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langsmith-deployment

Deploy LangGraph agents via LangSmith Deployment across cloud, hybrid, and standalone environments.

101|14|Updated Jan 27, 2026
Search Tags:#monitoring#deployment#cloud#langgraph#langsmith#control-plane
One-click install
npx skills add https://github.com/Lubu-Labs/langchain-agent-skills --skill langsmith-deployment
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: langsmith-deployment
Source: https://github.com/Lubu-Labs/langchain-agent-skills/tree/main/skills/langsmith-deployment
Command: npx skills add https://github.com/Lubu-Labs/langchain-agent-skills --skill langsmith-deployment

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Deploy and operate LangGraph-based agents using LangSmith Deployment, guiding you through cloud, hybrid, or standalone models, validating config, creating deployments and revisions, rolling back changes, and wiring CI/CD and monitoring.

Core Features & Use Cases

  • Cloud deployment: manage deployments from Git repositories with control-plane integration.
  • Hybrid / Self-hosted with control plane: run data planes in your own environment while using LangSmith UI for orchestration.
  • Standalone deployment: operate agent servers without a control plane.
  • Validation & governance: verify langgraph.json structure, dependencies, and environment configs prior to deployment.
  • Revision management: create revisions, promote deployments, and rollback to previous revisions.
  • CI/CD & automation: automate deployment flows via CLI scripts and API, with environment variable handling.

Quick Start

Open this skill's SKILL.md and begin by validating langgraph.json, then create a deployment with the provided Python or TypeScript scripts.

Frequently Asked Questions about langsmith-deployment

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I deploy a LangGraph agent to production using LangSmith?▼

Deploy LangGraph agents by validating langgraph.json, then using provided scripts to create Cloud, Hybrid, or Standalone deployments and revisions. This process integrates control-plane orchestration and environment variable handling.

What is the difference between Cloud, Hybrid, and Standalone LangGraph deployment?▼

Cloud manages deployments from Git repositories, Hybrid runs data planes locally with LangSmith UI orchestration, and Standalone operates agent servers entirely without a control plane.

Can I validate langgraph.json structure and dependencies before creating a deployment?▼

Yes, you can validate langgraph.json structure, dependencies, and environment configurations prior to deployment. This governance step ensures proper setup before creating deployments, revisions, or rolling back changes.

How do I rollback a LangGraph agent to a previous revision?▼

Rollback LangGraph agents by using provided script-based tooling to manage revisions. This allows promoting specific deployments or reverting to previous revisions within your LangSmith environment.

Does LangSmith deployment support CI/CD automation for LangGraph apps?▼

Yes, LangSmith deployment supports CI/CD automation. Automate deployment flows via CLI scripts and API, including environment variable handling, to streamline LangGraph agent updates and monitoring setup.

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