iiRecord
Agentic AI Atlas · specialization:database-internals
specialization:database-internalsa5c.ai
II.
Specialization JSON

specialization:database-internals

Structured · live

specialization:database-internals json

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

File · domain/specializations/spec-tool-bridges.yamlCluster · domain
Record JSON
{
  "id": "specialization:database-internals",
  "_kind": "Specialization",
  "_file": "domain/specializations/spec-tool-bridges.yaml",
  "_cluster": "domain",
  "attributes": {},
  "outgoingEdges": [
    {
      "from": "specialization:database-internals",
      "to": "tool:psql",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:database-internals",
      "to": "tool:elasticsearch",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:database-internals",
      "to": "domain:databases",
      "kind": "specializes"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:query-optimizer-internals",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:storage-engine-design",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:index-design",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:transaction-isolation",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:MVCC",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:write-ahead-logging",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:compaction-strategies",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:column-store-design",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:time-series-database-design",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:graph-database-design",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:document-store-design",
      "kind": "contains"
    },
    {
      "from": "specialization:database-internals",
      "to": "skill-area:connection-pool-tuning",
      "kind": "contains"
    }
  ],
  "incomingEdges": []
}