LangSmith has redesigned its homepage to improve resource organization, focusing on observability, evaluation, and prompt engineering. The redesign includes features like Tracing Projects, Dashboards, Datasets, Experiments, and Annotation Queues, enhancing debugging and performance monitoring. Additionally, Resource Tags allow customizable grouping and filtering, with ABAC soon introducing fine-grained access control. Onboarding guides help users navigate the new features.
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.
