{
  "id": "lib-process:software-architecture--data-architecture-design",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "data-architecture-design",
    "description": "Data Architecture Design - Design comprehensive data architecture including data models,\nstorage technologies, data flow patterns, governance policies, security measures, and migration strategies\nwith quality gates and iterative refinement.",
    "libraryPath": "library/specializations/software-architecture/data-architecture-design.js",
    "specialization": "software-architecture",
    "references": [
      "- Designing Data-Intensive Applications by Martin Kleppmann: https://dataintensive.net/\n- Data Architecture: A Primer for the Data Scientist: https://www.oreilly.com/library/view/data-architecture-a/9780128025109/\n- The Data Warehouse Toolkit by Ralph Kimball: https://www.kimballgroup.com/data-warehouse-business-intelligence-resources/books/\n- Data Modeling Made Simple by Steve Hoberman: https://www.dataversity.net/data-modeling-made-simple/"
    ],
    "example": "const result = await orchestrate('specializations/software-architecture/data-architecture-design', {\n  projectName: 'E-Commerce Platform',\n  requirements: { dataVolumeTB: 5, transactionsPerSecond: 10000, analyticsRequirements: true },\n  existingArchitecture: { databases: ['PostgreSQL', 'MongoDB'], dataWarehouse: 'Snowflake' },\n  constraints: { budget: '$100K/year', compliance: ['GDPR', 'PCI-DSS'], timeline: '6 months' }\n});",
    "usesAgents": [
      "data-architect"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:software-architecture--data-architecture-design",
      "to": "skill-area:serialization-deserialization",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--data-architecture-design",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:software-architecture--data-architecture-design",
      "to": "topic:domain-driven-design",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--data-architecture-design",
      "to": "topic:database-sharding",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:software-architecture--data-architecture-design",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--data-architecture-design",
      "to": "role:architect",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--data-architecture-design",
      "to": "role:data-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:software-architecture--data-architecture-design",
      "to": "workflow:architecture-decision-record",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--data-architecture-design",
      "to": "specialization:software-architecture",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:software-architecture--data-architecture-design",
      "to": "lib-agent:software-architecture--data-architect",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}