IMMUNE: Deterministic Memory Attribution for AI Agents Using Delta Debugging
This story is from 2026-10-15. It is preserved in the archive; the latest stories are on the live feed.
TL;DR I built IMMUNE because I hit a wall: my AI agent kept giving wrong answers and I had no idea which stored memory was causing it. IMMUNE applies delta debugging — a classical algorithm from software testing — to pinpoint the exact memory responsible. No LLM judge, no guessing. It’s a drop-in f…
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- 2026-10-15 12:47 · DEV Community — Machine Learning
IMMUNE: Deterministic Memory Attribution for AI Agents Using Delta Debugging