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SWE-Agent

MIT-licensed autonomous coding-agent reference, now superseded for many new uses by mini-swe-agent.

SWE-agent is an MIT-licensed autonomous coding-agent reference from Princeton and Stanford researchers that takes GitHub issues and attempts fixes with a bring-your-own language model. Its agent-computer interface remains foundational for repository navigation, editing, and test execution. The README now says development has shifted to mini-swe-agent, which supersedes SWE-agent and is generally recommended going forward.

About SWE-Agent

SWE-agent is an MIT-licensed autonomous software-engineering agent from Princeton and Stanford researchers that takes GitHub issues or coding tasks and attempts to solve them with a language model of your choice. It remains one of the canonical open-source references for agent-computer-interface design, repository navigation, file editing, test execution, and patch generation.

The important current-status caveat is mini-swe-agent. The SWE-agent README now says most current development effort is on mini-swe-agent, which has superseded SWE-agent, matches its performance while being much simpler, and is the general recommendation going forward. SWE-agent itself is still public, not archived, and useful as a deeper research/reference implementation rather than a polished hosted product.

SWE-agent runs locally or in your own CI environment with bring-your-own LLM API keys. It is strongest for researchers, open-source maintainers, and advanced engineering teams that want to study or customize an autonomous coding loop. Teams seeking production fleet management, review dashboards, audit trails, or turnkey cost controls should compare mini-swe-agent, OpenHands, or managed commercial coding-agent platforms before standardizing on SWE-agent.

Pricing & Platform Specs

Pricing Summary

SWE-agent is a free, open-source autonomous software engineering research project created by Princeton University (MIT license). There are no software fees; users pay directly for their own LLM API consumption.

Supported Platforms

Local/CI Python CLI; current README recommends mini-swe-agent for many new workflows

Explore categories, tags & use cases

Open-source AI software development agent

Open-source AI agent platform (formerly OpenDevin) for building developer agents that modify code, run shell commands, browse the web, and call APIs through a composable Python SDK and CLI. OpenHands runs agents in sandboxed Docker containers accessed via SSH, supports Claude/GPT/any LLM, and has solved 50%+ of real GitHub issues in software engineering benchmarks.

freemiumOpen Source
Devin logo

Devin

Top Pick

Autonomous AI software engineer by Cognition

Devin is Cognition's managed AI software engineer for delegating engineering tasks to cloud and desktop agents. It can plan work, navigate codebases, write and run code, test changes, open PRs, review/autofix issues, and collaborate through GitHub, GitLab, Bitbucket, Linear, Jira, Slack, and Teams. Current Devin surfaces include Devin Cloud, Devin Desktop, Devin CLI, Devin Review, Windows VM support, DeepWiki, Ask Devin, and team/enterprise controls.

freemium

Side-by-Side Comparisons

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OpenHands
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Devin
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SWE-Agent logo
SWE-Agent

OpenHands vs Devin vs SWE-Agent — Autonomous Coding Agent Comparison

Autonomous coding agents that independently solve GitHub issues, write code, run tests, and submit pull requests represent the next frontier of AI-assisted development. OpenHands is the leading open-source platform with 60K+ GitHub stars, Devin is the pioneering commercial product from Cognition AI, and SWE-Agent is the Princeton research tool that established the benchmarks. This comparison evaluates which agent fits your team's needs for autonomy, cost, and deployment flexibility.

Community experience

Sources & verification

Sources checked
Content verified

Verification dates are editorial checks. Routine CMS saves and automatic updatedAt timestamps do not advance them.

FAQ

What is SWE-Agent?

SWE-agent is an MIT-licensed autonomous coding-agent reference from Princeton and Stanford researchers that takes GitHub issues and attempts fixes with a bring-your-own language model. Its agent-computer interface remains foundational for repository navigation, editing, and test execution. The README now says development has shifted to mini-swe-agent, which supersedes SWE-agent and is generally recommended going forward.

Is SWE-Agent free?

Yes — SWE-Agent is open source and free to use. SWE-agent is a free, open-source autonomous software engineering research project created by Princeton University (MIT license). There are no software fees; users pay directly for their own LLM API consumption.

Is SWE-Agent open source?

Yes — SWE-Agent is open source.

Is SWE-Agent still maintained?

Yes — SWE-Agent is active. Its listing was last verified on August 26, 2026.

What are the best SWE-Agent alternatives?

The first editor-selected SWE-Agent alternatives are OpenHands, Devin.

How does SWE-Agent score in our review?

The published editorial review lists SWE-Agent at 79/100 overall across speed, privacy, and developer experience. Check the review's evidence status and test metadata for its verification level.