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feat: add sentinel dashboard roadmap and fix ci failures
- Create `docs/sentinel-dashboard-master-plan.md` and `docs/roadmap.md`.
- Fix Netlify `_headers` and `_redirects` formatting (1-space indentation for headers, single trailing newline).
- Refactor `backend/models/User.js` to remove massive code duplication and adhere to Standard JS.
- Refactor `backend/server.js` to fix Deno linting and Standard JS issues (unused vars, quotes, semicolons).
- Correctly synchronize configuration files across root and public directories.
- Incorporate code review feedback for documentation prerequisites and thresholds.
Co-authored-by: OneFineStarstuff <87420139+OneFineStarstuff@users.noreply.github.com>
-**Privacy/ZK**: Circom & SnarkJS for Groth16 zk-SNARK proofs; TEE attestation (AMD SEV-SNP/Intel TDX).
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@@ -95,5 +95,13 @@ The **Sentinel AI Governance Dashboard** serves as the central command-and-contr
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## 6. Definitions & References
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-**Alignment Resonance ($C_{res}$)**: A measure of the divergence between agent objective functions and the Enterprise AI Constitution. Defined in the `SENTINEL_ALIGNMENT_SPEC_V2.md`.
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### StaR-MoE / SAME Stability Thresholds
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Dashboard monitors must alert upon breach of the following systemic invariants:
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-**Alignment Resonance ($C_{res}$)**: ≥ 0.85
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-**Shannon Routing Entropy ($H_{sh}$)**: ≥ 2.5
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-**Ingress Token Entropy Density ($H_{token}$)**: ≤ 4.8
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-**Demographic Parity Gap ($DP_{gap}$)**: < 0.05
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### Internal Utilities
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-**pqc_worm_logger.py**: Internal utility for signing events using CRYSTALS-Dilithium before commit to Kafka.
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