Integration Guides
Add TraceHawk to your agent framework in 2 lines. No code changes required beyond initialization.
Claude Code
NewPythonFull session tracing — every MCP tool call, token cost, and decision timeline.
LangGraph
PopularPythonEvery node, LLM call, and tool invocation traced. Full graph waterfall.
Vercel AI SDK
TypeScriptTrace generateText, streamText, and tool calls in Next.js and Node.
CrewAI
PythonMulti-agent tracing — every agent, task, and tool with cost attribution.
OpenAI Agents SDK
PythonHandoffs, tool calls, guardrails, and MCP servers in one trace.
OTEL Dual-Write
NewAnySend spans to both TraceHawk and Datadog, Grafana, or Honeycomb simultaneously. One env var.
Don't see your framework?
TraceHawk supports any framework that uses OpenTelemetry — OpenLLMetry instruments LangChain, LlamaIndex, AutoGen, Haystack, and more automatically.
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