{
  "id": "lib-process:software-architecture--performance-optimization",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "performance-optimization",
    "description": "Performance Optimization Process - Systematic performance improvement through profiling, bottleneck\nidentification, optimization design, implementation, and validation. Covers application, database, and infrastructure\nperformance with data-driven decision making.",
    "libraryPath": "library/specializations/software-architecture/performance-optimization.js",
    "specialization": "software-architecture",
    "references": [
      "- Performance Engineering: https://www.infoq.com/articles/performance-engineering/\n- Optimization Patterns: https://martinfowler.com/articles/patterns-of-distributed-systems/\n- APM Best Practices: https://www.datadoghq.com/knowledge-center/apm/\n- Database Performance: https://use-the-index-luke.com/"
    ],
    "example": "const result = await orchestrate('specializations/software-architecture/performance-optimization', {\n  systemName: 'E-commerce Platform',\n  performanceGoals: {\n    latency: { p95: 200, p99: 500 },\n    throughput: { rps: 1000 },\n    resourceUsage: { cpu: 70, memory: 80 }\n  },\n  optimizationScope: 'full-stack',\n  targetImprovement: 30\n});",
    "usesAgents": [
      "performance-engineer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "skill-area:caching-strategies",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "topic:design-patterns",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "role:principal-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "role:sre",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "workflow:technical-debt-reduction",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "specialization:software-architecture",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--performance-optimization",
      "to": "lib-agent:software-architecture--performance-engineer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}