SWE-agent

swe-agent.com

An open-source autonomous agent that fixes GitHub issues by editing code and opening pull requests. Open-source and reproducible Read our hands-on review

Overview

SWE-agent is an code, agents tool designed to help users accomplish specific tasks more efficiently. You can access it at https://swe-agent.com. Users typically choose this tool because it excels at “Open-source and reproducible”; it excels at “Resolves real GitHub issues end-to-end”. However, be aware that needs engineering setup.

Key Features

  • Autonomous issue resolution — accelerates development workflows.
  • PR generation — reduces boilerplate code writing.
  • Terminal and edit tools — integrates into common IDE setups.
  • Open reproducible benchmarks — accelerates development workflows.

Pricing

PlanPriceFor
Open source$0Everyone
CloudusageTeams

Pricing is subject to change. Check the official website for current plans and regional discounts. Free tiers often have usage limits — evaluate whether those limits match your expected volume before committing.

Comparison

vs. Devin: Compared to Devin’s IDE-focused experience, SWE-agent takes a different approach to developer productivity — consider whether you need deep IDE integration or a more flexible, standalone assistant.

vs. Autogpt: Compared to Autogpt’s IDE-focused experience, SWE-agent takes a different approach to developer productivity — consider whether you need deep IDE integration or a more flexible, standalone assistant.

Getting Started

  • Try SWE-agent with a small, self-contained coding task first (a utility function, a refactoring job) before trusting it with larger changesets.
  • Connect it to your version control system if supported — reviewing diffs is easier than reviewing raw suggestions.
  • Use the tool for documentation and comments, not just code generation — these lower-risk outputs build trust quickly.

Hands-on Verdict

SWE-agent is the open-source coding agent I use to autonomously fix GitHub issues — it reads the repo, plans, and opens a pull request. It’s more issue-driven than Roo Code on tickets and a self-hosted Devin alternative. For IDE help I use Cursor.

Who it’s for: maintainers, devs. Tip: hand it a well-scoped issue with a clear repro — SWE-agent executes the ticket, so a precise bug report yields a cleaner PR.

Compare alternatives

Side-by-side with the 2 closest alternatives.

ToolCategoryPricingVisit
SWE-agent (this) code, agentsFrom $0/mo Site ↗
Devinagents, codeFrom $20/mo Site ↗
AutoGPTagentsFrom $0/mo Site ↗
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Editor’s Review
4.0/5
Pros
  • +Open-source and reproducible
  • +Resolves real GitHub issues end-to-end
  • +Strong benchmark performance
Cons
  • Needs engineering setup
  • Not a managed product

A research-grade coding agent you can self-host. Great for teams wanting autonomy without a vendor lock-in.

See all reviews →

Last updated: 2026-07-31

When to use it

  • Use it when you need open-source and reproducible
  • Use it when you need resolves real GitHub issues end-to-end
  • Use it when you need strong benchmark performance

When to skip it

  • Avoid it if needs engineering setup
  • Avoid it if not a managed product

Alternatives to consider