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TraceRoot integrates with popular LLM providers and agent frameworks via auto-instrumentation — every call is captured as a span with no code changes beyond initialization.

SDK

Python SDK

The core SDK for tracing, decorators, and manual instrumentation.

Frameworks

LangChain / LangGraph

Auto-instrument agent steps, tool calls, and LLM invocations.

Model Providers

OpenAI

Chat Completions and Responses API.

Anthropic

Messages API.

Internal Model Providers

TraceRoot provides a set of built-in models that power the AI agent — used for trace analysis, root cause analysis, and automated fix PR generation. No API key needed to get started.

Supported Models

Browse the full list of built-in models, and learn how to use your own via BYOK.