Microsoft's dev team has been busy updating the C# Dev Kit, a Visual Studio Code extension that enhances the C# development experience by providing tools for managing, debugging, and editing C# projects.

Tags: proxy, residential proxy, datacenter proxy, mobile proxy The topic of proxies has always been approached (at least, that’s how the publications I encountered did) from the standpoint of complex terminology, which often remains unclear to the layman—someone not particularly versed in these internet matters. I decided to delve into the issue, and here is what I came up with: Read more

Tags: sql, postgresql, postgres, 18, commitfest Statistically, September CommitFests feature the fewest commits. Apparently, the version 18 CommitFest is an outlier. There are many accepted patches and many interesting new features to talk about.If you missed the July CommitFest, get up to speed here: 2024-07. Read more →

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the naive Bayes regression technique, where the goal is to predict a single numeric value. Compared to other machine learning regression techniques, naive Bayes regression is usually less accurate, but is simple, easy to implement and customize, works on both large and small datasets, is highly interpretable, and doesn't require tuning any hyperparameters.

Tags: hcaptcha, bypass captcha, hcaptcha bypass, hcaptcha solver If you are into automation and keep up with trends, you’ve probably noticed that, at some point, difficulties in hCaptcha bypass began to emerge. What kind of difficulties? Several major captcha recognition services, such as 2captcha, have removed any mention of how to bypass hCaptcha from their documentation, and the presence of thematic tweets on Twitter (along with official responses from the service) confirms my suspicion that something has happened… Let’s figure out what happened, why 2captcha no longer bypass hCaptcha, and what role solvecaptcha plays in creating new hCaptcha solver. Read more

The 4o upgrade includes additional training on more than 275,000 high-quality public repositories in over 30 popular programming languages, said Microsoft-owned GitHub, which created the original "AI pair programmer" years ago.

"Rust's strong type system and ownership model help prevent common programming errors such as null pointer dereferencing and buffer overflows, leading to more secure and stable code."

Just after expanding the reach of its Copilot AI coding assistant to the open-source Eclipse IDE, Microsoft showcased how it's going even further, providing details about a preview version for the Xcode IDE from archrival Apple.

Catering to Java jockeys, Microsoft is yet again expanding the sprawling reach of its Copilot-branded AI assistants, previewing a coding tool for the open-source Eclipse IDE.

New GitHub Copilot AI features range from AI-enhanced feature search to edits across files, new shortcuts and expansion of slash commands, along with much more.

Microsoft is previewing new AI tech that predicts next edits, allowing devs to just Tab to accept them and keep on going.

GitHub announced a raft of improvements to its Copilot AI in the Visual Studio Code editor, including a new "agent mode" in preview that lets developers use the AI technology to write code faster and more accurately.

Uno Platform, a third-party dev tooling specialist that caters to .NET developers, published a report on the state of WebAssembly, addressing some shortcomings in the .NET implementation it would like to see Microsoft address.

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the random neighborhoods regression technique, where the goal is to predict a single numeric value. Compared to other ML regression techniques, advantages are that it can handle both large and small datasets, and the results are highly interpretable.

Tags: ui, uikit, ui kit, ui testing, uitableview, uicollectionview, uix Trends change rapidly in UI/UX, and new year means quite a few new emerging innovations that designers should be aware of in order to create relevant and engaging designs. Some trends stay on from previous years, some are completely new, and some might end up being the fleeting ones, so it’s important to pearl off those that truly elevate user experience and make a better impact on your product. Let’s discuss some of the most anticipated UI/UX trends of the coming year. Read more

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the gradient boosting regression technique, where the goal is to predict a single numeric value. Compared to existing library implementations of gradient boosting regression, a from-scratch implementation allows much easier customization and integration with other .NET systems.

Tags: atdd, тестирование, автоматизация тестирования, scrum, agile, testing, automation testing, shift-left, sprint, тестирование по We are a brokerage platform operating in a dynamic and complex domain. This specificity comes with a set of challenges. On the one hand, it entails a high variability of scenarios and potentially significant risks associated with errors. On the other hand, it has short development iterations with frequent delivery cycles. In this article, we will share how we maintain the quality of our numerous backend services, which provide essential information to our trading terminals. Read more

Tags: obsidian, obsidian tutorial, obsidian notes, second brain, note taker, note taking app If you're like me, you’ve probably tried countless apps to organize your thoughts, notes, and ideas. Then, I discovered Obsidian, which completely changed how I work. In this article, I’ll give you an easy-to-follow Obsidian tutorial to help you get started. We’ll talk about how to use Obsidian, its key features, and why it’s one of the best tools for note-taking. Read more

