What we do
Rapid Prototyping
From concept to working prototype in weeks, not months.
AI Integration
Embed intelligence into your products and workflows.
Data Strategy
Turn scattered data into actionable decision systems.
Featured
Autonomy · Oct 2026
MARCO?
Ask an agent where it is and you get a model name. Ask two of them in the same folder and neither knows the other is there.
Autonomy · Aug 2026Too Much World
Two airplanes, one hospital ward and one night on our own platform: how a system goes wrong when it trusts a single reading, and a small theory of what to look at next
Recent work
Worry KernelsA detector is a pre-built conclusion about what normal looks like. Here is one built to be priced, dated and falsified — and the night it was tested against
2026Darko ManifoldsThe ground we inherited and never tested
2026EngramA memory should change when you read it as well as when you write it. Ten ways to try, and one test they all have to pass.
2026PhospheneA terminal is a grid of cells, and every client that shows one has to emulate a VT. Phosphene puts a 1.26M-parameter model in front of the grid that names what each cell is for. A deterministic compiler then turns those roles into A2UI, so a web or native client draws real lists, inputs and buttons. Once a screen is recognised, its template locks and only the changed content is streamed.
2026NetscraperShip the scraper as a manifest, not an image, a package or a source tree. A Netscraper actor is one JSON file that runs on any browser driver, in Node or in a browser tab. It is tested continuously, refactored in moments for under a dollar, and deployed by serving the file. This one collected 100 of 100 records in 64 seconds.
2026Algorithmic trading anthology — July 2026Can you predict financial markets from the weather? One hundred and sixteen experiments against a bar fixed in advance. Two held up; three that appeared to were withdrawn on review.
2026
