Research
The operating cost of product complexity
A look at how small product decisions create support, maintenance and communication costs over time.
Research
Research
What makes customer feedback actionable?
Why context, frequency and decision ownership matter more than collecting more comments.
Research
How should a small team decide what to automate?
A practical framework for deciding where automation creates leverage and where it creates unnecessary complexity.
Research
What changes when a small team shares mobile domain logic?
Trade-offs in sharing code without pretending iOS and Android are the same platform.
Research
The data model is often the real product
Why messy real-world data can matter more than the interface wrapped around it.
Research
When should AI inference stay on the device?
A practical decision framework for latency, privacy, cost and product constraints.
Research
The hidden data problem inside a personal wardrobe
Why recommendations are only as useful as the wardrobe representation underneath them.
Research
Kotlin Multiplatform when the team is basically the founder
What is actually worth sharing across iOS and Android when engineering capacity is constrained.
Research
Can wardrobe classification run entirely on device?
A research notebook on privacy, latency, device constraints and when local inference is actually worth it.