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SWE-Agent

AI agent for autonomous software engineering tasks

Coding
Technology
Free
Open Source

Overview: SWE-Agent

SWE-Agent is an open-source AI tool designed to autonomously address software engineering tasks by transforming language models (LMs) like GPT-4 into software engineering agents. It operates on a custom Agent-Computer Interface (ACI) that enhances the LM's ability to navigate, edit, and execute code commands efficiently. SWE-Agent is capable of taking GitHub issues as input and generating pull requests as solutions, demonstrating its utility in real-world coding environments. It achieves impressive performance on benchmarks like SWE-bench, showcasing its potential in automating complex software development processes.

Key Features

  • Autonomous Issue Resolution
  • Custom Agent-Computer Interface
  • Integration with GitHub
  • Efficient Code Navigation
  • Real-Time Feedback.

Use Cases

  • Autonomous Issue Resolution
  • Custom Agent-Computer Interface
  • Integration with GitHub
  • Efficient Code Navigation
  • Real-Time Feedback.

AI Agent Details

Created by: Princeton University

Category: Coding

Industry: Technology

Pricing Model: Free

Access: Open Source

Added on: 8/29/2024

Tags:

Bug Fixing
Codebase Navigation
Automated Pull Request Generation
Software Development Automation
Real-World Coding Challenges.

Preview

SWE-Agent preview

Demo Video

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