SWE-agent/SWE-agent: README-based editorial guide

SWE-agent/SWE-agent describes itself in the README as "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. [NeurIPS 2024]". This article keeps to facts that can be checked in the repository. Stars, forks, and promotional badges are signals of attention, not proof of quality. Under "README", the README says: > [!warning] > Most of our current development effort is on mini-swe-agent for more details about the differences. > Our general recommendation is to use mini-SWE-agent instead of SWE-agent going forward.. That establishes the project's stated boundary, not a production test.

The README's "README" section gives a useful starting point for deciding whether the project fits: ✅ Free-flowing & generalizable: Leaves maximal agency to the LM. If that problem is not yours, popularity is a poor reason to adopt it. Project names, commands, and component names are kept as written so a reader can return to the primary source without guessing at terminology. Another checkable README item is: ✅ State of the art on SWE-bench among open-source projects. It can shape a first test, but it does not replace testing in the intended environment.

The operating model is spread across sections such as "README". The source evidence includes: SWE-agent is built and maintained by researchers from Princeton University and Stanford University.. This article does not turn missing architecture, performance, or security details into claims. A real deployment still needs a look at the repository layout, configuration files, and release history.

Start installation from the README's documented entry point. A command that can be checked in the source is: README 没有给出可直接复制的安装命令。 When the README contains no runnable command, this article does not invent one. Open its "🚀 Get started!" section and confirm system dependencies, default ports, and first-run initialization before using a public server.