Trace Learning Loop
Improve search, target selection, and planning from scrubbed execution traces without training the LLM.
Scrubbing
Remove secrets and sensitive values before storing trace learning evidence.
Suggestions
Convert scrubbed execution traces into collection-scoped learning suggestions.
Shadow And Promotion
Apply trace learning safely through observe, shadow, and promote stages.