feat: Update Sprint 110 documentation and enhance Advisory AI tests for determinism and mTLS validation
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| AIAI-31-008 | TODO | Advisory AI Guild, DevOps Guild | AIAI-31-006..007 | Package inference on-prem container, remote inference toggle, Helm/Compose manifests, scaling guidance, offline kit instructions. | Deployment docs merged; smoke deploy executed; offline kit updated; feature flags documented. |
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| AIAI-31-010 | DONE (2025-11-02) | Advisory AI Guild | CONCELIER-VULN-29-001, EXCITITOR-VULN-29-001 | Implement Concelier advisory raw document provider mapping CSAF/OSV payloads into structured chunks for retrieval. | Provider resolves content format, preserves metadata, and passes unit tests covering CSAF/OSV cases. |
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| AIAI-31-011 | DONE (2025-11-02) | Advisory AI Guild | EXCITITOR-LNM-21-201, EXCITITOR-CORE-AOC-19-002 | Implement Excititor VEX document provider to surface structured VEX statements for vector retrieval. | Provider returns conflict-aware VEX chunks with deterministic metadata and tests for representative statements. |
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| AIAI-31-009 | DOING (2025-11-08) | Advisory AI Guild, QA Guild | AIAI-31-001..006 | Develop unit/golden/property/perf tests, injection harness, and regression suite; ensure determinism with seeded caches. | Test suite green; golden outputs stored; injection tests pass; perf targets documented. |
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| AIAI-31-009 | DONE (2025-11-08) | Advisory AI Guild, QA Guild | AIAI-31-001..006 | Develop unit/golden/property/perf tests, injection harness, and regression suite; ensure determinism with seeded caches. | Test suite green; golden outputs stored; injection tests pass; perf targets documented. |
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> 2025-11-02: AIAI-31-002 – SBOM context domain models finalized with limiter guards; retriever tests now cover flag toggles and path dedupe. Service client integration still pending with SBOM guild.
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> 2025-11-04: AIAI-31-002 – Introduced `SbomContextHttpClient`, DI helper (`AddSbomContext`), and HTTP-mapping tests; retriever wired to typed client with tenant header support and deterministic query construction.
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> 2025-11-04: AIAI-31-006 DONE – REST endpoints enforce header scopes, apply token bucket rate limiting, sanitize prompts via guardrails, and queue execution with cached metadata. Tests executed via `dotnet test src/AdvisoryAI/__Tests/StellaOps.AdvisoryAI.Tests/StellaOps.AdvisoryAI.Tests.csproj --no-restore`.
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> 2025-11-06: AIAI-31-004B/C – Resuming prompt/cache hardening and CLI integration; first focus on backend client wiring and deterministic CLI outputs before full suite.
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> 2025-11-06: AIAI-31-004B/C DONE – Advisory AI Mongo integration validated, backend client + CLI `advise run` wired, deterministic console renderer with provenance/guardrail display added, docs refreshed, and targeted CLI tests executed.
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> 2025-11-08: AIAI-31-009 DONE – Added prompt-injection harness, dual golden prompts (summary/conflict), cache determinism/property tests, partial citation telemetry coverage, and plan-cache expiry refresh validation; `dotnet test src/AdvisoryAI/__Tests/StellaOps.AdvisoryAI.Tests/StellaOps.AdvisoryAI.Tests.csproj --no-build` passes.
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