Developers code with AI. Designers mock up with AI. QA automates with AI. How about you? TL;DR: AI removes the manager's cognitive limit. You should use it to…

Developers code with AI. Designers mock up with AI. QA automates with AI. How about you? TL;DR: AI removes the manager's cognitive limit. You should use it to sharpen your decisions, not just to summarize emails. This is the first part of the extended article version of my ninth talk at Nerdearla, in September 2026. The second part covers the soft skills: managing people. The talk is in Spanish with English subtitles available. Get Into the Time Machine Let's travel to the 1990s.

Your job was to maintain Nerdbuster, a video rental system, in production. Everybody worked together, physically, during office hours, each person in a cubicle with a view of another cubicle. Problems traveled through the office gossip, the only monitoring system that never went down. The product analyst defined everything months ago with data flow diagrams. Programmers and testers took over the relay at the end, when nothing could change anymore. Managers only supervised. Nobody was sure what that involved, but it sounded important.

I'm pretty certain because I was there. It's a caricature for teaching purposes. Don't get mad at me. 😉 Let's jump to the present. You maintain Nerdflix, a streaming platform for nerds, in production. Your team works remotely or in a hybrid model, spread across time zones, languages, and cultures. Somebody is always asleep when you need them. But one thing never changed: A manager can't be everywhere at the same time. Here's the thesis: What happens when that cognitive limitation disappears?

How to Read This Article Each section compares Nerdbuster and Nerdflix and uses these markers: 🧩 A skill you can build for your AI assistant 🧭 Human in the loop: the decision that stays with a person ⚠️ A warning: consent, bias, law, or governance Part 1: Managing the Work Planning You planned Nerdbuster years in advance. You drew two-year Gantt charts upfront and measured progress by eye, a polite word for guessing.

The critical path changed every month, and you redrew it with great ceremony trying to keep up with the current process. You analyzed endlessly without writing a single line of code. When the plan stopped matching reality, you did what managers do: you micromanaged. Nerdflix is different: you plan in short, adaptable cycles of a few months. Priorities and dates aren't clear from day one. You start with incomplete information. If they change, you replan fast.

Source disclosure

This is a source-linked briefing. Read the original report from Dev Community .