Why Vibe-Coded Apps Get Harder at Scale

​Why Vibe-Coded Apps Get Harder at Scale is a practical session for builders, founders, and teams who are using AI tools to move fast, but are starting to realize that shipping the first version is not the hard part anymore. The real challenge begins when users show up, workflows get more complex, data needs structure, and the app has to keep evolving without breaking every time you add something new.

​In this session, we’ll unpack why vibe-coded apps often feel easy in the MVP stage but become harder to manage as the product grows. We’ll talk about the difference between building a quick prototype and building software that can support real users, real workflows, and real business needs. Attendees will leave with a better understanding of how to think about structure, scalability, product strategy, and what builders should do before they keep adding more features, agents, and automations.