Education systems · 4 min read
From diagnostic evidence to a learning path
A score alone cannot tell an educator what a learner should do next.
Build notes
Ideas from the work itself.
Notes on the decisions behind education systems, applied AI products, and a Mac desktop utility.
↗
Applied AI · 3 min read
When a demo becomes a product workflow
The important transition at Seed was from a compelling prototype to a connected member journey.
Product engineering · 4 min read
The decisions behind QuietDesk
A small Mac utility became an exercise in product constraints, experiments, and verification.