SWE-agent

🖼️ Tool Name:
SWE-agent

🔖 Tool Category:
AI-powered coding agent; it falls under the category of autonomous software engineering agents that resolve GitHub issues and modify codebases end-to-end without human intervention.

✏️ What does this tool offer?
SWE-agent transforms large language models (like GPT-4 or Claude) into autonomous software engineers. It uses a custom Agent-Computer Interface (ACI) to navigate file systems, edit code, run tests, and resolve real GitHub issues automatically.
It was designed to benchmark and surpass existing tools in automated software engineering and has shown strong results on SWE-bench and HumanEvalFix tasks.

⭐ What does the tool actually deliver based on user experience?
• Autonomously fixes GitHub issues without manual coding
• Understands and navigates large codebases using its ACI framework
• Writes, edits, and tests code autonomously
• Executes complete fix workflows: issue intake → file modification → testing → pull request
• Achieves top performance on SWE-bench Lite and HumanEvalFix benchmarks
• Supports multi-agent parallel workflows and cloud deployment in version 1.0

🤖 Does it include automation?
Yes — SWE-agent is built entirely around full-cycle automation:
• Parses GitHub issues and determines how to address them
• Navigates repositories with no hardcoded assumptions
• Uses intelligent tools to read, modify, and test code
• Automatically retries failed attempts based on test results
• Submits Pull Requests once fixes are verified

💰 Pricing Model:
Fully Open-Source — MIT Licensed
• No subscription or fees
• Completely self-hosted and configurable

🆓 Free Plan Details:
• 100% free and open-source
• Full access to code, models, and configuration tools
• Can be downloaded, modified, and used without restrictions

💳 Paid Plan Details:
• None available — no commercial plans as of now

🧭 Access Method:
• Available via GitHub
• Also listed on tools marketplaces like aiagentstore.ai

🔗 Experience Link:

https://github.com/SWE-agent/SWE-agent