Skip to content
Agentic Deep Dive: Building a Team of AI AgentsApp Design at the Speed of AIAI Agents: Cut Through the JargonAI Doesn't Fix Your Org. It Amplifies It.

Accelerate Into the
Agentic Era.

Seven startups from the inside. Two acquired. Now I write about and work with engineering leaders navigating the AI shift, through the signals that actually matter: people, process, architecture, and measure.

Gene Conroy-Jones overlooking the New York City skyline
UID: CONROY-JONES_GENE_PHD
7 Startups
2 Acquisitions
$35M Series B Raised
PhD Civil Engineering
Building with AI Daily
The Signals

Four signals every engineering org sends

Every product and engineering organisation tells you how it’s really doing, if you know where to look. These are the four dimensions I use to diagnose health, guide decisions, and drive improvement.

People

Hiring architectures, career leveling, and the psychology of high-trust engineering cultures.

Process

Eliminating friction through lightweight SDLC, incident response maturity, and RFC cultures.

Architecture

Building for 10x scale while maintaining 1x simplicity. Tactical debt management and cloud strategy.

Measure

Beyond DORA. Connecting engineering output to business outcomes through precise technical telemetry.

Observe, measure, improve.

I studied Civil Engineering, then spent years mixing, curing and testing high-strength concrete. Observing, measuring and experimenting are second nature to me. My PhD work at Cardiff gave me a simple lesson: you can’t improve what you don’t measure.

That same scientific rigour now drives how I assess engineering organisations. Every product and engineering org sends four signals: People, Process, Architecture, and Measure. No hand-waving. No gut instinct alone. Data over opinion.

Gene Conroy-Jones
Gene Conroy-Jones during PhD research

I started by measuring the strength of concrete. Now I measure the strength of product and engineering organizations.