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Notes on shipping AI features into production software. Infrequent, specific, written to be read once.

What overnight AI research can't see

April 21, 2026

Autonomous AI research produces confident plans on public facts. It can't see the decisions you've already made in private. A short piece on the load-bearing assumption that has to be dumped into the prompt before any overnight session starts.