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SWE Agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges.

Our verdict

Not reviewed yet

We have not reviewed SWE Agent yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About SWE Agent

SWE-agent automates software engineering tasks by taking GitHub issues as input and attempting to generate fixes using a language model of your choice. It orchestrates the LM to interact with code repositories, run tests, and iterate toward solutions. Also applicable to cybersecurity tasks and competitive programming.

Best for

Teams wanting to automate routine bug fixes and explore LM-driven code generation without vendor lock-in

Use cases

  • Automatically generate pull requests to fix GitHub issues
  • Explore and patch security vulnerabilities in codebases
  • Solve competitive programming challenges

Notes

19,387 stars on GitHub. Last updated 2026-05-31. Licensed MIT.

Pros

  • Works with any LM backend, not locked to a single provider
  • Demonstrated at scale (NeurIPS 2024 publication)
  • Open source with 19k+ GitHub stars and active community

Cons

  • Fix quality depends heavily on the LM chosen and issue complexity
  • Requires proper repository setup and test infrastructure to validate solutions
  • May generate false positives or incomplete fixes requiring human review

Key facts

What we have checked

Latest version
1.1.0 (released 22 May 2025)
Checked GitHub
GitHub stars
20,409
Checked github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

Stars and usage

How SWE Agent is growing

GitHub stars

19,387 to 20,409

stars. 12 July 2026 to 26 Sept 2026, 2 readings.

Source: github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438. Checked .

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Compare SWE Agent side by side

Sources

Where this comes from

  • GitHubOfficial

    Checked · Latest version

  • github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry

    Checked · GitHub stars

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

  1. Released 1.1.0

    Source: GitHub

  2. Released 1.0.1

    Source: GitHub

  3. Released 1.0.0

    Source: GitHub

  4. Released 0.7.0

    Source: GitHub

  5. Released 0.6.1

    Source: GitHub

  6. Released 0.6.0

    Source: GitHub

  7. Released 0.5.0

    Source: GitHub

  8. Released 0.4.0

    Source: GitHub

  9. Released 0.3.0

    Source: GitHub

  10. Released 0.2.0

    Source: GitHub

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