The self-annealing loop: make every AI agent failure leave a test behind
This story is from 2026-10-21. It is preserved in the archive; the latest stories are on the live feed.
When an AI coding agent hits an error, the easiest move is to get past it: retry, reset, reprocess. That makes today's run green and guarantees the same failure next week. The self-annealing loop is a short rule that changes what the agent does after something breaks, so the system gets harder to b…
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- 2026-10-21 12:26 · DEV Community — AI
The self-annealing loop: make every AI agent failure leave a test behind