Kalibr Documentation

Everything you need to instrument your agent workflows, trace costs, and integrate with Kalibr's observability stack.

5-Minute Quickstart

Install the SDK, instrument your first workflow, and visualize traces locally.

Python SDK Guide

Integrate Kalibr into Python apps and automatically trace OpenAI, Anthropic, and Google SDKs.

API Reference

Endpoints, parameters, and examples for using Kalibr's observability API.

System Architecture

Understand how spans flow from SDKs to the dashboard through the Kalibr pipeline.

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