SWE Agent Versions Save

What's Changed

We sped up SWE-agent by 2x (timed with GPT4o). This is mostly due to faster communication with the running processes inside of the Docker container and other container setup & installation related improvements. Here are a few relevant PRs:

• Switch to fast communicate and sparse clone by default by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/530
• Change: Only wait 1s for docker to start by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/541
• Feat: experimental sparse cloning by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/498
• Enh: Start from clone of python conda environment for speedup by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/548
• Enh: Use uv for editable install by default by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/547

Fixed

• Web UI: Remove -n option to wait by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/487
• Web UI: Kill the Flask server on exit. by @kwight in https://github.com/princeton-nlp/SWE-agent/pull/479
• Web UI: Avoid proxy errors on MacOS by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/506
• Ensure container_name is reset for non-persistent containers by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/463
• Fix: Do not allow persistent container with cache task imgs by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/551

Improved

• Improve scrolling behavior in web UI by @anishfish2 in https://github.com/princeton-nlp/SWE-agent/pull/420
• Web UI: Render Markdown in agent feed messages. by @kwight in https://github.com/princeton-nlp/SWE-agent/pull/486
• Enh: Remove redundant 'saved traj to X' messages by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/528
• Allow to disable config dump to log by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/537
• Resolve relative paths to demonstrations and commands by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/444

New Contributors

• @panozzaj made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/476
• @kwight made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/482
• @anishfish2 made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/420
• @ofirpress made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/489
• @milaiwi made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/469
• @burnettk made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/533

Full Changelog: https://github.com/princeton-nlp/SWE-agent/compare/v0.5.0...v0.6.0

What's Changed

✨ The big news is our brand new documentation ✨

Secondly, @ollmer added a new flag --cache_task_images that will significantly speed up SWE-agent when running on the same environment/repository multiple times (no more waiting for cloning and installation!)

Breaking changes

• We have reformatted our codebase. If you create a PR based on a previous commit, make sure you install our pre-commit hook to avoid merge-conflicts because of formatting. See our docs for more information.
• Remove direct imports in __init__.py (you can no longer from sweagent import Agent by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/436

Added

• Running the web UI is now supported when running swe-agent completely in docker
• Speed up evaluation by caching task environments as docker images by @ollmer in https://github.com/princeton-nlp/SWE-agent/pull/317

Improved

• Add gpt-4o model by @raymyers in https://github.com/princeton-nlp/SWE-agent/pull/344
• Web: Allow to specify commit hash by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/358
• Add default environment_setup config by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/351
• Enh: Suppress openai logging; improve formatting of stats by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/416
• Remove signal dependency by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/428
• Do not use select if running on Windows by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/429
• Use custom Config class to support env and keys.cfg (this allows passing keys as environment variables) by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/430

Fixes

• Web: Fix script_path input by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/334
• Fix: Don't print patch msg for exit_cost patch by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/343
• Fix: Do not request job control in bash by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/345
• Fix: --base_commit not used for gh urls by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/346
• Fix: Separate data path/traj dir cause exception by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/348
• Add docker-py lower bound by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/406
• Fix: IndexError when replaying incomplete trajectories by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/410

New Contributors

• @raymyers made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/344
• @nims11 made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/332
• @khangich made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/274
• @ollmer made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/317

Full Changelog: https://github.com/princeton-nlp/SWE-agent/compare/v0.4.0...v0.5.0

What's Changed

We’re excited to launch the SWE-agent web UI! Specify a bug, press start and watch SWE-agent do the magic :sparkles:

New Contributors

• @tam-ng0905 made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/321
• @nonparibus made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/310
• @RainRat made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/320

Full Changelog: https://github.com/princeton-nlp/SWE-agent/compare/v0.3.0...v0.4.0

What's Changed

✨ Features

• Run SWE-agent in the cloud using GitHub Codespaces
• Add GPT4-turbo model by @zgrannan in https://github.com/princeton-nlp/SWE-agent/pull/252
• feat: Amazon Bedrock support (Claude models) by @JGalego in https://github.com/princeton-nlp/SWE-agent/pull/207

🐛 Fixes

• Better error handling for --open_pr by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/239
• Fixed a potential error by @DanjieTang in https://github.com/princeton-nlp/SWE-agent/pull/242
• fix: TARGETARCH not set on some OS/docker setups by @mspronesti in https://github.com/princeton-nlp/SWE-agent/pull/249
• Pass Python version to get_environment_yml by @waterson in https://github.com/princeton-nlp/SWE-agent/pull/271
• Fix Together model validation error by @mikanfactory in https://github.com/princeton-nlp/SWE-agent/pull/236
• Doc: Avoid invalid github token by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/292

❤️ New Contributors

• @DanjieTang made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/242
• @zgrannan made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/252
• @nfedyashev made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/254
• @JGalego made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/207
• @Borda made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/256
• @waterson made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/271

Full Changelog: https://github.com/princeton-nlp/SWE-agent/compare/v0.2.0...v0.3.0

What's Changed

Added

• Allow to run on local repos (new flag: --repo_path) by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/193
• Patch files are now saved separately to a patch directory by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/126
• Allow to supply custom installation commands when running on gh issues or locally (--environment_setup) by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/153
• Allow to specify openapi base url in keys.cfgby @bvandorf in https://github.com/princeton-nlp/SWE-agent/pull/118

Improved

• Improve error handling of docker issues by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/165
• Make github token fully optional by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/189

Fixed

• Fix opening PR from fork by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/229
• Fix: Choosing TogetherAI models by @klieret in https://github.com/princeton-nlp/SWE-agent/pull/130

New Contributors

• @bvandorf made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/118
• @pre-commit-ci made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/141
• @moresearch made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/147
• @brandco made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/155
• @YeonwooSung made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/72
• @foragerr made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/212
• @zhipengzuo made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/210
• @mikanfactory made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/218
• @mspronesti made their first contribution in https://github.com/princeton-nlp/SWE-agent/pull/216

Full Changelog: https://github.com/princeton-nlp/SWE-agent/compare/v0.1.2...v0.2.0