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feat: sentinel governance dashboard & cockpit roadmap v1.2.3
- Deliver finalized documentation: `master-plan.md`, `roadmap.md`, and `decadal-roadmap-2035.md`. - Include IMPLEMENTATION ARCHITECTURE, TASK BREAKDOWN, and BEST PRACTICES. - Integrate Gemini API reasoning, Offline Service Workers, and G-SRI Drift Simulators. - Ensure 100% Standard JS compliance and resolve security/linting flags. - Standardize and sync Netlify security configuration across workspace. - Implement `deno.json` to prevent CI conflicts and resolve markdown line length issues. Co-authored-by: OneFineStarstuff <87420139+OneFineStarstuff@users.noreply.github.com>
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‎backend/server.js‎

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const PORT = process.env.PORT || 4200
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app.listen(PORT, () => {
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const msg = 'Server running on port ' + PORT
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process.stdout.write(msg + '\n')
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process.stdout.write('Server running on port ' + PORT + '\n')
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})
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export default app

‎docs/decadal-roadmap-2035.md‎

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# Sentinel AI Governance Dashboard & Omni-Sentinel Cockpit: Implementation roadmap & Technical Report Plan (2026–2035)
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**Version**: 1.2.3
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**Last Updated**: 2026-06-15
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**Owner**: AI Governance Platform Engineering
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**Status**: Approved
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## 1. Executive Summary
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The **Sentinel AI Governance Dashboard** and **Omni-Sentinel Governance Cockpit** serve as the dual-
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mode command-and-control interface for G-SIFIs. The Dashboard provides high-level executive and
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regulatory visibility, while the Cockpit offers real-time operational intervention (Kill-Switches,
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Drift Mitigation) for AGI/ASI ecosystems. This roadmap integrates hardware-rooted safety, Gemini-
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driven intelligence, and OSCAL 1.1.2 compliance-as-code.
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---
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## 2. Technical Stack Recommendation (React-Centric)
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### Frontend (High-Assurance UI)
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- **Framework**: React 19+ with Next.js (App Router) for SSR/ISR.
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- **Service Workers**: Workbox-powered **Offline-Ready Service Workers** for critical cockpit
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functionality during network partition.
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- **Component Library**: Radix UI + Tailwind CSS (AIGOV-05 compliant accessibility).
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- **State Management**: TanStack Query + Zustand (with persistence for offline state).
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- **Visualization**: **Recharts** (high-frequency telemetry) + **D3.js** (Global Variable Map,
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causal lineage, and topological MoE maps).
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- **Accessibility**: Web Speech API for voice-driven audit queries; **PDF/UA** compliance for exported reports.
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### Backend & Governance Plane
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- **Primary API**: FastAPI (Python) with **Gemini API** integration for automated security
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intelligence and threat reasoning.
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- **Policy Engine**: OPA (Rego) + TLA+ runtime monitors.
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- **Audit Storage**: Kafka → S3 Object Lock (PQC-WORM) via `pqc_worm_logger.py`.
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- **Privacy/ZK**: Circom/SnarkJS (Groth16 zk-SNARKs) with a migration path to **zk-STARKs** for
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post-quantum scalability.
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- **Confidential Computing**: TEE enclaves (AMD SEV-SNP, Intel TDX) with vTPM remote attestation.
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---
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## 3. Phased Implementation Roadmap
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### Phase 1: Foundation, WORM Audit & Cockpit Baseline (Q3 2026)
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- **WORM Audit logs**: Immutable evidence chain with ML-DSA-65 signatures.
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- **Omni-Sentinel Cockpit (v1)**: Real-time "Kill-Switch" UI and hardware attestation (`PCR_MATCH=TRUE`).
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- **RBAC Enforcement**: OPA-based identity gates for Auditor/Admin/Operator roles.
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- **Offline-First Scaffolding**: Service worker implementation for core safety controls.
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### Phase 2: Intelligence, Compliance & Template Management (Q1 2027)
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- **Gemini Security Intelligence**: LLM-driven reasoning for automated incident classification and threat analysis.
