AI-first debugging: Tools and techniques for faster root cause analysis
AI-first debugging uses LLMs to analyze massive logs and cluster errors, accelerating root cause analysis while traditional debugging validates findings.
Get hand-picked daily summaries of the best, most informative programming articles from around the web. Browse recent summaries, then jump to the original source when you want the full article.
AI-first debugging uses LLMs to analyze massive logs and cluster errors, accelerating root cause analysis while traditional debugging validates findings.
Investors at TechCrunch Disrupt revealed their pitch deck criteria: large market opportunity, unique founder positioning, customer validation, and avoiding buzzword overload.
Software engineer Sean Goedecke defends his career advice, arguing that moderate cynicism helps engineers navigate large tech companies effectively rather than adopting overly idealistic or cynical worldviews. He contends that...
A nostalgic tour through HTML's obsolete tags like , , , and that shaped today's web standards.
Mysti is a VSCode extension that allows multiple AI coding assistants like Claude, Codex, Gemini, and GitHub Copilot to collaborate on code problems through "Brainstorm Mode," where two AIs debate solutions before synthesizing...
Uptime Kuma is a free Docker container that provides a centralized dashboard to monitor multiple servers and services. It can track ping, HTTP(S), MySQL, TCP ports, Docker containers, and more through an intuitive web interface...
This archive is built from SMRTR newsletter stories. Subscribe for hand-picked stories without the extra noise.
A developer's 3 a.m. emergency call about a complete API failure that cost $14,000 in credits led to "The 3 a.m. Test" - a principle asking whether systems can be quickly diagnosed and fixed during overnight outages. This drove...
JavaScript experienced a transformative 2025 as developers increasingly challenged React's dominance, embracing "web standards first" approaches and exploring post-React alternatives like signals-based frameworks. The year saw...
A developer successfully built a travel itinerary web app for his wife using only AI coding tools, spending just $20 on Claude Pro and five hours of work without manually editing code. While the "vibe coding" approach produced a...
A developer who previously worked with Rust found TypeScript problematic due to fundamental weaknesses that undermine its type safety promises. The language lacks concrete error return types, forcing developers to guess when...
A developer initially dismissed TypeScript as inadequate but changed their perspective after working with an experienced mentor who demonstrated the language's advanced capabilities. With strict compiler settings and features...
A developer reveals a telling sign of poor code quality: the urge to defend and explain it when questioned, rather than letting the code speak for itself. Good code requires no justification or lengthy context, while bad code...
JavaScript has long handled interactive web features like accordions and navigation menus, but modern HTML and CSS now offer native alternatives that reduce code complexity and improve performance. New HTML elements like `` for...
A developer used GitHub Copilot's agent mode in VS Code to build a complete FIRE calculator app in just 30 minutes through a single chat session. The privacy-focused Progressive Web App features nine calculators including...
Chinese AI startup MiniMax released M2.1, an open-source model designed for real-world programming across multiple languages including Rust, Java, and JavaScript, moving beyond Python-heavy focus of most AI models. The update...
Niraj Kumar developed a local-first Retrieval-Augmented Generation (RAG) engine designed to enhance AI coding assistants by keeping data processing entirely on users' devices rather than sending code to external servers. This...
A Director of Engineering integrated an AI agent into a 7-year-old Rails app using RubyLLM gem in 2-3 days. The solution maintains data security through existing Pundit policies while enabling AI-powered client record searches.
nix-prompt is a clean, modular Bash prompt with modern aesthetics, context awareness, and no dependencies.
MCP-Zero enables LLM agents to dynamically request tools during tasks rather than using fixed toolsets, improving scalability.
Learn to build RAG apps with LlamaIndex by loading your documents, creating searchable indexes, and querying LLMs with your data as context.
Former AI skeptic explains how to effectively use Claude Code for development, including setup tips and bug-catching strategies.
AI agents are becoming self-generating systems that build themselves, pushing developers toward higher-level systems thinking over manual coding.
Tygor generates TypeScript types from Go code for type-safe backend communication without IDL files.
A Zig build watcher with enhanced features like terse error display, file watching, and better output control than built-in options.