Integrations
Works with what you already use.
Drop-in adapters for major model providers, agent frameworks, computer-use libraries, and the telemetry stack you ship today.
Model providers
OpenAI
wrap_openaiPatches the OpenAI SDK to auto-emit llm steps with token usage.
Setup →
Anthropic
wrap_anthropicPatches the Anthropic SDK to capture model, latency, and stop reason.
Setup →
Google AI
wrap_google_aiVertex and Gemini calls flow through obsrv as llm steps.
Setup →
Mistral
wrap_mistralToken usage and latency surfaced for every Mistral call.
Setup →
Frameworks
LangChain
ObsrvCallbackHandlerDrop-in callback handler for LangChain runnables and agents.
Setup →
OpenClaw
OpenClawAdapterFirst-class adapter — every claw, plan, and execution becomes a obsrv trace.
Setup →
Vercel AI SDK
createObsrvMiddlewareMiddleware for streamed and non-streamed AI SDK calls.
Setup →
LlamaIndex
wrap_llama_indexIndexes, retrievers, and queries appear as nested steps.
Setup →
Computer-use
Telemetry & export
08 — DEPLOY
Ship the agent.
obsrv will record everything.
Drop the SDK in three lines. The recorder lights up the moment traffic starts flowing.
$pip install theta-obsrv·npm i @theta-lab/obsrv
FDR · OBS-1
REC
tr_01HXR4Z9CK
support_agent · 4.2s
✗ wrong_order
tr_01HXR4Z9CK
support_agent · 4.2s
✗ wrong_order