AI, systems, and trust
What serious AI adoption actually requires. Approvals, orchestration, architecture, and the infrastructure between the demo and production.
Writing
Essays and notes from sixteen years of engineering work.
I write when something I have seen often enough becomes worth naming. The essays here start from specific situations rather than from theory, and they try to be useful to someone in a similar situation rather than to sound smart at a distance.
What I keep returning to
Teams and leadership
Growing engineers, running 1-on-1s that are not performative, building teams that do not require constant micromanagement, and leading without disappearing into calendars.
Hiring and engineering economics
The economics of senior and managerial hiring — why the loop is getting more expensive for candidates, why it is producing worse outcomes, and what a better-designed process actually looks like in practice.
Career growth in IT
From junior to mid-level and beyond. Career maps, imposter syndrome, competency frameworks, and what experience eventually reveals about the transitions that no one warns you about in advance.
Psychology and staying clear
How people hold judgment under pressure, recover from setbacks, and keep thinking clearly when the information environment turns noisy.
Selected external essays
On why the organizations that never quite understood how to lead people are now failing to understand AI in exactly the same way — and for the same reasons.
On the difference between rigorous senior hiring loops and expensive, badly bounded evaluation systems that mistake their own friction for a high bar.
All writing
Articles for this site are in development. The pieces above link to canonical published versions on Medium.