Auto Learning Agents, a self vs VibeDrift

Self-host the free, open source Auto Learning Agents platform in minutes with Docker. Clone the repo, add your API keys, and run your own AI agents.

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it.

About Auto Learning Agents, a self

Self-host the free, open source Auto Learning Agents platform in minutes with Docker. Clone the repo, add your API keys, and run your own AI agents. Install Docker and Docker Compose for your operating system if you do not already have them. Everything the platform needs runs inside the container, so Docker is the only requirement on your machine. Copy the example environment file and add keys for the models you want to use, such as Claude, OpenAI, or Gemini.

About VibeDrift

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it. See exactly how it works, free to use and fully public. Mid-task, Claude Code and Cursor ask your codebase what it already does, and get an evidence-backed answer in under a second. With and without VibeDrift, graded by an independent pass, it only changes things when the model would've gotten it wrong, and we show where it did nothing.