Harden demo golden QA smoke
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# Changelog
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## Sprint 34 browser-facing golden QA demo hardening (2026-06-17)
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- Hardened `scripts/verify_demo_export_workflow.sh` so the browser-facing demo/export smoke compares persisted QA/QC metrics against `fixtures/golden/expected_qa_metrics.json`.
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- The runtime smoke now verifies QA/QC status, F1 score, precision, recall, mean IoU, false positives, false negatives and match counts from persisted `quality_checks`/`metrics`.
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- Corrected the offline demo AOI to cover the golden building fixtures and made existing demo workflows self-heal stale/unsupported QA checks by syncing the AOI and persisting a fresh golden QA result.
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- Added regression tests to keep the golden QA baseline wired into the demo/export smoke.
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- Updated script documentation for the stricter runtime QA/QC checks.
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- No API contracts, migrations, product features, live provider fetching or AI behavior were introduced.
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## Sprint 33 QA/QC benchmark readiness hardening (2026-06-17)
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- Added `scripts/verify_golden_qa_benchmark.sh` as a shell wrapper for the deterministic QA/QC golden benchmark.
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