Technical Debt | Thomas Nys

Data architecture review process showing assessment phases and platform audit

Data Architecture Review - What's Actually Involved

Technical Debt Cost Calculation

Technical Debt Cost Calculation

Technical Debt Productivity Loss

Technical Debt Productivity Loss

Platform Review: 3-Month ROI for a Series B Startup

Platform Review: 3-Month ROI for a Series B Startup

Technical debt CI/CD impact - fast shipping requires fast fixing capabilities

We Shipped Fast. We Paid Slowly

Technical debt compounding costs - data platform interest rate for CTOs

Technical Debt Is Like Credit Card Interest - It Compounds

Legacy modernization strategy - when to replace versus wrap aging systems

Legacy Modernization: Break or Transform

Data team burnout causes - context switching costs that kill productivity

Why Your Data Team Is Burned Out

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

Process Debt Is Worse Than Technical Debt

Technical debt maintenance ratio - 40% of engineering time on yesterday's shortcuts

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