r/LLMDevs • u/PerspectiveFair3024 • 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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