StackBridge: Transparent Migration & Architecture Decision Engine for MVPs

Yes Bubble is great for an MVP if you want to test an idea fast. Lots of founders use it to get their first paid users before touching real code. ​The big upside is speed. You get the frontend database and API connections all in one place without hiring a developer. ​The main downside is vendor lock in since you cannot export the code later. You also have to watch how you build your database queries so your monthly usage costs stay low as you grow. ​If your goal is just validating market demand fast it is a solid choice.

tl;dr: don't use bubble. Go with ai instead I would hold back from using bubble. When I first thought of building an app, I chose bubble. But it comes with so many restrictions. You do not get your code until and unless you're on enterprise plan. So if you later want your code, you cannot. So you'll basically be starting from 0 again. And, its painful to shift users from bubble to your app later Its easy to start, hard to master. It has a very high learning curve. You can make basic landing pages easily. But to make funtional websites, you'll need to spend months learning it And most importantly: it has that one feature which caps the usage of your website. Like something like workload. If you got more users, you'll have to pay them more to keep up with your website. I literally don't find any reason to use bubble. Going with ai is always a better choice. You can refractor it within a day, add features, keep your code. I have built 4 apps so far with ai. It takes 2 weeks on an average to ship mvp. On bubble, it took me entire month to build a signup page.

Ok I have some mixed responses some say use bubble for validation some say use ai.. I guess those who said ai have some good knowledge in coding (thats my opinion you can correct me) I tried to do some research tell me your opinion.:: **Bubble** Database, backend, auth, hosting and workflows built in Easier for non-developers Faster to build and maintain yourself Vendor lock-in; app code isn’t portable Can become more expensive as usage scales **AI coding (Claude Code, Cursor, Codex, etc.)** You own the code More flexibility and potentially cheaper at scale Easier to migrate/change infrastructure Requires more technical knowledge You still need to understand/check auth, security, database, backend, deployment and payments AI can generate code that works but is poorly designed or insecure **Main trade-off:** Bubble gives you simplicity and an all-in-one platform. AI coding gives you ownership and flexibility, but also more technical responsibility. 1. First questions does those technical understanding achievable with ai? Im skeptical. My opinion: use bubble validate the idea.. i saw the starter is $59 monthly for bubble 175 WU, if the work unit expands its tiny amount to charge..and you dont need to upgrade to higher package. I guess the question is $59 worth it . I guess if the saas does well the data you can still export..only the infrastructure you need to build so this i can get ai + developer… Hope someone sees it and give me some advice 🙏🏼