Crystal Chang

Vibe coding got people who'd never written code to try building apps. I keep wondering what those same people would make if getting started with a physical product felt more approachable.
Lately, my feed has been full of Astra and Opus 3D demos lately. I've spent eight years working in 3D, so seeing people describe something and start experimenting with a model is pretty exciting. Now I want to see what they'll create and how far their imagination stretches.
That's what we're working on at Autonomyware: you describe what you want to make and AI works through the design and engineering towards something buildable. Getting more people to try making their first physical product is a big part of why I'm involved.
So I'd love to hear from the people here building apps, websites, whatever else: have you ever wanted to make something physical and just had no idea where to start?
Tell me, what would you like to create?

Fit Receipt keeps the person in control:
code protects product facts and pricing, while JEV weighs bounded trade-offs and shows uncertainty when the evidence is weak.

Where should an AI fitting agent explain its reasoning, and where should it leave room for personal preference?