mini-swe-agent
Active·★ 4.7k·Updated 2026-05-25
★ Trending★ Hidden Gem
The 100 line AI agent that solves GitHub issues or helps you in your command line. Radically simple, no huge configs, no giant monorepo—but scores >74% on SWE-bench verified!
Mini-SWE-agent is a lightweight, 100-line AI agent designed to solve GitHub issues and more, offering a simplified yet performant alternative to larger coding agents. It focuses on minimalism, high performance on benchmarks like SWE-bench, and easy deployment across various environments.
#AI Agent#Python#Software Engineering#Benchmarking#Minimalist#Coding
01
Features
01Minimal code (approx. 100 lines of Python)
02High performance (>74% on SWE-bench verified benchmark)
03Easy deployment and sandboxing (Docker, Podman, Singularity)
04Utilizes only Bash tools, avoiding complex tool-calling interfaces
05Linear history for simplified debugging and fine-tuning
02
Compatibility
Local Environment
Native
Verified via docs
Docker
Supported
Verified via docs
Podman
Supported
Verified via docs
Singularity
Supported
Verified via docs
Apptainer
Supported
Verified via docs
Large Language Models
Via LiteLLM
Verified via docs
03
Quick start
1
$ pip install mini-swe-agent
04
Use cases
↳Researchers for benchmarking, fine-tuning, or RL experiments without bloat
↳Developers who want to own, understand, and modify their AI tools
↳Engineers needing a trivial-to-sandbox and deployable solution anywhere
05
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