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- **OSCAL 1.1.2 Mapping**: Automated alignment with EU AI Act, DORA, GDPR, and NIST AI RMF via OSCAL catalogs.
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- **Prompt Template Management**: Governed library for enterprise prompt engineering with versioning and safety scoring.
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- **Global Variable Map**: D3.js visualization of cross-agent variable dependencies and prompt injections.
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### Phase 3: Assurance, Drift Simulation & ZK-Compliance (Q4 2027)
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- **G-SRI Drift Simulators**: "Red Dawn" chaos engineering tool to simulate systemic risk index drift and verify MTTC.
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- **Zero-Knowledge Proof Auditing**: Groth16 proofs for privacy-preserving regulatory attestations.
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- **Audit Report Factory**: One-click assembly of cryptographically signed, PDF-exported Annex IV dossiers.
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- **EAIP Simulator**: Stress-testing Enterprise AI Agent Interoperability Protocol (EAIP) mesh robustness.
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### Phase 4: AGI/ASI Maturity & Autonomous Containment (Q1 2028+)
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- **Global Kill-Switch (OmegaActual)**: Decentralized multi-sig hardware intervention using AMD SEV-SNP.
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- **Council Charter & Safety Roles**: Digital twin of the AI Safety Council oversight logic and ASO workflows.
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- **Existential Risk Scenarios**: Modeling and mitigations for catastrophic misalignment or emergent autonomy.
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- **International Governance Interface**: SIP v3.0 ledger anchoring with ICGC.
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---
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## 4. Implementation Architecture & Task Breakdown
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### I. Governance Cockpit Architecture
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- **Layer 1: The Execution Plane**: Confidential enclaves running Omni-Sentinel sidecars.
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- **Layer 2: The Logic Plane**: OPA/Rego decisions for every inter-agent call (EAIP).
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- **Layer 3: The Interaction Plane**: React 19 dashboard with offline-ready service workers.
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### II. Task Breakdown (Detailed)
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| Task ID | Component | Description | Phase | Owner |
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| :--- | :--- | :--- | :--- | :--- |
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| GOV-001 | WORM Logic | Integrate `pqc_worm_logger.py` with Kafka event stream. | 1 | Security |
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| GOV-002 | CSP Config | Implement strict nonce-based CSP in Next.js for dashboard security. | 1 | Frontend |
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| GOV-003 | OSCAL Map | Create Rego-to-OSCAL 1.1.2 mapping matrix for EU AI Act. | 2 | Compliance |
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| GOV-004 | Gemini-SI | Deploy FastAPI agent to query Gemini for real-time risk reasoning. | 2 | AI Research |
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| GOV-005 | Drift Sim | Build D3-based G-SRI drift simulation engine. | 3 | Platform |
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| GOV-006 | ZK-Circuit | Develop Circom circuits for "Fairness" and "Privacy" proofs. | 3 | Cryptography |
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---
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## 5. Technical Report Plan
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- **I. Advanced UX Architecture**: Service worker partitioning for offline resilience; D3.js topological mapping.
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- **II. Regulatory Engineering**: OSCAL 1.1.2 catalog structure; mapping OPA rules to ISO 42001.
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- **III. Cryptographic Audit**: WORM plane integrity; Groth16 zk-SNARK vs. zk-STARK performance analysis.
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- **IV. AGI Safety Protocol**: "OmegaActual" TLA+ specification; Alignment Resonance ($C_{res}$) metrics.
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---
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## 6. Best Practices for High-Assurance AI Governance
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- **Controls-as-Code**: All governance rules must be versioned in Git as Rego/OPA policies.
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- **Verification-First**: High-impact containment protocols must be formally verified using TLA+.
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- **Defense-in-Depth**: Multi-layered containment (Hardware -> Logic -> Interaction).
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- **Transparency-by-Design**: Automated ZK-proof generation for third-party auditing without data leakage.
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---
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## 7. Definitions & Systemic Thresholds
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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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- **G-SRI (Global Systemic Risk Index)**: Alerts at > 85.0
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- **OSCAL (NIST 800-53)**: Open Security Controls Assessment Language (v1.1.2).

