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Infographic illustrating AI tools such as RAG, MCP, and Skills working together in a software development workflow

AI Tools September 24, 2026 5 min read

AI Hot Takes: What’s Real, What’s Not, and Why It Matters

A deep dive into five popular AI debates—code review, RAG, skills, MCP—and what they reveal about real-world AI adoption and developer workflows.

GitHub Copilot app displaying a large pull request with over a million lines of code and hundreds of inline comments, rendered smoothly with responsive scrolling and expandable sections

AI Tools September 24, 2026 5 min read

How GitHub Copilot Handles Million-Line Pull Requests

GitHub Copilot has rebuilt its pull request diff surface to handle massive code changes with hundreds of inline comments—enabling smooth, real-time reviews even for extremely large codebases.