Thought slapping 'AI' next to a company name guaranteed its stock would soar? Well, the market had a bitter surprise this year.
·1 min·2·Beginner
03An app that runs is not a good app. Without refactoring and testing, it's unusable in production.
In the last couple of years, something wild happened: AI code generators got so good that literally anyone can spin up a working app in minutes. Describe what you want, let the model cook, and — boom — something that actually runs. It's wild, right? Well, not quite.
Here's the catch: between "the app doesn't crash on startup" and "the app is actually good" there's a massive gap that people like to pretend doesn't exist. An AI-generated app works, sure. But it's like a car rolling off the assembly line without a single test drive. Technically, it moves. Practically? The brakes might not work.
What's missing? Start with code quality. AI tends to generate solutions that work, not code that's clean or maintainable. Throw in mediocre performance, error handling that's basically non-existent, and a structure that'll make whoever touches it next month want to rage-quit. And security? Yeah, that's usually an afterthought. Input validation? Data protection? "We'll get to that later," the AI basically says.
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Then there's the user experience angle. AI doesn't know what it's like to actually use the thing. It generates interfaces that make sense on paper, but the moment you click around you realize it's a mess. Buttons in weird places, workflows that don't flow, error messages that tell you absolutely nothing.
Here's the brutal truth: AI has made the first 5% of the work (getting it to run) trivial. But the other 95%? Testing, refactoring, security audits, UX polish, documentation — it's still sitting there, waiting for you. It's like having a 3D printer that builds your house in a day, sure, but you still have to figure out where everything goes, if there's enough outlets, and whether the roof leaks.
So the real question isn't "can you use AI to make an app?" Obviously you can. It's "are you willing to do the actual work after?" If the answer's no, that working app you generated isn't worth much anyway.
While the tech world was buzzing about OpenAI, Anthropic made its move. They just dropped Opus 5, a model they claim is almost as good as their legendary Fable 5.