Ever wondered if AI can truly turn you into a programmer? I decided to find out by using 'vibe coding' to build a better version of Zillow, and the results were both eye-opening and surprisingly controversial. Here’s the full story of how it went—and why it might just challenge everything you think you know about coding.
As someone who’s written extensively about AI’s potential to democratize programming, I felt it was time to put my money where my mouth is. I turned to Claude Code, a tool I’d been curious about since interviewing its founder and tracking its meteoric rise. Anthropic, the company behind it, boldly claims it’s “the best coding model in the world.” But here’s where it gets controversial: can AI really replace human programmers, or is that just hype? I was about to find out.
First hurdle: there’s no beginner-friendly guide for non-programmers to set up Claude Code. Anthropic created one just for me, complete with FAQs like, “What is a Terminal?”—a question no programmer would ever ask, but I desperately needed. Armed with this, I dove in, subscribing to the $100/month Max plan (though the $17/month Pro plan likely would’ve sufficed).
But here’s the part most people miss: vibe coding isn’t just about generating code snippets; it’s about tools that can access your computer’s files and understand your entire codebase. That’s why it’s still primarily for professionals—for now.
My goal? Build a website that solved a real-life problem: determining walking distances to public transit while house hunting in NYC. Zillow and Redfin left me copy-pasting addresses into Google Maps—a tedious process. My Claude-Coded website would pull listings from Redfin and automatically calculate walk times to the nearest train stop. Sounds simple, right? Wrong. Here’s where it got messy.
After three days of chatting with Claude, I had a functional website. But troubleshooting was a rollercoaster. The Zillow API connection failed repeatedly, and the walk time calculations were off by several minutes. Turns out, Claude missed a critical detail: Zillow’s free API had been discontinued. Switching to Redfin’s data finally worked, but only after hours of back-and-forth. And this is the part most people miss: AI isn’t perfect, and it still relies on human oversight.
The final product? A custom house-hunting website with a walk time filter—my own personal Zillow upgrade. But the experience left me with more questions than answers. Is vibe coding ready for non-programmers? Can AI truly replace human intuition? I’m not so sure. While it’s a powerful tool, it’s far from foolproof. And that’s the controversy I’m inviting you to discuss.
What do you think? Is AI the future of coding, or just another overhyped tool? Let’s debate it in the comments.
