#1010th of 21 in Coding agents and assistants

Open SWE

LangChain coding agent that plans, implements and reviews pull requests

Stars
11k
License
MIT
Last commit
Oct 2026
Last release
Oct 2026

Overview

LangGraph-based agent that investigates a repository, implements changes in a per-thread Linux sandbox, validates them and opens a pull request, then reviews PRs and watches CI with /baby-sit. Work starts from a dashboard, GitHub issues or PR comments, Slack or Linear. Deploys into your infrastructure with a backend, dashboard, GitHub and Slack apps, for teams building an internal coding-agent service.

Who it is for: Engineering teams building an internal coding-agent service

Strengths

  • Covers build, review, investigate and operate flows, with subagents for parallel work
  • Durable execution and thread state via LangGraph; sandboxes persist per thread
  • Configurable models, reasoning effort, skills, MCP integrations and sandbox providers
  • Push approvals gate detected git pushes; PR chat excludes mutation tools

Weaknesses

  • Production standalone Agent Server deployments require a license key
  • Maintainers are not accepting issues or contributions; breaking changes expected
  • LangSmith is the default sandbox and tracing provider; alternatives need configuration
  • CLI mode executes commands locally as you, with no sandbox isolation

What it needs

  • no GPU
  • Docker + Compose
  • Needs LangSmith (default sandbox and tracing), GitHub App, Slack app (optional), model provider credentials
  • Models: configurable LLM providers

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