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Agent-to-Agent (A2A) task routing system with audit trails, policy engine, reputation tracking, and gateway

Project description

Empire A2A (Agent-to-Agent) Task Routing System

A production-grade Agent-to-Agent (A2A) task routing system with persistent storage, audit trails, policy enforcement, reputation tracking, cross-node transport, task composition, scheduling, caching, multi-tenant isolation, and external SDK/observability.

Features

  • Capability-Based Routing: Route tasks to agents based on capabilities, load, cost, latency, affinity, or round-robin
  • Persistent Storage: SQLite-backed task storage with WAL mode for concurrent access
  • Tamper-Evident Audit Trails: SHA-256 chained audit logs with integrity verification
  • Full Lifecycle Tracking: 10-state task machine with persistence hooks and timeout recovery
  • Policy Engine: Hot-reloadable YAML policies with ALLOW/DENY/REQUIRE rules and budget caps
  • Reputation System: Exponential decay scoring with sliding window metrics and p50/p95 latency tracking
  • Mesh Transport: Cross-node HTTP transport via Tailscale with retry/backoff and circuit breaking
  • Task Composition: DAG decomposition with topological sort and 6 aggregation strategies
  • Scheduler: Cron expression parser with shortcuts (@hourly, @daily, etc.) and jitter support
  • Result Cache: Hash-based cache with per-capability TTLs and automatic invalidation
  • Multi-Tenant Isolation: Workspace-based isolation with explicit cross-workspace allowlists
  • Client SDK: Sync and async clients with HMAC request signing
  • Observability: Prometheus metrics endpoint and deep health checks
  • Gateway Service: FastAPI REST/WebSocket service with HMAC authentication and rate limiting

Installation

pip install imperial-a2a

For development dependencies:

pip install imperial-a2a[dev]

For async client:

pip install imperial-a2a[async]

For full gateway:

pip install imperial-a2a[gateway]

Quick Start

from imperial_a2a import (
    get_a2a_router,
    get_lifecycle,
    get_audit_trail,
    get_policy_engine,
    get_reputation_engine,
    get_task_store,
    A2AClient,
    sign_request
)

# Initialize components
router = get_a2a_router()
lifecycle = get_lifecycle()
audit = get_audit_trail()
policy = get_policy_engine()
reputation = get_reputation_engine()
store = get_task_store()

# Register an agent capability
router.register_agent_capability(
    agent_id="agent-001",
    capability=AgentCapability(
        agent_id="agent-001",
        capability_id="text-summarization",
        description="Summarizes text documents",
        input_schema={"type": "object", "properties": {"text": {"type": "string"}}},
        output_schema={"type": "object", "properties": {"summary": {"type": "string"}}},
        cost_per_task=0.001,
        avg_latency_ms=500,
        max_concurrent=5
    )
)

# Submit a task via client
client = A2AClient(gateway_url="http://localhost:8000")
result = client.submit_task(
    capability_id="text-summarization",
    input_data={"text": "Long document to summarize..."},
    priority=TaskPriority.NORMAL
)

# Check task status
status = client.get_task_status(result.task_id)

Running the Gateway

uvicorn imperial_a2a.gateway:create_gateway --host 0.0.0.0 --port 8000

Configuration

The policy engine loads YAML configuration from empire/config/a2a_policy.yaml by default:

version: 1
rules:
  - effect: DENY
    scope: GLOBAL
    when:
      agent_id: "blocked-agent-001"
    description: "Block specific agent"
  - effect: REQUIRE
    scope: CAPABILITY
    when:
      capability_id: "high-risk-operation"
    then:
      - effect: DENY
        when:
          reputation_score: {"<": 0.5}
        description: "Require good reputation for high-risk ops"
budgets:
  - agent_id: "agent-001"
    capability_id: "premium-service"
    daily_limit: 100.0
    description: "Daily budget for premium service"

API Endpoints

Gateway (/)

  • POST /tasks - Submit a new task
  • GET /tasks/{task_id} - Get task status
  • GET /tasks - List tasks with filters
  • POST /tasks/{task_id}/cancel - Cancel a task
  • GET /agents/{agent_id} - Get agent info
  • GET /capabilities - List capabilities
  • GET /health - Basic health check
  • GET /health/deep - Deep health check (503 if unhealthy)
  • GET /metrics - Prometheus metrics
  • WS /ws/{client_id} - WebSocket for real-time updates

Observability

  • Prometheus metrics available at /metrics endpoint
  • Deep health checks at /health/deep
  • Structured JSON logging available via setup_structured_logging()

Testing

Run the test suite:

pytest empire/tests/ -v

License

MIT License - see LICENSE file for details.

Empire Integration

This A2A system is designed to integrate with the Nano Empire AI operating system. It exposes metrics and health endpoints that can be scraped by the empire observability system.

For integration with the empire dashboard, see empire/viz/empire_dashboard.py which includes A2A-specific health checks and metrics.

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