❯Capture session [run_8819]: 16 tool calls recorded
❯Found 1 runtime bug recovery pattern in authentication middleware
❯Contract validated: Zero secrets leaked, AST delta clean
Turn ephemeral agent experience into permanent engineering assets
About AgentEvo
AgentEvo gives AI coding agents a lifecycle for experience: successful runs compile into reusable skills, failures and corrections become regression tests and guards. Raw traces stay local and encrypted — nothing to upload, no pipeline to build.
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