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April 28, 2026

1 min read

Lightbulb Moment

By Cristiano Pierry

AI fluency starts with noticing manual work that no longer needs to consume attention, time, or judgment.

ailearningproduct-thinking

Lightbulb moment. I was working on a demo and needed to record it for a presentation. The app had its own layout, but the presentation needed a clean 16:9 recording.

My first instinct was to do the usual dance: open QuickTime, create the right recording window, resize the app, adjust the framing, test it, do it again.

Then it hit me: I’m using a frontier coding tool. Why am I doing this manually? I told Codex what I wanted and asked it to record the demo for me. And it did. Clean 16:9 output. No window gymnastics. No manual fiddling.

I’m realizing that a big part of getting good with these tools is learning to notice the work you should no longer be doing yourself.

Automate the boring parts so you can spend more time on the work that actually needs you: strategy, vision, clarity, taste, and judgment.

A hand-drawn before-and-after workflow showing manual recording setup replaced by a clean automated output.
The unlock is noticing the manual work you should no longer be doing yourself.

This writing reflects my personal perspectives on product management, AI, and content discovery. It does not represent the official position of my employer or any affiliated organization.