New Deploy Commands for LangGraph Agents

LangChain has introduced the deploy CLI, a new set of commands within the langgraph-cli package that simplifies deploying and managing agents directly from the command line.

Key Features

The new suite includes several commands:

• langgraph deploy: Deploy an agent to LangSmith Deployment in a single step
• langgraph deploy list: View all deployments in your workspace
• langgraph deploy logs: Access deployment logs for monitoring and debugging
• langgraph deploy delete: Remove deployments

Zero-Configuration Infrastructure Setup

When you run langgraph deploy, the CLI automatically handles:

• Building a Docker image for your local LangGraph project
• Provisioning required infrastructure including Postgres for persistence and Redis for streaming messages
• Setting up all supporting services needed for production reliability

This eliminates the need for manual infrastructure configuration and makes it easy to integrate agent deployment into existing CI/CD workflows with GitHub Actions, GitLab CI, or Bitbucket Pipelines.

Getting Started

The deploy CLI is available immediately in the latest version of langgraph-cli. You can get started with:

uvx --from langgraph-cli langgraph deploy

LangChain has also released new deep agent and simple agent templates that can be scaffolded with langgraph new to jumpstart your projects. Full documentation is available at the LangChain CLI docs.