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qa(advisoryai): verify codex companion and sync FLOW/task state

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2026-02-11 14:05:06 +02:00
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docs/features/unchecked/advisoryai/ai-codex-zastava-companion.md
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# AI Codex / Zastava Companion
## Status
NOT_FOUND
## Description
The advisory AI module exists with policy studio and LatticeRuleGenerator, but the specific "AI Codex" or "Zastava Companion" branding/feature set described in the advisory is not found.
## Why Not Implemented
- The specific "AI Codex" or "Zastava Companion" branding is not found, but substantial AI infrastructure exists:
- `src/AdvisoryAI/` provides evidence-anchored explanation generation with `EvidenceAnchoredExplanationGenerator`, `ExplanationPromptTemplates`, replay golden tests, and a web service (`AdvisoryAI.WebService/Program.cs`)
- `src/Zastava/StellaOps.Zastava.Observer/` exists as a runtime observer module
- The Web UI has Ask Stella components under `src/Web/.../shared/components/ai/`
- The "AI Codex" concept (a comprehensive AI assistant branded as "Zastava Companion") appears to be a product vision not yet realized as a unified feature, though its constituent parts (AI explanations, policy studio, LatticeRuleGenerator) exist separately
## Source
- Feature matrix scan
## Notes
- Module: AdvisoryAI
- Modules referenced: `src/AdvisoryAI`, `src/Zastava/`
- Related: `src/AdvisoryAI/StellaOps.AdvisoryAI/Explanation/` (explanation generation), `src/Zastava/` (observer)