{
  "id": "ecs",
  "display_name": "Amazon ECS (Fargate)",
  "status": "ga",
  "launched": "2017-11-01",
  "service_card": "ecs.md",
  "hard_constraints": [],
  "affinities": {
    "session_duration": { "under_15min": 1, "15min_to_8hr": 3, "over_8hr": 4, "unknown": 2 },
    "traffic_pattern": { "bursty": 1, "steady": 5, "idle": 0, "unknown": 2 },
    "platform_fit": { "ecs": 4, "eks": 1, "lambda": 0, "none": 2, "unknown": 2 },
    "session_state": { "stateless": 3, "stateful": 3, "hitl": 1, "unknown": 2 },
    "ops_preference": { "minimal": 1, "moderate": 3, "full_control": 3, "unknown": 2 },
    "isolation": { "required": 2, "nice_to_have": 2, "not_needed": 2, "unknown": 2 },
    "memory_needs": { "cross_session": 1, "session_only": 2, "none": 2, "unknown": 2 },
    "multi_agent": { "yes": 2, "no": 2, "unknown": 2 },
    "framework": { "strands": 2, "langgraph": 2, "crewai": 2, "custom": 3, "none": 1, "unknown": 2 },
    "existing_cluster": { "eks": 1, "ecs": 5, "none": 2, "unknown": 2 },
    "multi_cloud": { "yes": 2, "no": 2, "unknown": 2 },
    "idle_resume": { "process_level": 1, "filesystem": 1, "none": 2, "unknown": 2 },
    "compute_tier": { "light": 1, "heavy_non_gpu": 4, "gpu": 5, "unknown": 2 },
    "launch_concurrency": { "high": 3, "moderate": 2, "low": 2, "unknown": 2 },
    "instance_type_requirement": { "yes": 4, "no": 2, "unknown": 2 }
  },
  "deployment_models": [],
  "volatile_facts": [{ "key": "regions", "value": "all", "verify_via_mcp": false }]
}