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wip: doctor/cli/docs/api to vector db consolidation; api hardening for descriptions, tenant, and scopes; migrations and conversions of all DALs to EF v10

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2026-02-23 15:30:50 +02:00
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docs/modules/advisory-lens/architecture.md
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# Advisory Lens Architecture
> **Status: Production (Shared Library).** AdvisoryLens is a standalone deterministic library at `src/__Libraries/StellaOps.AdvisoryLens/`, **not** merged into AdvisoryAI. The two modules serve different purposes: AdvisoryLens provides pattern-based case matching without AI inference; AdvisoryAI provides LLM-powered advisory analysis with guardrails. They can be composed together but are architecturally independent. The library is currently available for integration but not yet referenced from any WebService `Program.cs`.
## Purpose
StellaOps.AdvisoryLens is a deterministic, offline-first library for semantic case matching of vulnerability advisories. It produces ranked suggestions and contextual hints without AI/LLM inference.