Show HN: Rufous – Agent attuned to small models (rufous.chat)

Rufous has launched an alpha version of its agent framework designed specifically for small AI models (ranging from 2B to 12B parameters) that you can operate locally, either in an editor or via a web interface. Written in Rust, Rufous captures every "Tool Call" the model makes to maintain an uneditable Record of commands, their execution statuses, and any declined actions. This significant feature enhances the reliability of smaller models, which often struggle to maintain the context of ongoing tasks, ensuring users receive accurate results even if the model exhibits memory limitations. The framework supports a safety mechanism with five checkpoints to verify each action before it touches the user's environment. Rufous promotes efficient task handling by starting with a short system prompt, and allowing model access to additional tools only as required. This not only optimizes performance for smaller models, but also improves their ability to follow task instructions accurately. The single binary installation is straightforward and privacy-focused, requiring no user accounts, and it can seamlessly integrate with various model endpoints, making it a versatile addition to the AI/ML ecosystem.