SWE-agent 1.0

News

So much new stuff! Here's a quick rundown of the cool new things you can do:

✨ Fast, massively parallel code execution with SWE-ReX.
✨ Run SWE-agent locally but execute code in the cloud (using modal, AWS, or anything else that runs SWE-ReX).
✨ Configurable retry mechanisms: Try multiple agent configurations, models, parameters, etc., then choose the best one.
✨ Flexible tool definitions with tool bundles.
✨ All language models supported using litellm (see models).
✨ Override any configuration option from the command line (see command line basics).
✨ New command line trajectory inspector to scroll few hundreds of trajectories with ease.
✨ New command line interface with subcommands for running over single issues, batches, and various utility commands.
✨ Greatly simplified and cleaned up codebase. In particular, the Agent class is now much easier to modify.

Read more about this in our 1.0 features & migration guide.

New Contributors

• @manya706 made their first contribution in #787
• @Prathamesh010 made their first contribution in #796
• @magnimusprime made their first contribution in #813
• @dependabot made their first contribution in #817
• @Mefisto04 made their first contribution in #824
• @acheshkov made their first contribution in #857
• @yu-iskw made their first contribution in #881

Full Changelog: v0.7.0...v1.0.0