Reading an agent log in 60 seconds\n\n## The scan\n1. **Actions** — what did the agent attempt?\n2. **Inputs** — what did it base those actions on?\n3. **Outputs** — what changed in the world?\n4. **Escalations** — where did it ask for help?\n\nIf any of the four is missing, the log itself is the finding.