I did a test a few months ago. A friend of mine wanted to develop what i understood to be a simple single page web app. But since she didn’t have any software engineering experience she asked me to help. Around that time everyone was talking about how literally anyone can develop software with LLMs i asked her if she could give it a try first, and if I could watch the attempt.

I was fully expecting that writing the code will pose no problem for the AI. But i was curious if the AI will realise that my friend is a novice and needs extra help with things like: copy pasting the code into a text file and saving it with an html extension, helping her host the file online so she can share it with others, buying a domain for it, etc. I assumed they will get there eventually, but i also assumed that it will take a lot of stumbling around and misunderstandings.

But i was completely wrong. They didn’t even get to that point. Because my friend didn’t have the vocabulary to ask the AI to write code. They were just going around in circles where the AI was brainstorming with her about possible features and getting thints more and more complicated. We terminated the experiment after one and a half hours and many many messages exchanged between her and the LLM.

Whereas to me who knows the terminology would have probably just taken a single exchange of messages to get the result she described to me. I would have prompted with something like “Please write to me an html page which does X, Y, Z.” But since she didn’t know the right terminology she got into a vortex of feature discusion, and she didn’t find a way to tip the AI into “just do it, write it now” mode. In other words in that case the LLM would have rewarded even just a little bit of expertise, but without it there was a confusion about goals between the human and the machine.

I’d love to see this experiment executed with Claude design.

Particularly with something static, I don’t think they’d fail to get a result.

But without domain knowledge I think they’d misunderstand prototype with finished product.

Without knowing what it’s doing, it’s hard to know what it’s not doing.

Are you describing a "chat window" experience here? This is apples to oranges.

OTOH my wife's friends got drunk and made "tinder for horse purchases". They prompted to read typical horse advertisements (we're all horse people) and create an app with mock tinder like entries to swipe right and left to buy horses.

A web app was produced with lots of mock "Hi i'm Dominique and i love running through fields and having a bucking good time" type entries complete with silly horse photos. A huge amount of drunken fun even if it boiled a towns water supply and blew through half a subscription to create.

I was looking at the results as a dev with 30 years experience and thinking fuck me. The little apps i made here and there before AI are being outdone by a bunch of drunk people on a whim!