Mission control · engineering log

Field notes from
building software.

Building products. Learning systems. Sharing everything, including the parts that were reverted.

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Experimental CogniFlow

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

A local-first study companion that reads attention state from the webcam and adapts the session, and no frames ever leave the machine.

Experimental applied ml 1 entry

Turns dense technical material into an ordered, step-by-step path, stored entirely in the browser, no account, no server round trip.

Stable learning 0 entries

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