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Harden live-backed unified search weighting and indexing

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2026-03-08 02:23:43 +02:00
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docs-archived/implplan/SPRINT_20260307_037_AdvisoryAI_search_answer_proof_and_weighting.md
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## Delivery Tracker
### AI-SF-001 - Strengthen automatic in-scope weighting and overflow suppression
Status: TODO
Status: DONE
Dependency: none
Owners: Developer
Task description:
@@ -29,12 +29,12 @@ Task description:
- Keep overflow only when outside-scope evidence still materially improves the answer.
Completion criteria:
- [ ] Service tests cover current-route winners, close-score blends, and suppressed overflow cases.
- [ ] Coverage metadata still explains the winning scope without FE heuristics.
- [ ] Unsupported or weak current-scope corpora do not hide clearly better outside-scope answers.
- [x] Service tests cover current-route winners, close-score blends, and suppressed overflow cases.
- [x] Coverage metadata still explains the winning scope without FE heuristics.
- [x] Unsupported or weak current-scope corpora do not hide clearly better outside-scope answers.
### AI-SF-002 - Make blended answers and suggestion viability stricter
Status: TODO
Status: DONE
Dependency: AI-SF-001
Owners: Developer
Task description:
@@ -42,12 +42,12 @@ Task description:
- Keep suggestion viability grounded-only for surfaced chips and detect unsupported/empty corpora explicitly.
Completion criteria:
- [ ] Blended and dominant answer paths are tested separately.
- [ ] Clarify-only or unsupported suggestions do not pass visible viability.
- [ ] Corpus-readiness states remain explicit in the response contract.
- [x] Blended and dominant answer paths are tested separately.
- [x] Clarify-only or unsupported suggestions do not pass visible viability.
- [x] Corpus-readiness states remain explicit in the response contract.
### AI-SF-003 - Preserve optional telemetry and deterministic fallbacks
Status: TODO
Status: DONE
Dependency: AI-SF-002
Owners: Developer
Task description:
@@ -55,14 +55,15 @@ Task description:
- Ensure the final correction pass does not reintroduce telemetry coupling.
Completion criteria:
- [ ] Search behavior remains stable with telemetry disabled.
- [ ] Tests cover telemetry-disabled search and suggestion flows.
- [ ] Docs state clearly that telemetry is optional infrastructure.
- [x] Search behavior remains stable with telemetry disabled.
- [x] Tests cover telemetry-disabled search and suggestion flows.
- [x] Docs state clearly that telemetry is optional infrastructure.
## Execution Log
| Date (UTC) | Update | Owner |
| --- | --- | --- |
| 2026-03-07 | Sprint created for the backend weighting and suggestion-proof half of the final search-first correction pass. | Project Manager |
| 2026-03-08 | Completed the backend weighting and viability hardening pass: stronger route/action boosts, unified-index FTS/vector persistence, enriched findings/policy/VEX ingestion bodies for route-language recall, and DB-backed similar-query lookup repair. Evidence: `dotnet build "src/AdvisoryAI/__Tests/StellaOps.AdvisoryAI.Tests/StellaOps.AdvisoryAI.Tests.csproj" --no-restore -v minimal -p:BuildInParallel=false -p:UseSharedCompilation=false`; `StellaOps.AdvisoryAI.Tests.exe -class "StellaOps.AdvisoryAI.Tests.UnifiedSearch.UnifiedSearchServiceTests"` (`45/45`); `StellaOps.AdvisoryAI.Tests.exe -class "StellaOps.AdvisoryAI.Tests.Integration.UnifiedSearchLiveAdapterIntegrationTests"` (`14/14`); `StellaOps.AdvisoryAI.Tests.exe -class "StellaOps.AdvisoryAI.Tests.UnifiedSearch.SearchAnalyticsServiceTests"` (`1/1`); `StellaOps.AdvisoryAI.Tests.exe -method "StellaOps.AdvisoryAI.Tests.Integration.UnifiedSearchSprintIntegrationTests.G10_SimilarSuccessfulQueries_LoadFromDatabaseWithoutFallingBack"` (`1/1`). | Developer |
## Decisions & Risks
- Decision: search answer shape is inferred, not selected by the operator.