{
  "schema_version": "openagent.agent_resource_packet.v1",
  "id": "res_langfuse",
  "slug": "langfuse",
  "name": "Langfuse",
  "canonical_url": "https://www.openagent.bot/tools/langfuse",
  "category": "tools",
  "resource_type": "tool",
  "summary": "Langfuse is a source-available LLM engineering platform that helps teams observe, evaluate, and improve LLM and agent applications with traces, metrics, prompts, datasets, and integrations.",
  "capabilities": [
    "workflow",
    "state"
  ],
  "constraints": [
    "source-available"
  ],
  "scenarios": [
    "self-hosted-ai"
  ],
  "deployment_modes": [
    "self_hosted",
    "cloud"
  ],
  "interfaces": [
    "repo",
    "docs"
  ],
  "integrations": [],
  "permission_surface": [
    "shell/files"
  ],
  "risk_level": "moderate",
  "source_confidence": "high",
  "recommended_workflows": [
    "Coding agent workflow",
    "Evaluation and observability",
    "Local or private AI stack",
    "Reusable skill workflow"
  ],
  "avoid_when": [
    "Tiny prototypes that do not need observability yet",
    "Teams that want a purely local CLI-only evaluation workflow"
  ],
  "primary_actions": [
    "Inspect repository",
    "Open Homepage"
  ],
  "evidence_urls": [
    "https://github.com/langfuse/langfuse",
    "https://langfuse.com/docs"
  ],
  "last_verified_at": "2026-06-02",
  "machine_readable": {
    "json_url": "https://www.openagent.bot/tools/langfuse.json",
    "markdown_url": "https://www.openagent.bot/tools/langfuse.md",
    "agent_json_url": "https://www.openagent.bot/tools/langfuse.agent.json"
  }
}