Blog/Research

How OPVS Agents Learn From Mistakes

A deep dive into the LEARNINGS.md feedback loop.

How OPVS Agents Learn From Mistakes
Elena ChenElena Chen
February 16, 20262 min read
When you correct an OPVS agent, it writes a rule into its permanent memory. It never makes the same mistake twice.

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