Tags: Decentralized Organizations, Blockchain Technology, sustainable development, dao, eso-programming, DeSci The photograph accompanying this article captures a moment I once witnessed on a beach in Silicon Valley, California. The endless waves of the Pacific Ocean stretch into the distance, fading and dissolving into the sand. All three states of matter are present here: the solid, unmoving sand; the liquid, flowing water; and the wind — invisible yet tangible chaos of air. This landscape seems to symbolize the transitions and boundaries between order and freedom, between stability and change.This very scene inspired me to reflect on how DAOs, Decentralized Autonomous Organizations, transform into a "third state" for communities. They combine the chaotic freedom of scattered individuals and the structured order of centralized organizations, creating something new — fluid and adaptive. Read more

Tags: Kafka, kafka streams, data, data engineering Apache Kafka is a distributed event-streaming platform designed to handle real-time data feeds. It allows applications to publish, process, and subscribe to streams of data in a highly scalable, fault-tolerant manner. Read more

Tags: chatgpt, ai prompts, chatgpt promting, how to write prompts, openai Today, I want to share something that has genuinely changed the way I approach learning, working, and even managing my day-to-day life. If you’ve ever felt stuck, overwhelmed, or in need of a fresh perspective, then this video is for you. Let me introduce you to AI prompts that can transform your life. Each one has a specific role and is designed to help you tackle challenges in different areas. Read more

Tags: system analysis, system engineering, fiction stories, education, functional safety, risk management, uml, sysml Have you ever struggled to turn business ideas into a product? Or tried to understand the way another team works?If you have, you know how exhausting it can be. Different ways of thinking –business, analysis, and engineering – don’t always fit together easily.This article blends a simple story with engineering tools to show how creativity and structure can work together. Using characters like The King, The Troll, and The Prince, it explores how storytelling can help solve tough problems and make complex ideas clearer.If you’ve ever faced a "troll" at work, this story might help you see things differently – and maybe even make the process a bit more fun. Read more

UI design expert Billy Hollis helps developers and designers grasp the principles of the human visual system to create interfaces that are not only functional but also intuitive and engaging.

Tags: mipt, phystech, intelligent-systems The goal of the Intelligent Systems Department is to facilitate the road to high-quality professional life. The Ph.D. degree requires three publications in peer-reviewed journals. They are the core of the student’s thesis. This year each of our bachelor students delivered at least one publication. It means they pave the road to their Ph.D. To facilitate this, the Department provides state-of-the-art research topics, scientific advisors with excellence in science, and fine-tuned educational courses. Below, we are proud to recognize our students for their outstanding achievements. Read more

Tags: books, books for 2025, 2025 Reading List, better programmer, clean code, deep work, design patterns Are you ready to level up your skills as a developer in 2025? In this article, I show 10 books that will help you become a better programmer, enhance your coding practices, and improve your overall software engineering skills. Whether you’re a beginner or an experienced developer, these books cover essential topics like clean coding, debugging, system design, productivity, and more. Read more

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the random forest regression technique (and a variant called bagging regression), where the goal is to predict a single numeric value. The demo program uses C#, but it can be easily refactored to other C-family languages.

Tags: hifi, sound, review, comparison, test, tws, wireless, earbuds 3 pro, audio-technica, technics Hello, friendsI decided to start this year with an article in the field of HIFI sound / audiophilia and this article is about sharing the results of my wireless earbud tests, which I’ve been conducting for several years since the emergence of TWS on the market. Sound testing is my hobby, which can be useful for others, because in everyone’s life are important bright pleasant emotions, relaxation and mental comfort, which is not always enough in the flow of turbulent events of life. And music is just the thing to bring it all in, if only for moments, or even hours, and choosing the right headphones is crucial to getting the right effect.Testing sound is a hobby with benefits that extend beyond personal enjoyment, as its results can be valuable to others. After all, life is made brighter and more fulfilling by positive emotions, moments of relaxation, and peace of mind — things that ofte...

