Prototype Lab
How I think about building products.
Notes, experiments and breakdowns on AI-native product design, rapid prototyping and turning complex product ideas into testable interfaces.
Note
Why AI products need prototypes earlier than traditional software.
Probabilistic outputs, edge cases, hallucinations and human review add uncertainty. That makes prototyping more important, not less.
Note · 6 minRead →
Breakdown
Designing the interaction model before designing the interface.
The real UX work starts before screens: states, decisions, feedback loops, confidence levels and failure modes.
Breakdown · 7 minRead →
Experiment
From product idea to testable prototype in five days.
The exact sprint process, how a fuzzy idea becomes a realistic, demo-ready prototype in a single week.
Experiment · 8 minRead →
Want to turn a complex idea into a testable prototype?
That is exactly what a prototype sprint is for. Bring the idea and the uncertainty, we will make it tangible.