intermediateCommunityQuiz
Agent Trace Diff Workflow
A systematic workflow for comparing agent dry-run predictions against live sandbox execution to catch behavioral regressions before production deployment.
Commands
$ openclaw agent spawn --dry-run <agent-name>
$ openclaw agent deploy <agent-name> --sandbox
$ openclaw agent logs <agent-name> --sandbox
$ openclaw trace-compare predicted-trace.json --strict
Quick Facts
- Difficulty
- Intermediate
- Category
- advanced
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