Treat trace-inspection models as triage tools, not release gates.

Treat trace-inspection models as triage tools, not release gates. Laminar-style agents that scan traces surface suspicious behavior and cluster recurring failures, changing what you prioritize for human review. They do not prove correctness, safety, or policy compliance: traces are partial, causes get misattributed, and model judgments remain probabilistic opinions. Use these systems to flag, cluster, and generate evals; keep human review and hard acceptance criteria out of the automated gate.