The NemoClaw Deep Agents Blueprint combines LangChain Deep Agents Code, NVIDIA Nemotron 3 Ultra, and NVIDIA OpenShell to enable enterprises to build open, governed agent systems. It allows teams to tune agents for specific workloads, run them securely, and optimize for quality, cost, and speed. Evaluations show that Nemotron 3 Ultra with a tuned harness achieves advanced performance at a lower inference cost, making it efficient for production deployment. The blueprint provides a secure, sandboxed environment for agents, enabling enterprises to own their core intelligence and manage system evolution.
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.
