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How AI Tools Are Changing the Scope (and Expectations) of Web Development Projects

The rise of AI-powered tools-wireframing with a few prompts, instant UI mockups, code generation-has transformed web and mobile development. But not always in the ways clients think.

On paper, many AI features promise speed, cost savings, and creative acceleration. In reality, they often move the bottleneck, rather than remove it.

A tool that generates wireframes instantly? Great. But if the structure doesn’t reflect your users’ real behaviors or your product’s unique positioning, someone still has to rethink it-and build it right.

AI-assisted code writing is impressive. But maintaining that code, integrating it into your system, securing your data, and making it user-friendly still requires thoughtful human input.

At Appstuck, we’ve seen a sharp rise in AI-vibe and no-code projects that start strong with these tools but get stuck when it’s time to polish, secure, and launch. That’s where our team comes in-to bridge the gap between what smart tools can start and what great teams must finish.

AI is changing what’s possible, but not removing the need for skilled product thinking, creative problem-solving, and well-structured code.

If you’re working on a project that showed early promise but now feels stuck-or you’re navigating where AI ends and human expertise begins-I’d love to connect.

Let’s talk about how to get your vision over the finish line.