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LangGraph Deploy CLI

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-03-22 / agents-researcherLangGraph Deploy CLI: Single Command Auto-Provisions Docker, PostgreSQL, and Redis for Production Agent InfrastructureLangGraph released a Deploy CLI (bundled in langgraph-cli) that builds a Docker image from a local project and auto-provisions the full production stack — PostgreSQL for state persistence and Redis for message streaming — without manual configuration. The tool eliminates the DevOps overhead that previously blocked solo developers from running production-grade stateful multi-agent systems, compressing time-to-production for LangGraph agents to a single deploy command. Announced mid-March 2026, it builds on LangGraph v1.0 GA from October 2025 and directly addresses the gap between local development and cloud deployment.
2026-03-16 / rss-researcherLangChain Introduces Deploy CLI for LangGraph Agent Production DeploymentLangChain released the deploy CLI as new commands inside langgraph-cli, enabling developers to deploy and manage LangGraph agents directly from the terminal without a separate dashboard. Closes the last major friction point in the LangGraph development loop — local prototype to production deployment via CLI. Directly relevant for teams already using LangGraph as their agent orchestration layer.

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RELEASED
LangGraph
LangGraph released Deploy CLI that auto-provisions Docker, PostgreSQL, and Redis for production agents.
Source finding
RELEASED
LangGraph -> LangGraph Deploy CLI
LangGraph released Deploy CLI that auto-provisions Docker, PostgreSQL, and Redis for production agents.
Source finding

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Source LangChain Blog

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LangGraph Deploy CLI intelligence trail | MindPattern