Python

SWE-agent

Agent that fixes GitHub issues

by SWE-agent · MIT

From the README

• ✅ State of the art on SWE-bench among open-source projects
• ✅ Free-flowing & generalizable: Leaves maximal agency to the LM
• ✅ Configurable & fully documented: Governed by a single yaml file
• ✅ Made for research: Simple & hackable by design

Excerpts from the project README on GitHub. Copyright and licensing remain with the respective authors.

What is SWE-agent?

SWE-agent from Princeton turns an LLM into an autonomous agent that fixes bugs in real GitHub repositories using a purpose-built agent-computer interface.

Why people choose SWE-agent

• Strong results on SWE-bench
• Purpose-built agent-computer interface
• Research-grade and reproducible

SWE-agent at a glance

Open-source alternatives to SWE-agent

Other open-source ai agent framework tools worth comparing:

LoopXKeep long-running agent loops on durable, reviewable stateCrewAIOrchestrate role-playing agent crewsPaperclipRun a company of AI agents from one dashboardAutoGenMicrosoft's conversational agent frameworkLangGraphStateful, controllable agent graphsMetaGPTA software company of LLM agentsAutoGPTThe original autonomous GPT agentOpenHandsAI developer that writes and runs codeSuperAGIDev-first autonomous agent platformBabyAGIMinimal task-loop autonomous agentAgnoFast, lightweight multi-modal agentsLettaStateful agents with long-term memorysmolagentsAgents in a few lines of codePydantic AIType-safe agents for productionAgent ZeroA general agent that grows with your promptsCAMELThe research framework for agent societiesElizaAgents with personality for Discord, X and moreGoogle ADKGoogle's official Agent Development KitNeverApplyAn agent that tailors your resume and applies for youOpenClawA personal AI assistant that runs on any platformHermes AgentAn agent that keeps what it learns from youMem0Long-term memory for AI agentsComposio250+ ready-made tools for your agentsAG2The community continuation of AutoGenOpenAI SwarmMinimal multi-agent handoffsPhidataAgents with memory, knowledge and toolsJulepStateful agents as a serviceAgent BarnRuns AI agents in Slack, Teams and Telegram, self-hostedArvowWrites and publishes SEO articles to a CMS, plus backlinks.VectoreeOne project key for models, auth, Postgres and storage

SWE-agent head-to-head

FAQ