1. Draw hierarchy: domains, interfaces, and critical boundaries.
2. Draw baseline manifest box (inputs + versions).
3. Mark failing metric and first observed symptom.
4. Mark owner map (primary, co-owner, review owner).
5. Draw reduced experiment and expected movement.
6. Draw full regression matrix and exit criteria.Strong answers are boundary- and owner-centered, not tool-centered.
Always connect fix proposal to reproducibility and residual risk.
SoC integration closure depends on cross-domain contract integrity.
contracts -> integration -> evidence -> decisionrisk trendclosure dashboard
owner matrix
regression summary
Capture baseline and owner before proposing fixes.
Check baseline
Check owner mapping
Ask: what baseline, owner, and artifact prove this topic is truly closed?
State baseline manifest and owner with every closure metric.
Run cross-domain regression after every top-level fix.
Comparing results across different manifests.
Unowned issues slipping through review cycles.
Waiving risks without expiry and validation plan.