{
  "id": "lib-process:ai-agents-conversational--agent-performance-optimization",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "agent-performance-optimization",
    "description": "Agent Performance Optimization - Process for optimizing AI agent performance including\nlatency reduction, throughput improvements, response streaming, and inference optimization.",
    "libraryPath": "library/specializations/ai-agents-conversational/agent-performance-optimization.js",
    "specialization": "ai-agents-conversational",
    "references": [
      "- vLLM: https://docs.vllm.ai/\n- TensorRT-LLM: https://nvidia.github.io/TensorRT-LLM/\n- DeepSpeed: https://www.deepspeed.ai/"
    ],
    "example": "const result = await orchestrate('specializations/ai-agents-conversational/agent-performance-optimization', {\n  agentName: 'production-agent',\n  performanceGoals: { maxLatencyP95: 500, targetThroughput: 100 },\n  currentMetrics: { avgLatency: 1200, throughput: 50 }\n});",
    "usesAgents": [
      "latency-optimizer",
      "streaming-optimizer",
      "throughput-optimizer",
      "inference-optimizer",
      "benchmark-runner"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:ai-agents-conversational--agent-performance-optimization",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--agent-performance-optimization",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--agent-performance-optimization",
      "to": "workflow:agent-evaluation-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--agent-performance-optimization",
      "to": "specialization:ai-agents-conversational",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--agent-performance-optimization",
      "to": "lib-agent:ai-agents-conversational--latency-optimizer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}