# Sprint 111 - Ingestion & Evidence · 110.A) AdvisoryAI

Active items only. Completed/historic work now resides in docs/implplan/archived/tasks.md (updated 2025-11-08).

[Ingestion & Evidence] 110.A) AdvisoryAI
Depends on: Sprint 100.A - Attestor
Summary: Ingestion & Evidence focus on AdvisoryAI.

Task ID | State | Task description | Owners (Source)
--- | --- | --- | ---
DOCS-AIAI-31-006 | BLOCKED (2025-11-03) | Update `/docs/policy/assistant-parameters.md` covering temperature, token limits, ranking weights, TTLs. Dependencies: POLICY-ENGINE-31-001. | Docs Guild, Policy Guild (docs)
DOCS-AIAI-31-008 | BLOCKED (2025-11-03) | Publish `/docs/sbom/remediation-heuristics.md` (feasibility scoring, blast radius). Dependencies: SBOM-AIAI-31-001. | Docs Guild, SBOM Service Guild (docs)
DOCS-AIAI-31-009 | BLOCKED (2025-11-03) | Create `/docs/runbooks/assistant-ops.md` for warmup, cache priming, model outages, scaling. Dependencies: DEVOPS-AIAI-31-001. | Docs Guild, DevOps Guild (docs)
SBOM-AIAI-31-003 | TODO (2025-11-03) | Publish the Advisory AI hand-off kit for `/v1/sbom/context`, share base URL/API key + tenant header contract, and run a joint end-to-end retrieval smoke test with Advisory AI. Dependencies: SBOM-AIAI-31-001. | SBOM Service Guild, Advisory AI Guild (src/SbomService/StellaOps.SbomService)
AIAI-31-008 | TODO | Package inference on-prem container, remote inference toggle, Helm/Compose manifests, scaling guidance, offline kit instructions. Dependencies: AIAI-31-006..007. | Advisory AI Guild, DevOps Guild (src/AdvisoryAI/StellaOps.AdvisoryAI)
AIAI-31-009 | DOING (2025-11-09) | Develop unit/golden/property/perf tests, injection harness, and regression suite; ensure determinism with seeded caches. Dependencies: AIAI-31-001..006. | Advisory AI Guild, QA Guild (src/AdvisoryAI/StellaOps.AdvisoryAI) |



