Projects

OneLoop

A local-first coding agent written in Rust. Runs against a model on your own machine by default — no API key, no account, nothing leaving the box — and reaches a hosted model only when you ask it to. One loop, four tools, zero config, with plain markdown files for memory and skills.

VoiceToText

Press a hotkey, speak, and the text appears where you are typing. No window, no clicks. macOS menu bar app written in Swift; Linux tray daemon written in Rust. On Linux it transcribes on-device by default — the model downloads itself on first run and the audio never leaves the machine, with transcription streaming live while you speak. macOS uses the Groq Whisper API, which Linux can also be configured to use.

OneSwitch

Press a hotkey, type, press Enter — switch to any window or browser tab, or launch an app that isn't running. A Spotlight-style switcher with orderless fuzzy search, most-recently-used ordering, and a shell command mode. macOS menu bar app written in Swift; GNOME Shell extension for Linux/Wayland.

LLM Explained in One HTML

A single offline HTML file that visually explains how modern LLMs work. It will be kept up to date as the technology changes, with clarity as the goal. Download it, open it on any computer without an internet connection, and use it as a slide deck to learn from or present to coworkers.