
Open SWE is an open-source asynchronous coding agent developed by the LangChain team, enabling tasks to be delegated from GitHub issues or a custom UI. It operates as a collaborative engineer, handling research, planning, code writing, testing, review, and pull request creation, and integrates directly with GitHub for secure, isolated execution. The system uses a multi-agent architecture with a Planner and Reviewer to ensure quality checks before code submission, and is deployed on the LangGraph Platform for long-running tasks. It supports asynchronous execution, cloud-based processing, and is designed to be extensible for customization.
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.
