Someone asked me a question last week that I keep coming back to: "How do you differentiate beyond the technical stack?" And then, the harder follow-up: "Are you helping people build a robust dead idea, or helping them build the best idea?"
It's the best question anyone's asked me about Appifex. And he was right that I didn't have a good answer ready. So here's my attempt at one.
Spend ten minutes on r/vibecoding and you'll see the same story on repeat. Someone ships a full stack app in a weekend, posts the demo, gets the upvotes. Two weeks later they're back: three copies of the auth flow, API keys in the frontend, a database with no migrations, and a folder structure only the model that wrote it could navigate.
The common diagnosis is that AI writes bad code. But think about how a real engineering team works. No code reaches production without architecture standards, CI, code review, and branch protection. A junior engineer doesn't get to wire the frontend directly to the database, skip migrations, or commit API keys to the repo. The team's process prevents it.
Why would AI be any different?