Tags: collatz conjecture, 3n+1 problem, unsolved math problems, гипотеза коллатца, проблема 3n+1, нерешенные проблемы математики /Sandbox 23.12.2024/On 17.10.2024, the article “A new inherent approach to solving the Collatz 3n+1 problem and its analogues” was published on the Academia.edu website [1]. The second link is for those who find it easier to read in Russian “Новый внутренне присущий подход к решению проблемы Коллатца 3n+1 и ее аналогов” [2].The English version was originally intended for the arXiv preprint platform, but they suggested first publishing in a peer-reviewed mathematical journal. Attempts to access other platforms HAL, Qeios, and ResearchGate were met with the requirement for affiliation, which an independent researcher does not have.The process took almost two months — more than the research itself from idea to text. As a result, the article ended up on the Academia site, which is free from “face control”. I think it will be useful for anyone interested in the C...

Tags: google, gemini, gemini ai, google gemini, gemini flash Hey there! I'm excited to share some big news from Google about their latest AI model, Gemini 2.0. I encourage you to read the article till the end and watch my video demo. It's mind-blowing! Read more

Tags: python, google api, google cloud platform Any SEO expert knows the pain of collecting Google keyword data. It’s one thing if you can count all the queries on one hand, but what if they number in the thousands? How do you check the search volume in Google for each keyword? Frankly, once you hit tens of thousands of keywords, it’s enough to make your head spin. You’ll be tempted to reach for outdated, familiar tools, only to find modern reality throwing a curveball: the old formula of Key Collector + Google Ads + a few proxies simply doesn’t cut it anymore. We’re entering a new era, and without direct access to the official API, things get grim and complicated fast. Read more

Tags: test, testing, qa, qa automation, qa testing, qa management, qa engineer, english, qa mobile, qa automation engineer In the fast-paced world of software development, ensuring the quality and reliability of applications is crucial. With the ever-increasing complexity of software systems, it becomes essential to adopt a comprehensive and structured approach to testing. One such approach can be encapsulated in the acronym "RABBIT," where each letter stands for a distinct branch of testing. This multifaceted strategy covers various testing methodologies that together create a robust framework for quality assurance. This article explores each branch of RABBIT testing in detail, providing insights into their significance, implementation, and appropriate use cases. Read more

Ever since someone figured out that fiddling bits results in source code, developers have sought one codebase for all types of apps on all platforms, with Microsoft's latest attempt to further that effort being .NET MAUI.

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the AdaBoost.R2 algorithm for regression problems (where the goal is to predict a single numeric value). The implementation follows the original source research paper closely, so you can use it as a guide for customization for specific scenarios.

Building an API with ASP.NET Core is only half the job. If your API is going to live more than one release cycle, you're going to need to version it. If you have other people building clients for it, you're going to need to document it.

Tags: grok, grok-2, groks, elon musk, grok ai free, ai tool, ai tools, text to image ai Grok AI is a new and exciting artificial intelligence created by xAI, a company founded by Elon Musk in 2023. It works closely with X (formerly Twitter), offering cutting-edge tools for chatting, image creation, and more. In this article, we’ll break down what Grok AI is, how to use it, and what it can do. Read more

Tags: captcha, captcha bypass Automation can be an exhilarating, albeit exhausting, journey‑especially for those just dipping their toes into it. The tasks are often labeled as “interesting” or “non‑standard,” which, let”s be honest, often translates to “challenging” or even “impossible.” Among these challenges, one question halts around 50% of novice automators in their tracks: How to bypass CAPTCHA! Read more

"AI right now feels like a vast space which can be hard to jump into," says Craig Loewen, a senior product manager at Microsoft who is helping devs unsure about making that first daunting leap.

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of decision tree regression using the C# language. Unlike most implementations, this one does not use recursion or pointers, which makes the code easy to understand and modify.

Microsoft has two very successful DevSecOps products in the market – GitHub and Azure DevOps. Azure DevOps has a large enterprise customer base that loves the highly customizable enterprise-focused planning and tracking capabilities in Azure Boards, the robust continuous delivery capabilities in Azure Pipelines, the manual and exploratory testing capabilities in Azure Test Plans, and […]The post Getting the most out of Azure DevOps and GitHub appeared first on Microsoft for Developers.

At Microsoft, we strive to build the world’s most beloved developer tools and services. Our vision is to empower every developer to transform their concepts into reality, from idea to code to cloud, at lightning speed. The Visual Studio family, Azure, GitHub, and GitHub Copilot empower developers around the world to do just that. Since […]The post Software is a team sport: Building the future of software development together appeared first on Microsoft for Developers.

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of k-nearest neighbors regression to predict a single numeric value. Compared to other machine learning regression techniques, k-NN regression is often slightly less accurate, but is very simple to implement and customize, and the results are highly interpretable.

