Building with no plan on Lovable turned the author’s first project into a chaotic mess. The fix? Create a throwaway prototype first. By spending a few hours sketching high‑level flows, layouts, and components, the author could test ideas without committing to code.

Once the prototype clarified the user journey, the team used Lovable’s chat to summarize lessons and fed that into ChatGPT to craft a solid foundation prompt. The result was a cleaner starting point and fewer side effects. The author, a product manager, had previously rushed into development, causing unintended changes that spiraled into tech debt.

Throwaway prototypes let him identify reusable patterns, anticipate scaling issues, and avoid over‑architecting. He built separate experiments for desktop and mobile, adjusting call‑to‑action buttons to match device habits. The final AssMan.ai site features a clear logo, a beta tag, and a pulsing green button that guides users to upload or take a photo of a tactic screenshot.

This approach shows how rapid iteration can reduce costly rework. As low‑code tools mature, the gap between idea and production shrinks, making throwaway prototypes a valuable habit for teams.