New Deploy CLI Commands

LangChain has released a new set of commands within the langgraph-cli package designed to streamline agent deployment. The primary command, langgraph deploy, allows developers to deploy an agent to LangSmith Deployment in a single step, eliminating the need for manual infrastructure setup.

Key Features

The deploy CLI automates several critical tasks:

• Automatic Docker builds: The CLI builds a Docker image for your local LangGraph project automatically
• Infrastructure provisioning: Sets up supporting services including Postgres for persistence and Redis for streaming messages
• Production-ready: Agents run reliably in production without manual infrastructure configuration
• CI/CD integration: Easily integrates into existing workflows using GitHub Actions, GitLab CI, or Bitbucket Pipelines

Additional Commands

Beyond the primary deploy command, LangChain introduced complementary utilities:

• langgraph deploy list - View all deployments in your workspace
• langgraph deploy logs - Access deployment logs
• langgraph deploy delete - Remove deployments
• langgraph deploy --help - View all available commands

The release also includes new agent templates (deep-agent and simple-agent) that can be scaffolded with langgraph new.

Getting Started

The new commands are available now in the latest version of langgraph-cli. Developers can get started immediately using: uvx --from langgraph-cli langgraph deploy. Full documentation is available in the LangChain docs.