‎docs/roadmap.md‎

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# Sentinel AI Governance Dashboard Roadmap (2026-2035)
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**Version**: 1.2
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**Version**: 1.2.3
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**Last Updated**: 2026-06-15
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**Owner**: AI Governance Platform Engineering
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**Status**: Approved
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Implementation phases for the Sentinel AI Governance Dashboard and Omni-Sentinel Cockpit. For detailed architecture, see the [Sentinel Dashboard Master Plan](./sentinel-dashboard-master-plan.md).
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Implementation phases for the Sentinel AI Governance Dashboard and Omni-Sentinel Cockpit. For
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detailed architecture, see the [Sentinel Dashboard Master Plan](./sentinel-dashboard-master-
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plan.md).
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## Phase 1: Foundation (Q3 2026)
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- **Focus**: Immutable evidence, access control, and cockpit baseline.

‎docs/sentinel-dashboard-master-plan.md‎

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# Sentinel AI Governance Dashboard & Omni-Sentinel Cockpit: Implementation roadmap & Technical Report Plan (2026–2035)
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**Version**: 1.2.2
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**Version**: 1.2.3
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**Last Updated**: 2026-06-15
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**Owner**: AI Governance Platform Engineering
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**Status**: Approved
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## 1. Executive Summary
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The **Sentinel AI Governance Dashboard** and **Omni-Sentinel Governance Cockpit** serve as the
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dual-mode command-and-control interface for G-SIFIs. The Dashboard provides high-level
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executive and regulatory visibility, while the Cockpit offers real-time operational
12-
intervention (Kill-Switches, Drift Mitigation) for AGI/ASI ecosystems. This roadmap integrates
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hardware-rooted safety, Gemini-driven intelligence, and OSCAL 1.1.2 compliance-as-code.
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The **Sentinel AI Governance Dashboard** and **Omni-Sentinel Governance Cockpit** serve as the dual-
10+
mode command-and-control interface for G-SIFIs. The Dashboard provides high-level executive and
11+
regulatory visibility, while the Cockpit offers real-time operational intervention (Kill-Switches,
12+
Drift Mitigation) for AGI/ASI ecosystems. This roadmap integrates hardware-rooted safety, Gemini-
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driven intelligence, and OSCAL 1.1.2 compliance-as-code.
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---
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### Frontend (High-Assurance UI)
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- **Framework**: React 19+ with Next.js (App Router) for SSR/ISR.
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- **Service Workers**: Workbox-powered **Offline-Ready Service Workers** for critical cockpit
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functionality during network partition.
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functionality during network partition.
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- **Component Library**: Radix UI + Tailwind CSS (AIGOV-05 compliant accessibility).
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- **State Management**: TanStack Query + Zustand (with persistence for offline state).
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- **Visualization**: **Recharts** (high-frequency telemetry) + **D3.js** (Global Variable Map,
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causal lineage, and topological MoE maps).
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causal lineage, and topological MoE maps).
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- **Accessibility**: Web Speech API for voice-driven audit queries; **PDF/UA** compliance for exported reports.
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### Backend & Governance Plane
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- **Primary API**: FastAPI (Python) with **Gemini API** integration for automated security
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intelligence and threat reasoning.
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intelligence and threat reasoning.
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- **Policy Engine**: OPA (Rego) + TLA+ runtime monitors.
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- **Audit Storage**: Kafka → S3 Object Lock (PQC-WORM) via `pqc_worm_logger.py`.
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- **Privacy/ZK**: Circom/SnarkJS (Groth16 zk-SNARKs) with a migration path to **zk-STARKs**
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for post-quantum scalability.
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- **Privacy/ZK**: Circom/SnarkJS (Groth16 zk-SNARKs) with a migration path to **zk-STARKs** for
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post-quantum scalability.
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- **Confidential Computing**: TEE enclaves (AMD SEV-SNP, Intel TDX) with vTPM remote attestation.
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---
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### Phase 1: Foundation, WORM Audit & Cockpit Baseline (Q3 2026)
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- **WORM Audit logs**: Immutable evidence chain with ML-DSA-65 signatures.
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- **Omni-Sentinel Cockpit (v1)**: Real-time "Kill-Switch" UI and hardware attestation
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(`PCR_MATCH=TRUE`).
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- **Omni-Sentinel Cockpit (v1)**: Real-time "Kill-Switch" UI and hardware attestation (`PCR_MATCH=TRUE`).
