Thinking through leadership, AI, and product management, with the occasional detour.
Even with memory and AI assistance, systems fail when authority is misaligned with consequence. This post explores why decision boundaries are essential in AI-accelerated development and how they protect accountability.
Execution is cheap and judgment is scarce. But judgment without memory degrades into repetition. This post explores why institutional memory is the missing layer in AI-assisted development and how it enables real accountability.
Execution is cheap. Judgment is scarce. This post lays out the stages of Judgment-Driven Development and explains where human judgment must remain non-negotiable in AI-accelerated product development.
As execution becomes cheap, judgment becomes the bottleneck. This post unpacks what human judgment really means in AI-assisted development, why "human in the loop" is not enough, and why accountability must be designed into the process.
Vibe coding makes building feel effortless, but speed without judgment creates risk at enterprise scale. This post explores why execution is no longer the bottleneck, and what’s actually missing.
AI makes building faster, but collapsing PM, UX, and engineering into one role only works in certain contexts. Here’s where it shines, and where it creates fragility.
A lightweight CV-to-role matcher that experiments with pragmatic AI + MLOps patterns.
Transform any image into a unique audio composition — translating color, contrast, and structure into sound.
A visual experiment turning Conway’s Game of Life into a colorful 3D simulation.
A tiny arcade style browser game where you pilot a ship, fight space spiders, and collect gold coins.
Written by Rami Pinku.
A place to practice clear thinking in public. All views my own.