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Open SWE: LangChain's Open-Source Internal Coding Agent

Open SWE is LangChain's open-source asynchronous coding agent framework — the same architecture Stripe, Ramp, and Coinbase built internally. Trigger jobs from Slack, Linear, or GitHub and get pull requests back automatically.

Open SWE is LangChain's open-source answer to the internal coding agents that power Stripe's Minions, Ramp's Inspect, and Coinbase's Cloudbot. It's an asynchronous coding agent framework: you submit a job from Slack, Linear, or GitHub, and Open SWE runs it in an isolated cloud sandbox and opens a pull request with the result — no babysitting required.

🚀 Want to deploy Open SWE yourself?

Docker configs, system requirements, and installation guides — all on one page.

View Open SWE Tool Page →

Why internal coding agents?

Elite engineering orgs don't just use coding assistants — they embed agents directly into their workflow: Slackbots, CLIs, and web apps that engineers trigger without leaving their tools. Two key insights from the teams that built them: tool curation matters more than tool quantity, and every task runs in its own isolated environment so the blast radius of a mistake stays small. Open SWE is built on exactly these principles, composed on Deep Agents and LangGraph.

Open SWE logo

Architecture at a glance

LayerOpen SWE approach
HarnessComposed on Deep Agents + LangGraph
SandboxModal, Daytona, Runloop, E2B, or LangSmith
Tools~15 curated: execute, fetch_url, Linear, Slack
ContextAGENTS.md + full issue/thread history
InvocationSlack, Linear, GitHub

Key features

  • Trigger jobs with a mention — @openswe in Slack, Linear, or GitHub
  • Instant acknowledgement with 👀 and in-thread status updates
  • Message the agent mid-run; it picks up follow-ups at its next step
  • Parallel tasks, each in its own isolated cloud sandbox
  • Automatic draft PRs linked back to the original ticket
  • Subagents for parallel subtasks, plus a web dashboard and experimental desktop app

🚀 Want to deploy Open SWE yourself?

Docker configs, system requirements, and installation guides — all on one page.

View Open SWE Tool Page →
#open-swe #coding-agent #langchain #langgraph #ai-agents