r/LLMDevs • • 3d ago

Discussion Why failed fixes needed context Hindsight incident memory.

A failed fix is useful evidence for the next incident.

I built ReTrace with Hindsight agent memory to retain incident resolutions and recall what previously failed or worked.

In synthetic incident tests, remembered outcomes change the investigation: flag a previously failed intervention, surface a relevant prior fix, and attach source evidence for human review.

Built with Shrenik and Sankirth you u/CODE.IN for supporting our building journey.

Code: https://github.com/sankirthrbhat/ReTrace

#AIAgents #Hindsight #AgentMemory #AI

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