dof-sdk 0.5.0

Deterministic Observability Framework — formal governance, privacy benchmarks, and adversarial testing for multi-agent LLM systems

DOF — Sovereign Agent Mesh

v0.5.0 · Phase 5 Autonomous Operations · Medellín, Colombia 🛡️

DOF (Deterministic Observability Framework) is a sovereign multi-LLM agent mesh. It routes tasks across 8+ AI providers, enforces deterministic governance (Z3 proofs), and executes financial strategies (SAM Engine) with zero cloud dependencies.

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⚡ Quick Start: Zero to Sovereign in 2 Lines

Deployment is optimized for Phase 5 (Autonomous Operations).

📥 1. Minimal Installation

git clone https://github.com/jquiceva/equipo-de-agentes.git && cd equipo-de-agentes
cp .env.example .env && docker-compose up -d --build

[!TIP] Citadel Mode: Running via Docker ensures your code is READ-ONLY, preventing autonomous agents from self-modifying or persisting unauthorized changes.

🛡️ 2. The Power of One-Liner (Python SDK)

Integrate state-of-the-art AI security and governance into any app with a single line:

from dof.quick import verify; print(verify("AI Output content here"))

This line instantly triggers 7 layers of security checking against the Mesh Constitution.

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💎 Phase 5 Operational Modules

Feature	Description	Status
SAM Yield Engine	Autonomous yield farming on Avalanche & Conflux	✅ LIVE
Effort Levels	Dynamic reasoning depth (Low → Max/R1)	✅ LIVE
MeshGuardian	Deterministic Z3 governance enforcer	✅ PROVEN
Sovereign Vault	Zero-dependency, air-gapped memory	✅ ACTIVE

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🛠️ Minimal Usage

Run the Swarm (Multi-Model)

# Wake up the API providers (Cerebras, DeepSeek, SambaNova, etc.)
python3 core/api_node_runner.py --daemon

# Start the Autonomous Planner (scans repo, dispatches work)
python3 core/autonomous_planner.py --interval 60

Integrated Dashboard

# Launch the Mission Control Panel (SAM Yield Engine + Health)
streamlit run interfaces/streamlit_dashboard.py

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📖 Resource Index

• ARCHITECTURE.md: Full module map, 7-layer security stack, and system design.
• AGENTS.md: The Sovereign Team Constitution (Immutable Rules).
• SECURITY.md: Hardening guides and threat models.
• SAM_ENGINE.md: Financial operations and yield strategies.

Author

Juan Carlos Quiceno Vasquez Building the first deterministic multi-model AGI mesh. Legion never sleeps.