The era of autocomplete copilots is over. AI IDEs now manage entire repos, refactor architectures, and ship features from natural language. Here's how the four major players compare in 2026.
From internal experiment to Linux Foundation governance in 14 months. Model Context Protocol now has 97M+ monthly SDK downloads, support from every major AI company, and the first official extensions shipping. Here's the full MCP story.
41% of global code is now AI-generated. Senior devs report 81% productivity gains. But 63% have spent more time debugging AI code than writing it themselves. The vibe coding revolution has a fine print.
Traditional test suites break when outputs are non-deterministic. Here's how we test AI-powered features — from LLM output validation to regression testing for prompt changes, with real frameworks and examples.
Model Context Protocol is the new standard for connecting AI to external tools. Here's a practical guide to building, deploying, and debugging MCP servers — with real code examples from production.
Essential practices for building fast, accessible, and maintainable web applications in 2024.