feat(docs): Add comprehensive documentation for Vexer, Vulnerability Explorer, and Zastava modules
- Introduced AGENTS.md, README.md, TASKS.md, and implementation_plan.md for Vexer, detailing mission, responsibilities, key components, and operational notes. - Established similar documentation structure for Vulnerability Explorer and Zastava modules, including their respective workflows, integrations, and observability notes. - Created risk scoring profiles documentation outlining the core workflow, factor model, governance, and deliverables. - Ensured all modules adhere to the Aggregation-Only Contract and maintain determinism and provenance in outputs.
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docs/modules/orchestrator/implementation_plan.md
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# Implementation plan — Source & Job Orchestrator
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## Delivery phases
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- **Phase 1 – Core service & job ledger**
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Implement source registry, run/job tables, queue abstraction, lease management, token-bucket rate limiting, watchdogs, and API primitives (`/sources`, `/runs`, `/jobs`).
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- **Phase 2 – Worker SDK & artifact registry**
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Embed worker SDK in Conseiller, Excititor, SBOM, Policy Engine; capture artifact metadata + hashes, enforce idempotency, publish progress/metrics.
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- **Phase 3 – Observability & dashboard**
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Ship metrics, traces, incident logging, SSE/WebSocket feeds, and Console dashboard (DAG/timeline, heatmaps, error clustering, SLO burn rate).
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- **Phase 4 – Controls & resilience**
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Deliver pause/resume/throttle/retry/backfill tooling, dead-letter review, circuit breakers, blackouts, backpressure handling, and automation hooks.
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- **Phase 5 – Offline & compliance**
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Generate deterministic audit bundles (`jobs.jsonl`, `history.jsonl`, `throttles.jsonl`), provenance manifests, and offline replay scripts.
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## Work breakdown
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- **Service & persistence**
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- Postgres schema (`sources`, `runs`, `jobs`, `artifacts`, `dag_edges`, `quotas`, `schedules`, `incidents`).
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- Lease manager with heartbeats, retries, and dead-letter queues.
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- Token-bucket rate limiter per `{tenant, source.host}`; adaptive refill on upstream throttles.
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- Watermark/backfill orchestration for event-time windows.
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- **Worker SDK**
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- Claim/heartbeat/report contract, deterministic artifact hashing, idempotency enforcement.
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- Library release for .NET workers plus language bindings for Rust/Go ingestion agents.
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- **Control plane APIs**
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- CRUD for sources, runs, jobs, quotas, schedules; control actions (retry, cancel, prioritize, pause/resume, backfill).
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- SSE/WebSocket stream for Console updates.
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- **Observability**
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- Metrics: queue depth, job latency, failure classes, rate-limit hits, burn rate.
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- Error clustering (HTTP 429/5xx, schema mismatch, parse errors), incident logging with reason codes.
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- Gantt timeline and DAG JSON for Console visualisation.
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- **Console & CLI**
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- Console app sections: overview, sources, runs, job detail, incidents, throttles.
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- CLI commands: `stella orchestrator sources|runs|jobs|throttle|backfill`.
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- **Compliance & offline**
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- Immutable audit bundles with signatures; exports via Export Center; Offline Kit instructions.
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- Tenant isolation validation and secret redaction for logs/UI.
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## Acceptance criteria
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- Orchestrator schedules all advisory/VEX/SBOM/policy jobs with quotas, rate limits, and idempotency; retries and replay preserve provenance.
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- Console dashboard reflects real-time DAG status, queue depth, SLO burn rate, and allows pause/resume/throttle/backfill with audit trail.
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- Worker SDK integrated across producer services, emitting progress and artifact metadata.
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- Observability stack exposes metrics, logs, traces, incidents, and alerts for stuck jobs, throttling, and failure spikes.
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- Offline audit bundles reproduce job history deterministically and verify signatures.
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## Risks & mitigations
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- **Backpressure/queue overload:** adaptive token buckets, circuit breakers, dynamic concurrency; degrade gracefully.
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- **Upstream vendor throttles:** throttle management with user-visible state, automatic jitter and retry.
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- **Tenant leakage:** enforce tenant filters at API/queue/storage, fuzz tests, redaction.
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- **Complex DAG errors:** built-in diagnostics, error clustering, partial replay tooling.
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- **Operator error:** confirmation prompts, RBAC, runbook guidance, reason codes logged.
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## Test strategy
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- **Unit:** scheduling, quota enforcement, lease renewals, token bucket, watermark arithmetic.
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- **Integration:** worker SDK with Conseiller/Excititor/SBOM pipelines, pause/resume/backfill flows, failure recovery.
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- **Performance:** high-volume job workloads, queue backpressure, concurrency caps, dashboard SSE load tests.
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- **Chaos:** simulate upstream outages, stuck workers, clock skew, Postgres failover.
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- **Compliance:** audit bundle generation, signature verification, offline replay.
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## Definition of done
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- All phases delivered with telemetry, dashboards, and runbooks published.
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- Console + CLI parity validated; Offline Kit instructions complete.
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- ./TASKS.md and ../../TASKS.md updated with status; documentation (README/architecture/this plan) reflects latest behaviour.
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