The Deterministic Foundation for Autonomous Agency

A Joint Release by VelonLabs & @Aeonsage

1. The Sovereign Thesis

AeonSage is a Layer-2 Cognitive Fabric engineered to solve the entropy problem of autonomous agents. Unlike stochastic "chatbot" frameworks, AeonSage provides a Deterministic Runtime Environment rooted in three axioms: Identity, Security, and Economics.

graph TD
    subgraph "Legacy (Entropy)"
        A[Stochastic LLM Wrappers]
        B[Leaked Intent]
        C[Unbounded Cost]
        D[Identity Spoofing]
        A --> B
        A --> C
        A --> D
    end

    subgraph "AeonSage (Sovereignty)"
        E[Deterministic Runtime]
        F[VDID Identity]
        G[Local Cognitive Router]
        H[God Key Protocol]
        E --> F
        E --> G
        E --> H
    end

    A -.->|Transformation| E
    
    style E fill:#0078D6,stroke:#333,stroke-width:2px,color:white
    style F fill:#E8471C,stroke:#333,stroke-width:2px,color:white
    style G fill:#107C10,stroke:#333,stroke-width:2px,color:white
    style H fill:#5C2D91,stroke:#333,stroke-width:2px,color:white

2. Architectural Specifications

2.1 The Cognitive Kernel (OpenSage)

The Sovereign Cognitive Router acts as a local-first decision engine, evaluating task complexity before routing. This architecture ensures zero telemetry for sensitive internal reasoning.

sequenceDiagram
    participant User
    participant Router as Sovereign Router
    participant Oracle as Local Oracle (SLM)
    participant Cloud as Cloud LLM (Tier 3)
    
    User->>Router: Submit Task
    Router->>Oracle: Analyze Complexity & Intent
    Oracle-->>Router: <Score: 0.85> (High Complexity)
    
    alt Score < 0.4 (Reflex)
        Router->>Router: Execute Locally (Groq/Local)
    else Score > 0.7 (Synthesis)
        Router->>Cloud: Route to SOTA Model (VDID Signed)
        Cloud-->>Router: Response
    end
    
    Router->>User: Deterministic Output

2.2 Defense-in-Depth Protocols

| Component | Mechanism | Objective | | :--- | :--- | :--- | | The God Key | WebSocket Kill Switch | < 50ms Global Process Termination | | VDID | did:vdid Cryptographic Signatures | Non-Repudiation & Forensic Audit | | Air-Gap Mode | Local Vector Store (ChromaDB) | Zero-Telemetry Operations |

3. Cognitive Economics

Optimistic Cascading Logic drastically reduces operational overhead by routing tasks to the most efficient tier.

| Cognitive Tier | Model Class | Cost Basis | Utilization Target | | :--- | :--- | :--- | :--- | | Tier 1 (Reflex) | Local SLM / Groq | ~$0.05 / 1M | 60% of Traffic | | Tier 2 (Reasoning) | GPT-4o-mini | ~$0.15 / 1M | 30% of Traffic | | Tier 3 (Synthesis) | Claude 3.5 / o1 | ~$15.00 / 1M | 10% of Traffic |

4. Integration Standards

The Channel Abstraction Layer unifies state management across heterogeneous networks.

| Network Protocol | Integration Method | Security Context | | :--- | :--- | :--- | | Telegram | MTProto Wrapper | VDID-Signed Payloads | | Discord | OAuth2 Gateway | Role-Based Access Control (RBAC) | | WhatsApp | Baileys (WebSocket) | End-to-End Encryption Preserved | | Signal | Libsignal Client | Local Decryption Only | | Terminal | TUI Dashboard | Root / Sudo Context |

5. Deployment Protocol

Initialization Sequence

graph LR
    A[Clone Repo] --> B[Hydrate Dependencies]
    B --> C[Compile Core]
    C --> D[Ignite Gateway]
    
    style A fill:#f9f,stroke:#333,stroke-width:2px
    style D fill:#bbf,stroke:#333,stroke-width:2px

# 1. Clone Sovereign Repository
git clone https://github.com/velonone/Aeonsage.git

# 2. Hydrate Dependencies
corepack enable && pnpm install

# 3. Compile Core
pnpm build

# 4. Ignite Gateway
pnpm aeonsage gateway

6. Strategic Ecosystem

AeonSage is the convergence of high-integrity sovereign technologies.