I had a good chat with Claude AI today. He confirmed that Bubble.io can build every feature on my list.
As far as speed. I learned that code-generation tools are often faster for the first 30% of an app. Where they slow down: when you need to wire up authentication, databases, payment, file storage, background workflows, and admin tools, you’re now debugging actual code. If you’re not a developer (or don’t want to be one for this), the time savings evaporate.
Bubble is the opposite curve. The first 30% is slower because you’re clicking through a visual editor instead of generating code. But the next 70% — auth, database, workflows, Stripe, file storage, admin panels, user roles, scheduled jobs — is dramatically faster because it’s all built in. For a founder solo-building an MVP that needs login, billing, persistent data, and AI calls, Bubble usually wins on total time-to-launch.
I need a tool that lets me (a non-developer attorney/founder) iterate fastest based on user feedback after launch. Bubble’s editor lets you change a workflow in 30 seconds. Lovable.dev and other code-generation tools require regenerating code, which can introduce drift. For an MVP whose whole point is to learn what users want, Bubble’s iteration loop is hard to beat.
I feel much better that I did make the right decision to build my law/business/psychology/science decision integrity AI app with Bubble.io. My my work and time was in the right direction.
JON RIKI KARAMATSU 