CHERENKOV Sovereign Security | Master Blueprint & Technical Roadmap¶

Revision: 1.2 | Status: Phase 1 Finalized | Classification: Sovereign Strategic Asset

1. Project Status Summary¶

CHERENKOV has transitioned from a legacy architecture into a Sovereign Security Standard. - Namespace Rebranded: Global transition from CHERENKOV to CHERENKOV. - Architectural Enforcement: The "Trident of Truth" (MEISSNER, ABLATION, TOKAMAK) is now hardcoded into the orchestrator logic. - UI/UX Restoration: High-fidelity dashboard restored using Atomic Design principles. - CI/CD Stabilization: GitHub security scans fixed with upgraded CodeQL v3 and strict permission models.

2. System Architecture (The Trident of Truth)¶

Layer 1: MEISSNER (The Shield)¶

Type: Network Enforcement Layer.
Pattern: Fail-Closed Circuit Breaker.
Logic: Nginx/Docker-level isolation that drops all unauthorized outbound traffic.
Design Pattern: Proxy Pattern for request interception and Circuit Breaker (AIMD) for agent communication resilience.

Layer 2: ABLATION (Sovereignty)¶

Type: Data Sanitization & Redaction Engine.
Pattern: Strategy Pattern for redaction logic (Regex, NLP, Dictionary-based).
Data Structure: RedactionMap (A bidirectional hash map tracking original vs. redacted tokens for reconstruction in local-only nodes).

Layer 3: TOKAMAK (The Proof)¶

Type: Forensic Validation & TOKAMAKing.
Pattern: Command Pattern for executing security payloads.
Data Structure: TokamakTrace (A Pydantic model encapsulating proof execution details, logs, and a SHA-256 cryptographic signature).

3. Design Patterns & Engineering Excellence¶

Cognitive Patterns¶

Multi-Agent Orchestration (Swarm Architecture): Decoupling strategy (TENSOR) from execution (KINETIC) to prevent context poisoning.
AIMD Circuit Breaker: Prevents agent cascades during high latency or API failures.
Memory RAG: Local Qdrant instance for dialect-aware retrieval and CVE mapping.

Frontend Design Pattern: Atomic Design¶

Atoms: CyberButton, CyberBadge, PulseDot.
Molecules: StatCard, VulnCard.
Organisms: OperationsControl, ThreatIntelPanel.
Templates: MainLayout.
Rationale: Ensures high-fidelity UI reuse and separation of concerns between visual logic and operational stream.

Security Best Practices¶

Zero-Egress by Default: All sensitive computation remains on local hardware.
Forensic Integrity: Every finding is cryptographically signed and auditable.
Compliance Alignment: Hardcoded checks for EGY-FIN CSF and SAMA CSF frameworks.

4. Data Structures¶

Agent State Vector¶

class AgentState(BaseModel):
    id: str
    cognitive_load: float  # 0.0 to 1.0
    active_missions: List[str]
    last_trace_id: Optional[str]
    circuit_breaker_status: str  # OPEN, HALF_OPEN, CLOSED

TokamakTrace (Evidence Schema)¶

class TokamakTrace(BaseModel):
    timestamp: datetime
    finding_id: str
    poc_binary: bytes  # Local-only
    execution_log: str
    signature: str  # SHA-256(poc_binary + execution_log)

5. Development Roadmap & Phases¶

✅ Phase 1: Foundation & Sovereignization (COMPLETED)¶

[x] Global Namespace Rebrand (CHERENKOV -> CHERENKOV).
[x] Trident Architecture Implementation.
[x] ABLATION Redaction Engine Stabilization.
[x] High-Fidelity UI Restoration (Atomic Design).
[x] CI/CD Security Pipeline Fixes.

🚀 Phase 2: Swarm Optimization & Parallelism (IN PROGRESS)¶

[ ] Parallel Agent Execution: Implement Asyncio task orchestration for simultaneous scanning.
[ ] Slotting Logic: Dynamic resource allocation for agent swarm based on local hardware capability.
[ ] AIMD Refinement: Fine-tune multiplicative decrease triggers for local LLM inference.
[ ] Mobile & Web Scanners Integration: Formalize BaseScanner interface for all sub-modules.

🛡️ Phase 3: Production Hardening & Compliance¶

[ ] compliance-as-code: Automated mapping of findings to SAMA/DORA control IDs.
[ ] Forensic Audit Vault: Local-only SQLite WORM (Write Once Read Many) storage for traces.
[ ] Enterprise SSO/RBAC: Zero-trust access control for the local portal.

6. Action Items & Next Missions¶

Mission: Parallel Swarm Orchestration
Refactor HybridOrchestrator to support concurrent agent missions.
Implement hardware-aware slotting (CPU/NPU detection).
Mission: Scanner Formalization
Migrate all candidate scanners into src/cherenkov/scanners/ using the BaseScanner class.
Enforce TOKAMAK proof validation for each scanner type.
Mission: Documentation Deep-Dive
Finalize CONTRIBUTING.md and CODE_OF_CONDUCT.md with "Sovereign-First" guidelines.
Generate technical API documentation for the internal agent communication protocol.

CHERENKOV: Accuracy is the root of sovereignty.