Dev.to
7/10/2026

The Archaeology of Git Blame: Why AI Doesn’t Understand the Panic Behind Your Code
Short summary
An opinion piece arguing that AI coding tools understand syntax but miss the human context behind legacy code decisions. Weird code comments often encode hard-won survival knowledge from past crises, which AI may refactor away by applying clean-code standards. The author warns against blindly trusting AI to rewrite codebases without understanding the history behind each hack.
- •AI coding tools understand syntax but not the human context behind code decisions
- •Legacy code comments often encode critical tribal knowledge from past crises
- •Blindly trusting AI refactoring can break production by removing survival hacks
Generated with AI, which can make mistakes.
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