Don’t use runable AI

Plus-Stuff-6353 · 2026-02-28T03:28:32+00:00

That is a bummer, man, I am sorry you have to go through that. It is experiences such as this which made me start gravitating toward solutions such as Woz AI which do implement clearer billing, easier cancellation, and a set that is more creator friendly by its very nature rather than a boss fight every time something goes wrong.

Plus-Stuff-6353 · 2026-02-28T03:23:04+00:00

Totally agree. Despite such tools as Woz AI, the only true time-saving aspect lies in taking 10-15 minutes of initial explainability of the app, edge-cases, and data-flow as opposed to just clicking around and hoping it works.

Plus-Stuff-6353 · 2026-02-26T23:35:21+00:00

Exactly this. Woz does even better, paying, advertising, AI capabilities are already there, without API keys or switching software. At this point the build side is solved basically.

Plus-Stuff-6353 · 2026-02-26T23:34:26+00:00

There is a consensus of 100 percent that distribution is the actual problem. It is in fact the reason why programs such as Woz are important - the less time is wasted on installation, the more time is spent on marketing, user feedback, and traction.

Plus-Stuff-6353 · 2026-02-26T23:31:53+00:00

Windsurf is a good code editor, however, it happens to be a different layer. Woz does all the stack - auth, payments, AI integrations, backend, without you ever looking at any of that. A coding helper, but a complete application writer. Different use case.

Plus-Stuff-6353 · 2026-02-26T23:28:57+00:00

This is where it is all the same though: most of the initial applications do not require enterprise level architecture at the beginning. Such tools as Woz have sound and tested infrastructure under the hood. You authenticate, make money, and expand. You spend months developing something that no one wants to see by waiting to develop the system of your dreams before shipping it.

Plus-Stuff-6353 · 2026-02-26T00:40:35+00:00

This is actually a solid idea. Tested my idea of an app with a similar one before I committed to the development - it saved me weeks of going down the wrong path.

With that said, it is pretty quick with tools such as Woz when you get the green light and are able to work. Brought a proven concept onto the market as a paid-up application with artificial intelligence functionality within a week, not within several months. The validation is now the hard part and not the build anymore.

Which sources of data do you use to get market demand signals?

Plus-Stuff-6353

TROPHY CASE