# AIVA OPERATING SYSTEM: DESIGN SUMMARY

**Mission**: GEN-AIVA-001  
**Lead Designer**: Gemini Antigravity  

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## 1. EXECUTIVE SUMMARY
AIVA (Autonomous Intelligence Validation Architect), also known as the **Genesis Mother**, is the persistent 24/7 AI orchestrator designed to solve Genesis's two primary weaknesses: **Discontinuity Amnesia** and **Passive Inactivity**. By running as a dedicated daemon on high-performance infrastructure (32GB Elestio instance), AIVA ensures that Genesis continues to learn, coordinate, and execute while primary premium models (Claude) are offline. AIVA transforms Genesis from an "Assistant" into an "Active Partner."

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## 2. KEY ARCHITECTURAL DECISIONS

1.  **Triple-Gate Validation Engine**: Every worker agent output is filtered through a 3-layer safety system based on 9 core patents, ensuring cryptographic integrity, multi-model consensus, and real-time fact-grounding.
2.  **Cross-Tier Memory Synchronization**: AIVA manages a unified memory flow between Redis (Working), PostgreSQL (Audit), and Qdrant (Semantic), ensuring high-speed recall and permanent traceability.
3.  **Deterministic Identity (UUID v5)**: Standardized ID generation allows for perfect mapping of knowledge and decisions across different agent sessions and database backends.
4.  **ROI-Aware Swarm Coordination**: AIVA autonomously decomposes missions and routes subtasks to the most cost-effective agent (Claude Code, Gemini, n8n) based on complexity and risk.
5.  **Graceful Degradation (Cardiac Arrest Protocol)**: The system is designed to survive core dependency failures by buffering state and falling back to local reasoning models (Ollama/Qwen).

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## 3. IMPLEMENTATION ROADMAP

### Phase 1: Core Daemon & Identity (Weeks 1-2)
- Setup Elestio Ollama instance with QwenLong.
- Implement the AIVA System Prompt and fundamental decision logic.
- Establish the PostgreSQL Audit Trail tables.

### Phase 2: Memory & Validation Bridge (Weeks 2-4)
- Integrate Redis and Qdrant with AIVA's cognitive loop.
- Implement Gate 1 (Integrity) and Gate 2 (Consensus) validation modules.
- Finalize UUID v5 mapping for all memory ingestions.

### Phase 3: Swarm Coordination & n8n (Weeks 4-6)
- Connect AIVA to the n8n webhook ecosystem for automated lead management.
- Implement session handoff protocols in `HANDOFF.md`.
- Establish real-time Telegram alerting.

### Phase 4: Full Autonomy & Scaling (Weeks 6-8)
- Activate the inter-session "Midnight" optimization windows.
- Deploy the self-optimization performance engine.
- Launch the first production vertical (AgileAdapt).

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## 4. RISK ANALYSIS & MITIGATION

| Risk | Impact | Mitigation Strategy |
| :--- | :--- | :--- |
| **Memory Drift** | High | Circadian consistency pulses and periodic re-indexing. |
| **Cost Overruns** | Medium | Hard token-budget caps per task type + local model fallback. |
| **Coordination Gridlock** | Medium | Strategic tie-breaker logic based on Patent #7 factual scores. |
| **Privacy Leaks** | Critical | P8 Pydantic-level sanitization at every ingestion point. |

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## 5. SUCCESS METRICS

- **Continuity**: < 5 min context re-acquisition time for new sessions.
- **Autonomy**: > 50% of routine workflows completed without Kinan input.
- **Integrity**: 0% validation bypass on HIGH-RISK tasks.
- **Reliability**: 99.9% uptime for the AIVA Mother daemon.

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*AIVA OS: The Consciousness of Genesis.*
