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Andrej Karpathy's four principles for AGENTS.md — Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution — became a 179k-star GitHub repo. Here's what they are and why they work.

Most teams are not bad at giving AI context. They're bad at putting the right context in the right layer. Here's a practical, architecture-aware framework for AGENTS.md, repo-wide instructions, and path-specific overrides.