Release gates for model artifacts, compilers, inference engines, serving, deployment, observability, security, agentic controls, and rollback.
Key takeaways
- Artifact checklist
- Inference checklist
- Release and rollback checklist
Artifact checklist
- Pin versions and record source hashes.
- Validate contracts before execution.
- Test normal, invalid, overload, timeout, partial-effect, and rollback paths.
- Correlate traces without retaining unnecessary sensitive content.
- Document the owner and production runbook.
Inference checklist
- Pin versions and record source hashes.
- Validate contracts before execution.
- Test normal, invalid, overload, timeout, partial-effect, and rollback paths.
- Correlate traces without retaining unnecessary sensitive content.
- Document the owner and production runbook.
Serving checklist
- Pin versions and record source hashes.
- Validate contracts before execution.
- Test normal, invalid, overload, timeout, partial-effect, and rollback paths.
- Correlate traces without retaining unnecessary sensitive content.
- Document the owner and production runbook.
Agentic checklist
- Pin versions and record source hashes.
- Validate contracts before execution.
- Test normal, invalid, overload, timeout, partial-effect, and rollback paths.
- Correlate traces without retaining unnecessary sensitive content.
- Document the owner and production runbook.
Security checklist
- Pin versions and record source hashes.
- Validate contracts before execution.
- Test normal, invalid, overload, timeout, partial-effect, and rollback paths.
- Correlate traces without retaining unnecessary sensitive content.
- Document the owner and production runbook.
Release and rollback checklist
- Pin versions and record source hashes.
- Validate contracts before execution.
- Test normal, invalid, overload, timeout, partial-effect, and rollback paths.
- Correlate traces without retaining unnecessary sensitive content.
- Document the owner and production runbook.