> 2025-11-03: WebService/Worker scaffolds created with in-memory cache/queue, minimal APIs (`/api/v1/advisory/plan`, `/api/v1/advisory/queue`), metrics counters, and plan cache instrumentation; worker processes queue using orchestrator.
> 2025-11-04: SBOM base address now flows via `SbomContextClientOptions.BaseAddress`, worker emits queue/plan metrics, and orchestrator cache keys expanded to cover SBOM hash inputs.
DOCS-AIAI-31-004 | DOING (2025-11-07) | Create `/docs/advisory-ai/console.md` with screenshots, a11y notes, copy-as-ticket instructions. Dependencies: CONSOLE-VULN-29-001, CONSOLE-VEX-30-001, EXCITITOR-CONSOLE-23-001. | Docs Guild, Console Guild (docs)
> 2025-11-07: Draft doc committed (`docs/advisory-ai/console.md`) with workflow outline; screenshots will be added once CONSOLE-VULN-29-001 / CONSOLE-VEX-30-001 ship.
> 2025-11-08: Console endpoints are staffed (CONSOLE-VULN-29-001 / CONSOLE-VEX-30-001 DOING); still waiting on EXCITITOR-CONSOLE-23-001 feeds before capturing screenshots/tests.
> 2025-11-09: Guardrail/inference sections and offline playbooks documented; screenshot placeholders remain open.
DOCS-AIAI-31-005 | BLOCKED (2025-11-03) | Publish `/docs/advisory-ai/cli.md` covering commands, exit codes, scripting patterns. Dependencies: CLI-VULN-29-001, CLI-VEX-30-001, AIAI-31-004C. | Docs Guild, DevEx/CLI Guild (docs)
> 2025-11-03: DOCS-AIAI-31-003 moved to DOING – drafting Advisory AI API reference (endpoints, rate limits, error model) for sprint 110.
> 2025-11-04: AIAI-31-005 DONE – guardrail pipeline redacts secrets, enforces citation/injection policies, emits block counters, and tests (`AdvisoryGuardrailPipelineTests`) cover redaction + citation validation.
> 2025-11-03: DOCS-AIAI-31-003 marked DONE – `docs/advisory-ai/api.md` published with scopes, request/response schemas, rate limits, and error catalogue (Docs Guild).
> 2025-11-03: DOCS-AIAI-31-001 marked DONE – `docs/advisory-ai/overview.md` published with value, personas, guardrails, observability, and roadmap checklists (Docs Guild).
> 2025-11-03: DOCS-AIAI-31-002 marked DONE – `docs/advisory-ai/architecture.md` published describing pipeline, deterministic tooling, caching, and profile governance (Docs Guild).
> 2025-11-03: DOCS-AIAI-31-004 marked BLOCKED – Console widgets/endpoints (CONSOLE-VULN-29-001, CONSOLE-VEX-30-001, EXCITITOR-CONSOLE-23-001) still pending; cannot document UI flows yet.
> 2025-11-03: DOCS-AIAI-31-005 marked BLOCKED – CLI implementation (`stella advise run`, CLI-VULN-29-001, CLI-VEX-30-001) plus AIAI-31-004C not shipped; doc blocked until commands exist.
> 2025-11-03: DOCS-AIAI-31-006 marked BLOCKED – Advisory AI parameter knobs (POLICY-ENGINE-31-001) absent; doc deferred.
> 2025-11-07: DOCS-AIAI-31-007 marked DONE – `/docs/security/assistant-guardrails.md` now documents redaction rules, blocked phrases, telemetry, and alert procedures.
> 2025-11-03: DOCS-AIAI-31-008 marked BLOCKED – Waiting on SBOM heuristics delivery (SBOM-AIAI-31-001).
> 2025-11-03: DOCS-AIAI-31-009 marked BLOCKED – DevOps runbook inputs (DEVOPS-AIAI-31-001) outstanding.
> 2025-11-03: Shipped `/api/v1/advisory/{task}` execution and `/api/v1/advisory/outputs/{cacheKey}` retrieval endpoints with guardrail integration, provenance hashes, and metrics (RBAC & rate limiting still pending Authority scope delivery).
> 2025-11-06: AIAI-31-007 completed – Advisory AI WebService/Worker emit latency histograms, guardrail/validation counters, citation coverage ratios, and OTEL spans; Grafana dashboard + burn-rate alerts refreshed.

> 2025-11-09: Guardrail harness converted to JSON fixtures + legacy payloads, property-style plan cache load tests added, and file-system cache/output suites cover seeded/offline scenarios.
> 2025-11-02: AIAI-31-004 kicked off orchestration pipeline design – establishing deterministic task sequence (summary/conflict/remediation) and cache key strategy.
> 2025-11-02: AIAI-31-004 orchestration prerequisites documented in docs/modules/advisory-ai/orchestration-pipeline.md (tasks 004A/004B/004C).
> 2025-11-02: AIAI-31-003 moved to DOING – beginning deterministic tooling (comparators, dependency analysis) while awaiting SBOM context client. Semantic & EVR comparators shipped; toolset interface published for orchestrator adoption.
> 2025-11-04: AIAI-31-004 DONE – orchestrator composes evidence (structured/vector/SBOM) with stable cache keys, metadata, and hashing; tests keep determinism enforced.
> 2025-11-02: Structured + vector retrievers landed with deterministic CSAF/OSV/Markdown chunkers, deterministic hash embeddings, and unit coverage for sample advisories.
> 2025-11-02: SBOM context request/result models finalized; retriever tests now validate environment-flag toggles and dependency-path dedupe. SBOM guild to wire real context service client.
> 2025-11-04: AIAI-31-002 completed – `AddSbomContext` typed client registered in WebService/Worker, BaseAddress/tenant headers sourced from configuration, and retriever HTTP-mapping tests extended.
> 2025-11-04: AIAI-31-003 completed – deterministic toolset integrated with orchestrator cache, property/range tests broadened, and dependency analysis outputs now hashed for replay.
> 2025-11-04: AIAI-31-004A ongoing – WebService/Worker queue wiring emits initial metrics, SBOM context hashing feeds cache keys, and replay docs updated ahead of guardrail implementation.