Delivery Pressure Is the Oldest Threat to Engineering Quality. AI Just Made It Faster.
AI accelerated throughput. It also hid the damage. The production triangle hasn't changed, the physics just hits faster now.
Newrealm
Thinking through leadership, AI, and product management, with the occasional detour.
Recent writing
View all →
The Approve Button Is Not a Governance Strategy
Why approving AI actions isn't governance, and what a real decision layer looks like.
Hiring for Judgment in an AI-Accelerated World
How to hire for judgment when AI makes execution easy and the old signals no longer apply.
Your Dashboard Is Lying to You
Velocity is up. Lead time is down. And you have no idea whether your team is getting better at what matters. Here is how to measure judgment in an AI-accelerated organization.
How Do You Grow a Senior Engineer When AI Does the Grunt Work?
How to develop senior engineers when AI handles the work that used to build them.
The Abstraction Layer Severed the Natural Learning Path
Why the people learning to code today are missing the lessons that used to be unavoidable.
Weekend experiments
View all →
Personal Executive Briefing Agent
A judgment support system that reads your signals every night and tells you what actually matters in the morning.
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.