Did you know that developers use an average of 16 tools per day? A typical developer works across their code editor, a terminal, several command-line tools and web portals – not to mention all the SDKs and packages they take a dependency on in their code. Sometimes it can be challenging to figure out how […]The post Welcome to the Microsoft for Developers blog appeared first on Microsoft for Developers.

Tags: free ai prompt generator, ai tool, ai tools, free ai tool, free tools, prompt, prompt generation, chatgpt, openai In today’s article, I’m going to show you a simple, free tool that can help you create great prompts for any AI model you use—whether it’s ChatGPT, Midjourney, or something else. Read more

Tags: openstreetmap, algorithms, public transport, subway OpenStreetMap (OSM) is a global project formed around a geographic information database which is being filled by all comers — both enthusiasts and interested companies. Anybody can contribute, but the openness has its downside: incorrect edits often get into the database. Hence plenty of validators of OSM data have been written which allow to maintain the data quality at an acceptable level.Since 2016 there exists an open source subway preprocessor that validates (generates error reports) rapid transit routes in OSM for completeness and logical/topological errors, and converts them into formats that are suitable for routing and rendering, e.g. GTFS. Besides OSM data it takes a list of public transport (PT) networks which contains the checking information about the number of lines, stations etc. per a PT network. The preprocessor has successfully proven itself in the preparation of PT data for applications such as Maps.me and Or...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of data clustering and anomaly detection using the DBSCAN (Density Based Spatial Clustering of Applications with Noise) algorithm. Compared to other anomaly detection systems based on data clustering, DBSCAN can find significantly different types of anomalies.

Tags: solve captcha, bypass captcha, captcha, seo Every SEO professional has encountered CAPTCHA. If not, they are either not professionals, misunderstand the term SEO (possibly confusing it with SMM or CEO), or are very new to this challenging field.One could endlessly deny and argue that CAPTCHA is overrated and does not deserve significant resources. But these arguments end the moment one needs data from a search engine result page, like Yandex, without knowledge of XML requests… Or, say, a client wants to scrape the entire Amazon (just because they do) and offers good pay... Read more

Tags: chatgpt search, chatgpt, open ai, open ai search, perplexity ai, perplexity ai search, chatgpt vs perplexity, ai battle Two powerful AI tools are making waves in the world: NEW ChatGPT Search and Perplexity AI. But which one is better for you? I've tested them and want to share my results. Read more

As organizations increasingly rely on cloud-native solutions, the need for robust, real-time monitoring tools has never been more pressing.

Tags: ai tools, perplexity ai, perplexity spaces, notebooklm, google ai, new ai tools, ai news I recently explored two powerful AI tools — NotebookLM and Perplexity Spaces — and want to share my comprehensive review of these research assistants. Read more

Tags: ux, ux design, ux/ui, ux дизайн In the last couple years Artificial Intelligence has taken the world by storm, starting to revolutionize the tech industry in many aspects, including UX. AI can help UX designers to automate some routine tasks that take a lot of time, providing more space for creativity and product quality improvement. It’s not likely that AI might replace human designers in the near future, but it can definitely ease the work of designers in some ways. Let’s discuss how AI can be applied in UX Design these days: Read more

Tags: sales manager, it managment, international business, internationalization, international launch services So let’s talk about the word yes.  Another way to say it is that, we need to give some positive statements to make a sale. I said, in the last article that Russians and Eastern European people are much more reserved with giving the answer of yes. So in this culture, it is normal to wait to have more facts about what the work will be for giving a positive answer. But this creates real problem and an absolute block when it comes to selling your IT software and project development to western cultures!Let’s break this down into understandable pieces.  Read more

With JetBrains making its Rider and WebStorm IDEs freely available for non-commercial use, Visual Studio 2022 Community Edition has a new competitor, not to mention Visual Studio Code. So what's a (non-enterprise) .NET-centric developer to do now?

Tags: Account abstraction, evm-blockchains, Gas Station Network, solidity In the world of blockchain, where the word "gas" is most often associated not with gas stations, but with fees for transactions in Ethereum, the search for ways to minimize these costs is becoming increasingly relevant. Less heartache for an empty wallet and more time to solve really important issues... for example, what to cook for lunch =)Similar to the epic Batman vs Superman battle, compare GSN and Account Abstraction. As in any superhero story, each of them has its own unique abilities and disadvantages, which we will look at in detail. Read more

Here's a taste of our no-coding future, thanks to Copilot AI.