
LangSmith is introducing Python integrations to trace four voice agent frameworks, enhancing observability for voice interactions. The integration supports capturing audio, speech-to-text, and text-to-speech inference, enabling traceability across both sandwich and speech-to-speech architectures. Users can now review and collaborate on voice and text agents in a unified platform, gaining full visibility into production conversations from audio to agent action to spoken response.
Managed Deep Agents gives developers a managed way to build, run, and deploy Deep Agents with built-in runtime, streaming, sandboxes, evals, memory, and auth.

LangSmith Bring Your Own Cloud is now generally available on AWS, giving Enterprise teams managed observability, evaluation, and deployment inside their own VPC.

Learn what AI agents are, how they work in an LLM loop, and where workflows fit so you can build reliable, production-ready autonomous systems.
