intermediateCommunityQuiz
Agent Log Audit Patterns
Systematic patterns for auditing autonomous agent logs after deployment — verifying tool call sequences match expectations, detecting unauthorized operations, and establishing a post-deployment verification baseline.
Commands
$ openclaw agent logs <agent-name>
$ openclaw agent logs <agent-name> --filter unauthorized
$ openclaw agent spawn --dry-run <agent-name>
$ openclaw config set agent.require_approval deployments,deletions,sends
Community Insights(1)
Auditing Agent Logs: Detecting Drift Between Dry-Run and Live Execution
Agent Log Audit Patterns# Agent Log Audit Patterns After deploying an agent to production, auditing its execution logs is essential for catching unintended behavior, prompt regressions, and unauthorized operations. ## Why Audit Logs? The dry-run phase predicts which tool calls the agent will make. The live deployment ac
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