“python”

Open-source Python framework from Microsoft for finding risks in generative AI systems through red teaming.

Python framework with input and output guards that detect LLM risks, plus structured output generation

Observability platform for AI apps covering model calls, agent steps, API requests and database queries in one trace

Open-source observability for LLM applications, built on OpenTelemetry

Continuous-improvement stack for agents: monitor behavior, detect failures and validate fixes

Observability and dev-tool platform for building, evaluating and monitoring AI agents

Open-source observability for AI apps: traces LLM calls, prompts, retrieval and agent steps via OpenTelemetry

Tracing, evaluation and monitoring for LLM apps and agents, with SDKs for several languages