Expand golden QA benchmark scenarios
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# Changelog
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## Sprint 61 Golden QA scenario expansion (2026-06-18)
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- Expanded the deterministic QA/QC golden benchmark from one building scenario to four local fixture scenarios: partial match, perfect match, no-overlap and MultiPolygon match.
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- Added `fixtures/golden/golden_qa_benchmarks.json` as the scenario manifest while preserving the original `expected_qa_metrics.json` baseline for existing demo workflow checks.
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- Updated `scripts/run_golden_qa_benchmark.py` to run every scenario, verify metric drift and report aggregate `QualityCheck`/`Metric` persistence expectations.
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- Added regression coverage for the multi-scenario manifest and aggregate benchmark output.
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- No product behavior, API contract, migration, provider fetching or AI model behavior changed.
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## Sprint 49 Workbench shell UI refactor (2026-06-17)
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- Replaced the one-page workbench panel stack with a task-based UI shell.
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