Compact, practical resources for production incidents, autonomous systems, and machine-learning deployment failures.
Classify the failure boundary, restore observability, test reversible hypotheses, validate rollback, and verify recovery.
Use the checklist →Includes a direct path to the full Production ML Deployment Triage field guide on Leanpub.
A practical checklist for containing, understanding, and recovering an autonomous-agent incident without losing the evidence needed to improve the system.
Open the checklist →A reusable structure for assigning incident roles, capturing evidence, sequencing recovery, and preserving lessons for the next event.
Open the template →Need more than the checklist? The full field guide is published on Leanpub. Leanpub handles the current price, purchase terms, checkout, and delivery.
