Collection
Autonomous Software Engineering Agents
AI agents that plan, write, test, and ship code with minimal supervision. From open-source frameworks to production-ready tools.
Autonomous software engineering agents go beyond autocomplete — they understand a task specification and handle the full development cycle with minimal hand-holding. The quality and reliability of these tools varies significantly.
The tools in this collection can all handle multi-file, multi-step tasks. We have included both framework-level tools (CrewAI, AutoGen) and fully integrated agents (OpenHands, Cline) so you can choose based on your needs.
Tools
Included in this collection
OpenHands
AI-driven development agent for software engineering tasks.
SWE Agent
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]
Cline
Open source autonomous coding agent for VS Code
GPT Engineer
Describe what you want in plain English and GPT Engineer builds a full codebase from scratch. One of the original AI engineering agents.
CrewAI
Framework for orchestrating multiple AI agents as a crew to tackle complex engineering tasks together.
MetaGPT
Multi-agent framework that assigns different software engineering roles (PM, architect, engineer) to AI agents.