Code Review Is Broken for AI-Generated Code — The Case for Pre-Implementation Governance
Your team's code review process was designed for a world where a developer wrote every line. In that world, a PR with 200 lines meant 200 lines of hum…
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Codifying Tacit Knowledge: The Missing Layer Between Your Team's Conventions and Your AI Assistant
Every engineering team has two codebases. The first is the one in your repository — versioned, reviewed, deployed. The second lives in your engineers'…
200 Lines in CLAUDE.md Dropped My Code Quality to 79% — Splitting into 3 Files Got It to 96.9%
More rules should mean better output. That's the intuition. I spent weeks building a comprehensive CLAUDE.md — 200 lines covering naming conventions, …