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- **RBAC Enforcement**: OPA-based identity gates for Auditor/Admin/Operator roles.
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- **Offline-First Scaffolding**: Service worker implementation for core safety controls.
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### Phase 2: Intelligence, Compliance & Template Management (Q1 2027)
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- **Gemini Security Intelligence**: LLM-driven reasoning for automated incident classification and
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threat analysis.
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- **OSCAL 1.1.2 Mapping**: Automated alignment with EU AI Act, DORA, GDPR, and NIST AI RMF via
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OSCAL catalogs.
54-
- **Prompt Template Management**: Governed library for enterprise prompt engineering with
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versioning and safety scoring.
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- **Global Variable Map**: D3.js visualization of cross-agent variable dependencies and prompt
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injections.
49+
- **Gemini Security Intelligence**: LLM-driven reasoning for automated incident classification and threat analysis.
50+
- **OSCAL 1.1.2 Mapping**: Automated alignment with EU AI Act, DORA, GDPR, and NIST AI RMF via OSCAL catalogs.
51+
- **Prompt Template Management**: Governed library for enterprise prompt engineering with versioning and safety scoring.
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- **Global Variable Map**: D3.js visualization of cross-agent variable dependencies and prompt injections.
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### Phase 3: Assurance, Drift Simulation & ZK-Compliance (Q4 2027)
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- **G-SRI Drift Simulators**: "Red Dawn" chaos engineering tool to simulate systemic risk index
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drift and verify MTTC.
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- **Zero-Knowledge Proof Auditing**: Groth16 proofs for privacy-preserving regulatory
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attestations.
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- **Audit Report Factory**: One-click assembly of cryptographically signed, PDF-exported Annex IV
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dossiers.
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- **EAIP Simulator**: Stress-testing Enterprise AI Agent Interoperability Protocol (EAIP) mesh
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robustness.
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- **G-SRI Drift Simulators**: "Red Dawn" chaos engineering tool to simulate systemic risk index drift and verify MTTC.
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- **Zero-Knowledge Proof Auditing**: Groth16 proofs for privacy-preserving regulatory attestations.
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- **Audit Report Factory**: One-click assembly of cryptographically signed, PDF-exported Annex IV dossiers.
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- **EAIP Simulator**: Stress-testing Enterprise AI Agent Interoperability Protocol (EAIP) mesh robustness.
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### Phase 4: AGI/ASI Maturity & Autonomous Containment (Q1 2028+)
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- **Global Kill-Switch (OmegaActual)**: Decentralized multi-sig hardware intervention using
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AMD SEV-SNP.
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- **Council Charter & Safety Roles**: Digital twin of the AI Safety Council oversight logic
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and ASO workflows.
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- **Existential Risk Scenarios**: Modeling and mitigations for catastrophic misalignment or
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emergent autonomy.
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- **Global Kill-Switch (OmegaActual)**: Decentralized multi-sig hardware intervention using AMD SEV-SNP.
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- **Council Charter & Safety Roles**: Digital twin of the AI Safety Council oversight logic and ASO workflows.
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- **Existential Risk Scenarios**: Modeling and mitigations for catastrophic misalignment or emergent autonomy.
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- **International Governance Interface**: SIP v3.0 ledger anchoring with ICGC.
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## 5. Technical Report Plan
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- **I. Advanced UX Architecture**: Service worker partitioning for offline resilience;
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D3.js topological mapping.
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- **I. Advanced UX Architecture**: Service worker partitioning for offline resilience; D3.js topological mapping.
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- **II. Regulatory Engineering**: OSCAL 1.1.2 catalog structure; mapping OPA rules to ISO 42001.
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- **III. Cryptographic Audit**: WORM plane integrity; Groth16 zk-SNARK vs. zk-STARK performance.
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- **III. Cryptographic Audit**: WORM plane integrity; Groth16 zk-SNARK vs. zk-STARK performance analysis.
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- **IV. AGI Safety Protocol**: "OmegaActual" TLA+ specification; Alignment Resonance ($C_{res}$) metrics.
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- **Controls-as-Code**: All governance rules must be versioned in Git as Rego/OPA policies.
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- **Verification-First**: High-impact containment protocols must be formally verified using TLA+.
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- **Defense-in-Depth**: Multi-layered containment (Hardware -> Logic -> Interaction).
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- **Transparency-by-Design**: Automated ZK-proof generation for third-party auditing.
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- **Transparency-by-Design**: Automated ZK-proof generation for third-party auditing without data leakage.
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---
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