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.
Newrealm
Thinking through leadership, AI, and product management, with the occasional detour.
Recent writing
View all →
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.
I Built an AI Agent That Reads My Signals So I Don't Have To
I was drowning in newsletters, feeds, and tabs. So I built an agent that runs every night, scores everything against my actual priorities, and sends me one email every morning with the things that genuinely matter.
Anyone Can Prompt. Not Everyone Can Engineer.
What the AI coding revolution actually changes, and what it doesn't.
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.
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.