Learning Guidance
Objectives
- Use POS/PARM visuals to identify first failing checkpoint.
- Classify store-cluster symptoms vs systemic pipeline failures.
- Strengthen recovery criteria using queue and convergence signals.
Evidence To Capture
- Checkpoint failure location and owner.
- Store-cohort scope evidence.
- Recovery convergence proof.
Source Artifacts
Internal source references are available for maintainers but are not exposed in deployed environments.