Software Architecture

I Analyzed 70 Startups' Codebases — The Ones With More Technical Debt Raised More Money

11 minute read Modified:

An empirical study of 70 VC-backed companies reveals that technical debt doesn't slow startups down, and the 'move fast and break things' crowd was right all along — at least during the ZIRP era.
This post distills the findings of my master's thesis at the University of Twente and TU Berlin. I built an automated pipeline that analyzed the codebases of 70 open-source, venture-backed companies across 146 funding periods during the ZIRP era (2009–2022)....

Reactive Data Sync: Mastering Concurrent Updates in Large-Scale Applications

16 minute read Modified:

Resolving critical data consistency issues in a complex med-tech ecosystem through architectural analysis and implementation of reactive synchronization strategies.
Introduction In the domain of complex software systems, particularly in the med-tech sector where data consistency and timely delivery are paramount, managing data synchronization across multiple layers of an application ecosystem presents unique challenges....