GitAgent: The 'Docker for AI Agents' Solving Framework Fragmentation Across LangChain, AutoGen, and Claude Code
If you’ve tried to build a serious AI agent in 2025 or 2026, you’ve almost certainly hit the same wall: you pick a framework, go deep, and then discover you’re locked in. Want to move from LangChain to AutoGen? That’s not a refactor — that’s a rewrite. Choose Claude Code as your execution environment? Great, until you need to run the same agent in an OpenAI Assistants context. GitAgent is the project that calls this problem by its name and offers a structural solution: a framework-agnostic, git-native specification that lets you define an agent once and deploy it across any of the major orchestration layers without touching your core logic. ...