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Move AI reasoning into the execution path so non-deterministic live behavior is judged, not literal-matched. Adaptive scenario failures and budget exhaustion now record ERROR/BLOCKED outcomes and keep their sealed evidence instead of throwing and deleting it; @qa-live-policy: mock-judgment scenarios route to observe-only milestones and carry a SEMANTIC hint so the judge rules on structural equivalence; a report_blocked terminal action lets the agent surrender an unreachable milestone with sealed, judge-verified evidence; element observation waits for visibility instead of snapshotting; mock-judgment contradictions classify as TEST_DATA; and execute gains --budget-* flags while judge gains a verdict summary and --fail-on exit codes.