Journal
Thinking from the studio.
Notes on product design, engineering, AI, and building software that works in production. Written by the people who do the work.
Your prototype works. That is the dangerous part.
AI tools make prototypes faster than ever. The failure comes later, in the quiet neglect that follows. Understanding the abandonment gap and the three paths out of it.
Enspirit acquires Svaas Wellness
From engineering services to platform ownership and operations.
The evolution of progressive disclosure: from design pattern to system intelligence
Static progressive disclosure assumed all users arrive with similar baselines of knowledge. In the AI era that assumption has quietly broken. What changes is who does the disclosing, and on what basis.
Why we stopped saying "team extension"
The words you use to describe your work shape how buyers perceive you. We learned this the hard way when a potential acquirer saw "dev shop" instead of "product partner."
Rebuilding a booking flow: 11 steps to 3
How we redesigned Deem's enterprise travel booking experience. The metrics, the process, and the decisions that moved the needle.
AI integration for non-tech companies: where to start
A practical guide for manufacturing, logistics, and retail ops leaders who want AI in their workflows but don't know where to begin.
What is intent-driven validation?
The testing philosophy behind AURA. Why we stopped writing DOM scripts and started defining what needs to be true instead.
Design governance in the age of generative AI
Generative tools accelerate drift. The missing layer isn't more documentation. It's intelligence that knows why each decision was made.
How we use AI across design, development, and QA
AI in how we build, not just what we build. A look at the tools, workflows, and decisions that make us faster without making us sloppy.
The gap between AI-layered and AI-native is wider than you think
A category of tools right now describes itself as AI-native but behaves AI-layered. The test is simple: does cognitive load decrease over time, or does it stay constant?