
Deep Agents introduces dynamic subagents that use WebAssembly (WASM) and QuickJS to execute untrusted code securely, ensuring isolation and preventing compromise of the host environment. The system enforces capability isolation, limiting agents to predefined actions and data access, while a harness manages execution and execution limits. Durable pauses allow agents to wait for human input without rebuilding the program, maintaining execution integrity. Two public, experimental packages—quickjs-rs and langchain-quickjs—enable secure execution of untrusted code, integrating with production systems.
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.
