Anyone Can Prompt. Not Everyone Can Engineer.
What the AI coding revolution actually changes, and what it doesn't.
Newrealm
Thinking through leadership, AI, and product management, with the occasional detour.
Recent writing
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I Built My Own Dungeon Master
A weekend escape, a side quest, and a tiny open source game called Elder Realm. I used Claude to build a small Dungeons & Dragons inspired game as a break from the heavy stuff.
Services Are the New Software. Judgment Is the New Scarce Resource
As AI drives the cost of execution down, the scarce resource shifts upward. The real constraint is no longer producing artifacts. It is judgment: deciding what should exist, what is worth building, what risks are acceptable, and what outcomes actually matter.
AI Should Support PM Work, Not Replace PM Judgment
AI can help product managers synthesize faster, write faster, and prepare better. But the center of product management was never the paperwork. It was always judgment.
How Judgment-Driven Development Works in Practice
Execution is becoming cheap, but judgment remains scarce. This post walks through how Judgment-Driven Development actually works in practice, from early signals to prototypes, engineering hardening, and controlled release.
Decision Boundaries: Where Judgment Actually Lives
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.
Weekend experiments
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Chronicles of the Elder Realm
An open-source, AI-powered solo text adventure inspired by D&D 5e. You lead a party of four through a procedurally generated fantasy world, guided by an AI Dungeon Master.
CVMatch
A lightweight CV-to-role matcher that experiments with pragmatic AI + MLOps patterns.
image2sound
Transform any image into a unique audio composition — translating color, contrast, and structure into sound.
life3d-rgb
A visual experiment turning Conway’s Game of Life into a colorful 3D simulation.
SpaceMonger
A tiny arcade style browser game where you pilot a ship, fight space spiders, and collect gold coins.
About this space
Written by Rami Pinku.
A place to practice clear thinking in public. All views my own.