Vibe Coding to Faster Lap Times

Can a non-software engineer vibe code their way to digitizing motorcycle racing setup data? Lets discuss my attempt at trying to utilize AI to build a real-world, AWS Amplify application from scratch using only vibe coding and the lessons I've learned from it. Can I go from just a pen and a notebook, wave the magic wand of AI over it and come out with data-driven insights that improve my laps times and win me races? Or did I just end up with a big co-pilot bill and some spaghetti code?