What AI Will Replace — Myth vs Reality
AI does not replace engineers. It replaces technicians. The distinction between judgement under uncertainty and repeatable procedure is what decides who is at risk — and what to do about it.
What this episode is about
AI does not replace engineers. It replaces technicians. The distinction between judgement under uncertainty and repeatable procedure is what decides who is at risk — and what to do about it.
The Software Lens is the research and development wing of Aitina Tech. The series exists because the same architectural questions kept coming up on client engagements and deserved a proper answer rather than a slide: what actually changes when software starts reasoning at call time, which existing patterns survive that change, and which quietly stop working. Each episode takes one of those questions and argues it through.
How to use it
Every episode has a written companion in the Library, so you can watch the argument and then read the detail with the diagrams, the references and the parts that do not fit into video. The written pieces are published in reading order — Foundations first, then SaaC, then AIM, then the Agentic Economy — and each assumes the one before it.
If any of it is directly relevant to something you are building or about to commit budget to, the fastest next step is a free hour with one of our architects. You get a candid read on the approach and a short written summary afterwards, whether or not you ever work with us.