ``` DELETE https://api.restaurant.com/reservations/1 ``` Response: ``` 204 No Content ``` The response indicates that the reservation was successfully canceled. ## Why Use REST APIs? REST APIs are popular because they are: - **Simple and Intuitive:** Easy to understand and use, especially for web services. - **Stateless:** Each request from a client contains all the information needed to process it, reducing server overhead. - **Scalable:** Can handle a large number of requests, making them suitable for high-traffic applications. ## Conclusion REST APIs are a powerful way to enable communication between different software systems. By understanding the key concepts and how they work, you can start building and interacting with REST APIs effectively. Remember the restaurant analogy: resources are like tables, HTTP methods are your actions, endpoints are specific pages, and requests and responses are your interactions with the waiter.

mahendraputra21

Practical Introduction to Environment Variables Using Node.js

What are they? Why would I need to use them? How to define them Example Repo What are...

https://dev.to/gyulizh/practical-introduction-to-environment-variables-using-nodejs-k9k

beginners, node, dotenv

- What are they? - Why would I need to use them? - How to define them - Example Repo ## What are environment variables? Environment variables are key-value pairs that can be injected into a program dynamically during runtime. The list of variables come from the shell (e.g., Z shell) that executes our program (1) and is extended during the execution of our program. The final list of environment variables our program reads comes from a few places: - our system currently active user(1) - shell session (2) - key-value pair we pass to our program (3)  ## Why would we need environment variables? The simplest scenario is enabling our program to function in various contexts (development, staging, production) without needing to modify the code. Another use case would involve setting the URLs of third-party services that our program depends on. ## How to define environment variables **side note: system environment variables** Every system where our program is running comes with default set of variables. They differ from system to system and there is not a single answer, but the most common are: PATH, SHELL, HOME, [wikipedia article on the subject](https://en.wikipedia.org/wiki/Environment_variable#Examples). **Defining environment variables via command prompt** We can define them via simple key-value pair before executing our program, in this example we have defined 2 variables that our program depends on(Port and productApi): ```bash PORT=3000 PRODUCT_API=https://product-api.com/ node index.js ``` **Defining the via package, dotenv for Node.js** Our programs may require dozens of variables, and using the command line to pass them could become cumbersome. For this purpose, the industry practice is to use the [dotenv package](https://www.npmjs.com/package/dotenv) that help us define environment variables in a `.env` file within the folder of our program and dotenv will make those key-value pairs available to our program as if they had been defined via the command line prompt. ## Example Repository ### Passing environment variables via command line prompt Here is a [repository](https://github.com/GyulizH/enviroment-variables-demo) that demonstrates the use of environment variables and how they can change the behavior of our program. ```js //index.js const express = require("express"); const app = express(); const port = process.env.PORT || 9000; const who = process.env.WHO; app.get("/", (req, res) => { res.send(`Hello ${who}!`); }); app.listen(port, () => { console.log(`${who}: Example app listening on port ${port}`); }); ``` We pass variables via key value pairs before executing our program: ```bash WHO=COMMAND_PROMPT PORT=3000 ENV=PRODUCTION node index.ts ``` ### Passing variables using dotenv Contents of .env file: ```js PORT=3000 WHO=DOT_ENV ENV=PRODUCTION ``` ```js //index-dotenv.js const express = require("express"); //make sure dotenv is initialised as soon as possible in our program require("dotenv/config"); const app = express(); const port = process.env.PORT || 9000; const who = process.env.WHO; app.get("/", (req, res) => { res.send(`Hello ${who}!`); }); app.listen(port, () => { console.log(`${who}: Example app listening on port ${port}`); }); ``` To execute our program: ```bash node index-dotenv.ts ``` ## Conclusion This was a brief introduction to environment variables. For more details and best practices, refer to the following resources: - [The Twelve-Factor App section on enviroment variables](https://12factor.net/config) - [Environment variables best practices](https://dev.to/khalidk799/environment-variables-its-best-practices-1o1o) - [remix.run documentation](https://remix.run/docs/en/main/guides/envvars)

gyulizh