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.
Newrealm
Thinking through leadership, AI, and product management, with the occasional detour.
Recent writing
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How Do You Grow a Senior Engineer When AI Does the Grunt Work?
The grunt work is gone. The teaching surface is gone with it. Here is what it takes to grow engineers deliberately in a world where the system no longer does it automatically.
The Abstraction Layer Severed the Natural Learning Path
Why the people learning to code today are missing the lessons that used to be unavoidable.
What Senior Engineers Know That AI Doesn't
AI-generated code compiles, solves the visible task, and still carries hidden assumptions, unsafe patterns, and security debt. Here is what senior engineers hold that the model cannot infer.
You Can't Govern What Nobody Owns
Visibility is the floor, not the ceiling. You can have complete observability and still have no governance, because governance is not the act of seeing. It is the act of deciding, and making someone accountable for the decision.
Your Job Isn't to Write the Code. It's to Own the Decision.
What does it mean to be good at this job when the AI writes the first draft? The answer is structural hardening, boundary decisions, and the judgment that doesn't transfer to the machine.
Weekend experiments
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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.