Architecture | Thomas Nys

Cloud cost optimization - architecture decisions behind $100B annual waste

Cloud Cost Shock - $100B in Waste

Process debt vs technical debt - why approval chains are harder to refactor

Process Debt Is Worse Than Technical Debt

AI architecture requirements - why data quality issues amplify at scale

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

Cloud migration failure case study - why lift-and-shift costs twice

The 100k Cloud Migration Mistake

Architecture warning signs - five symptoms leaders miss until its too late

Red Flags - Symptoms of Poor Architecture

Brooks's Law for data teams - why hiring more engineers slows delivery

Why More Developers Won't Fix Delivery Problems

Architecture review ROI - why skipping reviews costs months of rework

The False Economy of Skipping Architecture Reviews

Architecture coupling costs - how shared services slow roadmap delivery

Dependencies - Hidden Drags on Progress

Velocity paradox in engineering - how shortcuts become walls at speed

The Velocity Paradox

Engineer retention and technical debt - how poor architecture drives attrition

Why Your Best Engineers Leave - It's the Architecture