If you write one good AGENTS.md you can then build dozens of working apps off it without touching any code, so I think this is a midbrained take. Proof: https://soapbox.pub/showcase/
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You can absolutely build apps with purely AI, but as I wrote, if it’s something complex, you’re gonna have a hard time. Not impossible, but dealing with LLM’s shenanigans will not be fun.
The majority of the apps shown on the website you linked are what I would consider fairly basic.
I mean, many of them pull some data and show it to the user and that’s it.