FractionalDataArchitect
Book a discovery call

Notes on dataarchitecture.

Short essays on architecture, cost, hiring and AI: one cartoon, one idea, most days of the week. No tutorials, no listicles.

Dec 16, 2025 Technical Debt & Economics

Refactoring Without Stopping Delivery

Refactoring projects fail. Refactoring routines succeed.

Read →
Dec 15, 2025 Architecture Fundamentals

Data Contract Pattern

Every Monday, someone's dashboard breaks. Nobody knows why.

Read →
Dec 14, 2025 Organizational Dynamics

The Expert Beginner Trap

The expert beginner knows enough to be confident and not enough to know what they're missing.

Read →
Dec 12, 2025 Leadership & Strategy

Strategy Debt: When Your Roadmap Has No North Star

A roadmap without a north star is just a to-do list with dates.

Read →
Dec 11, 2025 Organizational Dynamics

The Shadow IT Problem Nobody Admits

Shadow IT isn't a governance failure. It's a service failure.

Read →
Dec 10, 2025 Technical Debt & Economics

AI Won't Fix Your Architecture - It Will Amplify It

Every AI initiative is an architecture stress test.

Read →
Dec 10, 2025 Architecture Fundamentals

Why Your Lakehouse Became a Swamp

Your lakehouse became a swamp. And it wasn't a technology problem.

Read →
Dec 9, 2025 Technical Debt & Economics

40% Maintaining, 20% Innovating - The Technical Debt Math Nobody Talks About

Your engineers spend 40% of their time maintaining yesterday's shortcuts. And you're wondering why your AI initiative isn't moving faster.

Read →
Dec 8, 2025 Organizational Dynamics

Dear Alex - You're Not the Problem, the System Is

Dear Alex, you're not the problem.

Read →
Dec 7, 2025 Technical Debt & Economics

The 100k Cloud Migration Mistake

We spent €100k migrating to the cloud. Then we spent €100k migrating back.

Read →

Want expert eyes on your data architecture?

No pitch. An honest conversation about whether I can help, and what shape it would take if I can.