Add unit and integration tests for VexCandidateEmitter and SmartDiff repositories
- Implemented comprehensive unit tests for VexCandidateEmitter to validate candidate emission logic based on various scenarios including absent and present APIs, confidence thresholds, and rate limiting. - Added integration tests for SmartDiff PostgreSQL repositories, covering snapshot storage and retrieval, candidate storage, and material risk change handling. - Ensured tests validate correct behavior for storing, retrieving, and querying snapshots and candidates, including edge cases and expected outcomes.
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# Policy Engine FAQ
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Answers to questions that Support, Ops, and Policy Guild teams receive most frequently. Pair this FAQ with the [Policy Lifecycle](../policy/lifecycle.md), [Runs](../policy/runs.md), and [CLI guide](../modules/cli/guides/policy.md) for deeper explanations.
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Answers to questions that Support, Ops, and Policy Guild teams receive most frequently. Pair this FAQ with the [Policy Lifecycle](../policy/lifecycle.md), [Runs](../policy/runs.md), and [CLI guide](../modules/cli/guides/policy.md) for deeper explanations.
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**Q:** *Incremental runs are backlogged. What should we check first?*
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**A:** Inspect `policy_run_queue_depth` and `policy_delta_backlog_age_seconds` dashboards. If queue depth high, scale worker replicas or investigate upstream change storms (Concelier/Excititor). Use `stella policy run list --status failed` for recent errors.
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**Q:** *Full runs take longer than 30 min. Is that a breach?*
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**A:** Goal is ≤ 30 min, but large tenants may exceed temporarily. Ensure Mongo indexes are current and that worker nodes meet sizing (4 vCPU). Consider sharding runs by SBOM group.
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**Q:** *Full runs take longer than 30 min. Is that a breach?*
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**A:** Goal is ≤ 30 min, but large tenants may exceed temporarily. Ensure PostgreSQL indexes are current and that worker nodes meet sizing (4 vCPU). Consider sharding runs by SBOM group.
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**Q:** *How do I replay a run for audit evidence?*
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**A:** `stella policy run replay <runId> --output replay.tgz` produces a sealed bundle. Upload to evidence locker or attach to incident tickets.
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