A tool that organizes AI models on your computer into a verifiable team of coding agents

Local decision model with calibrated probabilities: send a state and yes/no, choice or score questions, get a probability for every option.

A tool that checks AI-proposed code edits in a separate workspace before applying them.

A Go server that runs local GGUF models and exposes them through an OpenAI-compatible API.