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Published on: July 24, 2025 | Source:The Absolute Zero Reasoner The Absolute Zero Reasoner (AZR) is a recent AI innovation that presents a new methodology for AI models to learn and reason. This method diverges from traditional AI learning approaches by enabling AI to learn from scratch, without the need for pre-existing human-provided data. This is a key point: It is given zero data and self-evolves, in a similar way to Deep Mind's Alpha Zero. Alpha Zero...
Published on: July 24, 2025 | Source:submitted by /u/geon [link] [comments]
Published on: July 24, 2025 | Source:Build a custom Azure DevOps extension that eliminates the complexity of JWT generation and token management, enabling powerful automation and enhanced security controls. The post How to streamline GitHub API calls in Azure Pipelines appeared first on The GitHub Blog.
Published on: July 24, 2025 | Source:Concurrency is a core principle of modern software application development that allows applications to execute many tasks at the same time. Computing paradigms continue to evolve, making use of preemptive multi-core and distributed architectures, thus concurrency becomes paramount for achieving the best performance and responsiveness. Whether processing huge amounts of data or ensuring smooth user experiences in web...
Published on: July 24, 2025 | Source:submitted by /u/ketralnis [link] [comments]
Published on: July 24, 2025 | Source:submitted by /u/ketralnis [link] [comments]
Published on: July 24, 2025 | Source:Welcome to the fourth installment of our βText to Actionβ series, where weβre building intelligent systems that transform natural language into real-world actions using AI. In [Part-1] Text to Action: Build a Smart Calendar AI Assistant, we established our foundation by creating an Express.js backend that connects to Google Calendarβs API. This gave us the ability to programmatically create calendar events through...
Published on: July 24, 2025 | Source:Azure Container Apps are a popular offering that helps you deploy Docker containers. It provides a sweet spot between effortless container scaling and avoiding the operational complexity of managing a full Kubernetes environment. Some of its best use cases include deploying API endpoints, building event-driven services, and running cloud workflows. In addition, it also provides all the observability features required...
Published on: July 24, 2025 | Source:Artificial intelligence (AI) has emerged at the top of technological innovation and has promised remarkable advancements throughout industry verticals. From healthcare and logistics to finance and education, AI has been transforming how we live, work, and do business. Nevertheless, as enterprises opt for AI, it is also essential to grapple with the ethical concerns that arise from its use. One of the most pressing...
Published on: July 24, 2025 | Source:submitted by /u/NXGZ [link] [comments]
Published on: July 24, 2025 | Source:The comfort zone of anonymization is breaking. For years, enterprises have limited their privacy goals to surface-level techniques of anonymization. Techniques such as Mask PII, which obfuscate identifiers and others, are often assumed to ensure compliance without thorough execution. And thatβs the red flag in todayβs AI-influenced, agile data environments. Given global regulations getting stricter, multi-cloud...
Published on: July 24, 2025 | Source:Availability is the measure of a systemβs ability to stay up and running despite the failures of its parts. Today, I will explore this core trait of distributed systems. I will cover theory, challenges, tools, and best practices to ensure your system stays up and running against all odds. Let's start with theory.
Published on: July 24, 2025 | Source:submitted by /u/ketralnis [link] [comments]
Published on: July 23, 2025 | Source:First, a confession: When I was learning to code, my βworkflowβ was a mess. Sticky notes. Google Docs. Random Trello boards I never checked again. And a to-do list that somehow never got any shorter. Then I joined a real team. Suddenly, I was introdu...
Published on: July 23, 2025 | Source:I've seen many blog posts that explain how exactly async/await works in C#, but this one is an interesting take: instead of just going through the decompiled code the author uses the debugger to step through the .NET that is used for building async/await feature in C#. It would be awesome just to put a breakpoint into a generated code, but I don't think its possible. But putting a breakpoints in AsyncMethodBuilder and...
Published on: July 23, 2025 | Source:βAI is not going to take your job β but a developer who knows how to use AI will.β Iβve seen this statement everywhere, and itβs the only one about AI taking our jobs that I totally agree with. Software development has changed. Itβs not what it used ...
Published on: July 23, 2025 | Source:Data modernization is a strategic endeavor that transforms the way organizations harness data for value creation. It involves adopting innovative approaches in terms of accessibility, governance, operations, and technology, typically centered around modern cloud architectures. This transformation is not limited to technology alone but extends to rethinking people and processes within an organization. At its core, data...
Published on: July 23, 2025 | Source:Let me guess: youβre learning to codeβ¦alone. Youβve been grinding through tutorials. You've built a portfolio site, maybe deployed a few projects on GitHub. And now you're trying to land a job or join a team. Then the interviews start. Suddenly, peop...
Published on: July 23, 2025 | Source:Amazon Q CLI is a next-generation developer tool that brings IDE-style autocomplete and agentic capabilities to your terminal. Iβve spent a lot of time writing about this powerful tool, so I was especially excited when v1.9.x was released in Mayβit introduced support for the Model Context Protocol (MCP) for tools use. What is Model Context Protocol (MCP)? If you have not heard about MCP (where have you been?) then...
