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Reference#

Exact command, SDK, configuration, policy, and trace contracts. For a guided first run, begin with Getting started.

  • CLI
    • Start and configure
    • Capture and import
    • Baseline and gate
  • SDK
    • @trace
    • traced_run
    • has_active_run
    • record_llm_call
    • record_tool_call
    • record_state
    • Example: tracing a ReAct-style agent loop
    • Implicit runs (MAIDA_IMPLICIT_RUN=1)
    • Redaction and truncation
  • Configuration
    • Precedence
    • Settings
    • Full YAML example
    • Safe-by-default local traces
  • Policy v2
    • Metric kinds
    • Direction and reporting
    • Composition and stopping
    • Immutable baseline capture
    • Version streams
    • v1 migration
  • Trace format
    • Run storage layout
    • Span envelope (all spans)
    • Event types
    • Payload schemas by event type
    • meta.json schema
    • Versioning note
  • External emitter guide
    • Minimal completed trace
    • Required fields
    • Optional enrichments
    • Main thread and Subthreads
    • Validation and Exit codes
    • Versioning and Breaking changes
  • Architecture
    • Span schema
    • Storage layout
    • Viewer API
    • UI overview
    • Guardrails
    • Live-refresh viewer
    • Integration architecture
    • Loop detection

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Importing Langfuse traces

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CLI reference