README.md

🛡️ YOO AGENT: Zero-Trust Enterprise Multi-Agent Framework

Secure • Federated • Edge-Optimized

Yoo!! AGENT WEBSITE: https://yooagent.com/

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How It Works

Zero-Trust Security Protocol

sequenceDiagram
    participant AgentA
    participant PolicyEngine
    participant CertificateAuthority

    AgentA->>+PolicyEngine: Request Task Execution (JWT)
    PolicyEngine->>+CertificateAuthority: Validate mTLS Cert (OCSP)
    CertificateAuthority-->>-PolicyEngine: Cert Status + CRL
    PolicyEngine->>AgentA: Attestation Result (Allow/Deny)
    AgentA->>EdgeNode: Execute Task (Encrypted Payload)
    EdgeNode-->>AgentA: Result + Audit Log (PKCS#7 Signed)

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Federated Learning Workflow

flowchart LR
    subgraph Clients
        A[Edge Device 1] -->|Encrypted Gradients| C[Aggregator]
        B[Edge Device 2] -->|Encrypted Gradients| C
        D[Cloud Instance] -->|Encrypted Gradients| C
    end

    C -->|CKKS Homomorphic Aggregation| E[Global Model]
    E --> F{Model Signing}
    F -->|TPM-based Signature| G[Model Registry]
    G --> H[Deployment Pipeline]

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Edge-Optimized Agent Lifecycle

stateDiagram-v2
    [*] --> Provisioned: Secure Boot (UEFI Signed)
    Provisioned --> Authenticated: mTLS Handshake
    Authenticated --> PolicyLoaded: OPA Bundle Fetch
    PolicyLoaded --> Active: Heartbeat Established
    
    state Active {
        [*] --> Processing: Receive Encrypted Task
        Processing --> Validating: Zero-Knowledge Proof
        Validating --> Executing: WASM Sandbox
        Executing --> Reporting: Secure Telemetry
    }
    
    Active --> Degraded: Resource Exhaustion
    Degraded --> Healed: Auto-Scaling Trigger
    Healed --> Active

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🚀 Overview

YOO AGENT is an enterprise-grade framework for building secure multi-agent systems that enable:

• 🔒 Zero-trust architecture with mTLS/OPA/JWT/RBAC
• 🤝 Federated collaboration via encrypted model aggregation
• ⚡ 8MB-edge deployment with ONNX/TFLite quantization
• 🧩 Kubernetes-native orchestration across hybrid clouds

Use Cases: Secure IoT fleets • Confidential AI pipelines • HIPAA-compliant data sharing

🌟 Features

Security First

Module	Technology Stack	Compliance
Mutual TLS	X.509 CRL/OCSP Stapling	NIST SP 800-207
Policy Engine	Rego/OPA	ISO 27001
Audit Logs	PKCS#7 Signatures	GDPR Art.30

Enterprise Ready

# Single-command edge deployment
$ yoo-agent deploy --memory 8MB --platform jetson-nano

🧩 Architecture

graph TD
  A[Zero-Trust Layer] -->|mTLS| B(Federated Data Plane)
  B --> C{CRDT-Based State Sync}
  C --> D[Edge Agent]
  C --> E[Cloud Agent]
  D --> F[ONNX Runtime]
  E --> G[Kubernetes Operator]

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⚙️ Installation

# 1. Install core
pip install yoo-agent==1.0.0 --extra-index-url https://pypi.trusted.yoo

# 2. Verify FIPS mode
openssl version  # Requires OpenSSL 3.0+

🔧 Data Flow Example

# Secure federated learning round
from yoo_agent import FederatedLoop

loop = FederatedLoop(
    model=resnet18(),
    aggregator='homomorphic',
    clients=100,
    rounds=50,
    security={
        'mtls': True,
        'model_signing': 'tpm2_0'
    }
)

# Start encrypted training
loop.run(
    train_data=encrypted_dataset,
    val_data=public_val_set,
    max_mem='8MB' 
)

💡 Why YOO AGENT?

• 10x Faster encrypted inference vs. baseline (see benchmarks)
• Zero Compliance Gaps with pre-certified modules
• True Hybrid Deploy from Raspberry Pi to AWS Snow Family

📜 License

Apache 2.0 © 2025 YOO AGENT Team