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Agentic AI Atlas · Backend Data Persistence
skill-area:backend-data-persistencea5c.ai
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SkillArea JSON

skill-area:backend-data-persistence

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Backend Data Persistence json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/skill-areas/skill-areas-technical-depth.yamlCluster · domain
Record JSON
{
  "id": "skill-area:backend-data-persistence",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-technical-depth.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Backend Data Persistence",
    "description": "Selecting and integrating data stores — relational (PostgreSQL, MySQL),\ndocument (MongoDB), key-value (Redis), and search (Elasticsearch) —\nwith backend services. Covers connection pooling, migration strategies,\nquery optimization, and multi-store architectures.\n",
    "domains": [
      "specialization:backend-development"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:backend-data-persistence",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:backend-data-persistence",
      "to": "skill-area:caching-strategies",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:backend-data-persistence",
      "to": "skill-area:backend-async-processing",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:backend-data-persistence",
      "to": "skill-area:search-infrastructure",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:backend-data-persistence",
      "to": "skill-area:database-drivers-connectors",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:backend-data-persistence",
      "to": "skill-area:object-relational-mapping",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:backend-data-persistence",
      "to": "skill-area:database-migrations-zero-downtime",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:backend-data-persistence",
      "to": "skill-area:postgres-tuning",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:backend-data-persistence",
      "to": "skill-area:graph-databases",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "framework:supabase",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_by_skill_area",
      "attributes": {}
    },
    {
      "from": "library:hibernate",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:hive",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:isar",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:drift",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:entity-framework",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:dapper",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:efcore-migrations",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:ecto",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:pgx",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:sqlx-go",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:sqlx-rust",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:sea-query",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:gorm",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:gorm-v2",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:sqlx-pg",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:diesel-rs",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:spring-data",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:exposed",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:mongoose",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_for"
    },
    {
      "from": "library:doctrine",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:eloquent",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:room",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:redis-py",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:flask-sqlalchemy",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:alembic",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:sea-orm",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:doobie",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:slick",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:knex",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_for"
    },
    {
      "from": "library:sequelize",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_for"
    },
    {
      "from": "library:typeorm",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_for"
    },
    {
      "from": "library:mikro-orm",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_for"
    },
    {
      "from": "library:objection",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_for"
    },
    {
      "from": "library:kysely",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_for"
    },
    {
      "from": "library:drizzle-orm",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_for"
    },
    {
      "from": "library:prisma",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_for"
    },
    {
      "from": "library:sqlalchemy",
      "to": "skill-area:backend-data-persistence",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "stack-profile:monorepo-fullstack",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:geospatial-analytics",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:graphql-api-platform",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:project-management-app",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:crm-customer-platform",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:high-perf-api-server",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:multi-tenant-saas-backend",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:event-sourcing-cqrs",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:enterprise-service-bus",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:government-portal",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:podcast-network",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:photo-gallery-dam",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:music-streaming-backend",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:online-exam-assessment",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:lab-information-system",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:forum-discussion-board",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:wiki-knowledge-base",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:social-network-backend",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:identity-governance",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:ab-testing-platform",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:url-shortener-link-analytics",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:file-storage-object-gateway",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:haskell-web-service",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:scala-akka-microservice",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:ocaml-web-backend",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:crystal-web-app",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:fsharp-web-api",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:clojure-ring-service",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:clean-architecture-stack",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:approval-workflow-engine",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:django-htmx",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:go-gin-postgres",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:rails-stack",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:rust-axum-sqlx",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:mean-stack",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:go-grpc-postgres",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:fastapi-postgres",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:spring-boot-stack",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:rust-actix-postgres",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:elixir-phoenix-postgres",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:kotlin-ktor-exposed",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:remix-prisma-stack",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:htmx-go-stack",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:lamp-stack",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:t3-stack",
      "to": "skill-area:backend-data-persistence",
      "kind": "requires_skill_area"
    },
    {
      "from": "tool:psql",
      "to": "skill-area:backend-data-persistence",
      "kind": "used_for",
      "attributes": {}
    },
    {
      "from": "lib-agent:software-architecture--data-architect",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:web-development--backend-developer",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "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:web-development--mongodb-schema-design",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:web-development--postgresql-database-design",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:web-development--prisma-orm-integration",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:software-architecture--db-query-analyzer",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:web-development--drizzle",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:web-development--mongodb",
      "to": "skill-area:backend-data-persistence",
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      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:web-development--postgresql",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:web-development--prisma-orm",
      "to": "skill-area:backend-data-persistence",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    }
  ]
}

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