Hello there, I'm Tamas!

AI can improve software delivery, but it cannot compensate for unclear standards, weak ownership, or poor engineering culture. In this post, we explore why AI platforms inherit the organisations they serve, and why better outcomes start with engineering discipline, measured bottlenecks, and deliberate adoption.

In this post, we will explore how learned helplessness creeps into development teams in large organizations, the telltale symptoms to watch for, how poor leadership and management practices teach teams to feel helpless, and - most importantly - what leaders can do to break this cycle.

Coding conventions are having a renaissance. AI agents code with us now, and they learn what we teach. Time to dust off the manual, because AI reads manuals, too. This post is a bit more frontend-focused, but everything here maps to other areas of software development just as well.