Published on: July 23, 2025 | Source:While working on some code where I wanted to obscure parts of it using Unicode escapes instead of the actual source, I accidentally stumbled upon an undocumented feature thatβs been around since Java 16: what I call the end-of-file comment. In Java, we typically have three types of comments:
Published on: July 23, 2025 | Source:This article describes "Golden Signals," how they can provide a high-level health overview and performance of your service. These signals are very useful to understand the state of any service and can help identify potential issues. They can be used as a good starting point to implement monitoring strategies specific to your workload. If any of these signals are out of the norm, it is a strong indicator that something...
Published on: July 23, 2025 | Source:When discovery is missing, platform work starts to drift from its real purpose, which is empowering engineers to deploy working software faster and with confidence.
Published on: July 23, 2025 | Source:The modern digital product team gathers in a glass-walled conference room at a Seattle technology firm. Sitting around the table are the product manager, three engineers, a UX designer, and a data analyst. They're not debating a completed feature or fighting about a product roadmap. Instead, they're engaged in what increasingly organizations call "product discovery"βa collaborative exploration of user problems before a...
Published on: July 23, 2025 | Source:How using GitHubβs free inference API can make your AI-powered open source software more accessible. The post Solving the inference problem for open source AI projects with GitHub Models appeared first on The GitHub Blog.
Published on: July 23, 2025 | Source:Welcome to the third installment of our βText to Actionβ series, where weβre building intelligent systems that transform natural language into real-world actions using AI. In "[Part-1] Text to Action: Build a Smart Calendar AI Assistant," we established our foundation by creating an Express.js backend that connects to Google Calendarβs API. This gave us the ability to programmatically create calendar events through...
Published on: July 23, 2025 | Source:Temporal is an open-source durable workflow engine that allows developers to write fault-tolerant, long-running, and stateful applications using simple code. This guide walks you through setting up Temporal locally, writing your first workflow, and running it end-to-end using the TypeScript SDK. Problem: Distributed Systems Are Complex to Manage Building modern software systems isnβt getting any easier. As companies...
Published on: July 23, 2025 | Source:TypeScript is a powerful, statically-typed superset of JavaScript that helps you write safer and more maintainable code. We just posted a course on the freeCodeCamp.org YouTube channel that will help you master the essentials of TypeScript. In just o...
Published on: July 23, 2025 | Source:In modern flight booking systems, streaming fare updates and reservations through distributed microservices is common. These pipelines must be retry-resilient, ensuring that transient failures or replays donβt cause duplicate bookings or stale pricing. A core strategy is idempotency: each event (e.g., a fare-update or booking command) carries a unique identifier so processing it more than once has no adverse effect. In...
Published on: July 23, 2025 | Source:Combining browser automation with database interactions opens up powerful possibilities. Imagine fetching user data from a database and using it to populate a web form automatically β no manual scripting required. With Playwright MCP (Model Context Protocol) and MySQL MCP, you can achieve this seamlessly. In this blog, Iβll walk you through how to integrate these tools to fetch data from a MySQL database and use it to...
Published on: July 23, 2025 | Source:In a couple of my last articles, I emphasized the importance of different software engineering trade-offs, forexample, here. I have been trying to point out that focusing on maxing out just one trait can cause problems in others. I believe that the main part of our job as software engineers should be to min-max different software engineering trade-offs and even the trade-offs of different combinations of trade-offs....
Published on: July 23, 2025 | Source:Open source software is critical infrastructure, but itβs underfunded. With a new feasibility study, GitHubβs developer policy team is building a coalition of policymakers and industry to close the maintenance funding gap. The post We need a European Sovereign Tech Fund appeared first on The GitHub Blog.
Published on: July 23, 2025 | Source:This weekend I gave Claude Code Pro ($20/month) a full test drive β not on a toy repo, but across my actual agent-first dev stack: 3 mature GitHub repos with CI/CD Remote Model Context Protocol (MCP) tool calls Semantic + narrative search via vector DB (Qdrant) Azure Functions backend with OpenTelemetry tracing Agentic interactions scoped under a shared superfolder Things I loved: β’ Easy setup in VS Code β’ CLAUDE.md...
Published on: July 23, 2025 | Source:Explore how I use agentic tools like GitHub Copilot agent mode and the Playwright MCP server to accelerate troubleshooting and debugging of UI issues, while revisiting the importance of clear requirements. The post Debugging UI with AI: GitHub Copilot agent mode meets MCP servers appeared first on The GitHub Blog.
Published on: July 22, 2025 | Source:Image difference analysis is essential in computer vision, graphics processing, and media quality assessment. Whether you're evaluating compression artifacts, detecting subtle regressions, or comparing perceptual similarity, various metrics help quantify differences between images. This article discusses popular image difference metrics, their pros and cons, and recommends ΞE-ITP, a modern, perceptually optimized color...
Published on: July 22, 2025 | Source: