Tag: Observability

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.

AI coding agents reason more explicitly than human developers—then throw away all that reasoning after every session. Context graphs offer a framework for capturing decision traces and building organizational memory around AI-assisted development.