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Library / SDK Observability & Evaluation

Langfuse

1Open-source 2observability 3and 4analytics 5for 6LLMs.

the six Ws · specification

W1 Who

Open-source project with a managed cloud.

W2 What

Traces, evaluates, and monitors LLM application behavior.

W3 Where

Self-hosted or Langfuse Cloud.

W4 When

When you need visibility into production LLM apps.

W5 Why

Turns opaque agent runs into debuggable traces.

W6 With

SDK instrumentation in your application.

ObservabilityTracingAnalytics

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.