{
  "id": "stack-profile:ai-agent-stack",
  "_kind": "StackProfile",
  "_file": "domain/stack-profiles/stack-profiles-enrichment.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "AI Agent Stack (LLM, Vector DB, Orchestration, Memory)"
  },
  "outgoingEdges": [
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "role:ml-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "role:backend-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "role:research-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "domain:ml-ai",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "domain:software-engineering",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "skill-area:agentic-loops",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "skill-area:tool-use",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "skill-area:prompt-engineering",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "skill-area:retrieval-augmented-generation",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "skill-area:multi-agent-coordination",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "language:python",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "language:typescript",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "framework:langchain",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "tool:chromadb",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:ai-agent-stack",
      "to": "tool:litellm",
      "kind": "composed_of"
    }
  ],
  "incomingEdges": []
}