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AI-AGENT-ORCHESTRATION4 MIN READ

Sort Agent Run Artifacts Into OODA

Classify artifacts from an agent run as Observe, Orient, Decide, or Act.

Sort each artifact into the phase it belongs to. Observe Orient Decide Act Activation fell from 41 percent to 34 percent in SMB trials after Monday A signup analytics change shipped on Monday morning Tracking loss is more plausible than copy regression until event completeness is checked Test event completeness before proposing onboarding experiments Run a before/after query on signup_complete and invite_sent events Three webhook retries failed with 403 errors between 10:00 and 10:15 Data engineering owns the measurement check by 2 p.m. Post a BLUF update to the incident channel with current risk and next check

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