01 The problem
A terminal assistant that can act on your machine without a cloud LLM, on an ordinary 16 GB laptop.
02 The result
Streaming chat, voice in and out and persistent memory, with five tools (shell, files, search, notes, timer), five live system signals and RAG over notes, in an 8,192-token context on 16 GB of RAM.