Vibe CodingAI Coding Agent
MetaGPT
An open-source multi-agent framework that simulates an entire software company — product manager, architect, engineers, and QA — to turn a one-line requirement into code.
MetaGPT assigns different LLM agents distinct roles — product manager, architect, project manager, engineer — and has them collaborate through standard software-team artifacts like PRDs and design docs on the way to generating a working codebase from a single requirement.
Why it stands out
- Role-based multi-agent design, modeling a software team’s division of labor instead of a single agent doing everything.
- Produces intermediate artifacts (requirements docs, system design) along the way, not just final code, mirroring real software process.
- Widely studied open-source project, making it a common reference point for multi-agent software engineering research.
Good for
Researchers and teams exploring multi-agent approaches to software generation rather than a single end-to-end coding agent.