{
  "id": "skill-area:connection-pool-tuning",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-expanded.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Connection Pool Tuning",
    "description": "Configuring and optimizing database connection pools — pool sizing\nformulas, connection lifecycle, PgBouncer/ProxySQL, leak detection,\nand load-aware scaling for high-throughput systems.\n",
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:connection-pool-tuning",
      "to": "domain:databases",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:connection-pool-tuning",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:connection-pool-tuning",
      "to": "skill-area:postgres-tuning",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "specialization:database-internals",
      "to": "skill-area:connection-pool-tuning",
      "kind": "contains"
    },
    {
      "from": "role:database-engineer",
      "to": "skill-area:connection-pool-tuning",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "workflow:database-failover-drill",
      "to": "skill-area:connection-pool-tuning",
      "kind": "requires_skill_area",
      "attributes": {}
    }
  ]
}