Log

Articles

3 entries. Newest first.

Experimental

Raya: four days: read article

I shipped a wake word with 96% recall that had never once fired. Four days of building a local agent, and every failure looked exactly like success from the outside.

Published Aug 23, 2026 15 min read agents, on-device, voice

Stable

What happens after you press Enter in an AI IDE: read article

Between pressing Enter and files changing on disk sit fourteen distinct systems. Most of them are not the model.

Published Aug 9, 2026 34 min read llm, tooling, retrieval

Experimental CogniFlow

I built a webcam focus tracker, then deleted the focus score: read article

CogniFlow started as a webcam focus tracker, but the score looked precise while measuring the wrong thing.

Published Aug 4, 2026 7 min read computer-vision, on-device, attention