A virtual fab for practising semiconductor processes without real equipment. It runs on two axes — theory and system (training centre, operations, Lighthouse) and the simulator (MiniFab, Bandi). 3,462 commits across the repositories. Started January 2025 with one vacuum simulator, then the eight core processes, equipment depth, metrology, multilayer metal, SEM 3D — still stacking.
Projects
Anything can go into Lab Notes. Only what kept growing across several notes comes here.
A teaching simulator for semiconductor processes, built to use in class. It started with two modules, vacuum and cleaning. There are 21 now. When a topic comes up mid-lesson we open it and run it on the spot.
An AI process tutor that lives inside the MiniFab. Started 3 July 2026. Eyes that read the screen state, rules that decide when to speak, hands bound by a whitelist. The brain is kept separate so it can be swapped.
A pipeline that turns one topic line into script, voice, images, subtitles and render. It drifted from senior content to old Korean tales, then to promoting my own services and visualising processes. It reached 1,208 commits and was never finished. I decided to stop building it.
An arcade of short web games — a couple of minutes each, no sign-up. You play one alone, then send an invite; the second half only opens once the other person finishes theirs. Eight games so far. Built with Codex.
A teacher pastes an English passage; it picks 15 sentences, builds the assignment and issues a code. Students enter with the code, translate, and get AI feedback. 142 commits in three weeks. Built for my wife to use, and it was used in class.
An interface that lets a general AI operate the virtual fab directly. It reads the experiment list, checks parameter ranges, opens the equipment panel, and runs the process.
A tool for writing research plans and lab reports for high school science. It grounds them in real Intel ISEF projects, and the model reviews its own draft adversarially before the document comes out. On hold — being reworked.
Feed it a slide deck and it adds script, TTS, highlight marks and subtitles, then renders a lesson video. Built on the premise that a human makes the static diagrams and everything else runs automatically. It reached 230 commits, then stopped.
The site you are looking at. Append a note to one data file and it deploys.
A platform that tried to stack documents as records rather than prose. 67 commits over March 2026. It turned twice — from a GEO generator to a science simulator, then to an academy directory — and closed in August.