Colin McNamara · Jan 26, 2026
Karpathy's 80/20 Coding Flip Is Real — But Who's Watching the Agents?
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Andrej Karpathy's shift from 80% manual coding to 80% agent coding mirrors what many of us are experiencing. But as AI agents write most of our code, the observability and security gaps are becoming the real story.
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