SWE-agent
Research agent from Princeton and Stanford that lets a language model fix GitHub issues and other tasks by using tools on its own
Agent by Princeton & Stanford
Chalk Labs
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Setup steps are in the repository. Website · Docs · Repository
About
Use cases: coding, security, debugging, security-scanning
Reviews
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Fact sheet
- Jobs
- coding, securityREADME
- Autonomy
- Autonomous: runs tasks end to end and reports backREADME
- Where you use it
- TerminalREADME
- Hosting
- You run itREADME
- Models
- openai, anthropicswe-agent.com
- Open source
- YesREADME
Facts extracted by Claude Sonnet 5.5 from the linked sources on Oct 24, 2026; reviewed Oct 24, 2026. Wrong fact? Tell us.
Signals
- Stars
- 20,630
- Forks
- 2,263
- Open issues
- 58
- Last commit
- Jul 16, 2026 (3 months ago)
- Last release
- May 22, 2025 (1 year ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/SWE-agent/SWE-agent
- Website
- swe-agent.com
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
More from Princeton & Stanford
Done for you
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Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
SWE-agent. Agent Mart. https://agentmart.dev/agents/swe-agent (last updated 2026-10-24)