I often saw vibe coders, including myself, messing and fighting with AI IDEs like cursor/windsurf for auth logics, automated workflows, webhooks.
AI frequently breaks these complex logics. I assume that AI is very good at UI/UX and page designs, but it breaks the hard stuff and the backbone of any business or SaaS.
I want to 2 ask questions
Is the pain real? Are Vibe Coders or any other users building with AI IDEs experiencing these issues?
Have you lost time, money, or users because AI generated incomplete or broken backend logic?
This is the 'Vibe Coding' wall everyone hits. I’ve been building an open-core CMS recently, and I found that AI agents go off the rails when they have to manage a 'decoupled' architecture (like a separate frontend and a headless backend).
We solved the 'breaking webhooks' issue by moving to a unified Next.js 16 / Supabase stack. When your UI, API routes, and DB migrations all live in the same /app folder, the agent’s context window actually understands the entire lifecycle of a request.
One other trick: We forced our AI to only output strict JSONB for content blocks. It basically acts as a physical barrier—the agent literally cannot output raw HTML that breaks the layout or sanitization logic.
Are you finding that the AI breaks things more when it tries to refactor existing logic, or when it’s trying to 'guess' how your backend is structured?
Have I lost time? Definitely. There have been moments where an AI-generated script for a sitemap or a dynamic UI element looked perfect but broke under specific conditions, leading to hours of manual troubleshooting. It’s a classic trade-off: you save time on the frontend but 'pay' for it in backend debugging.
Yeah, the pain is real. AI IDEs are great for scaffolding UI and simple backend flows, but they tend to fall apart on auth, webhooks, async workflows, and anything with edge cases or strict guarantees. In my experience it’s not “everything breaks,” it’s more that you get 70–80% working fast, then spend disproportionate time fixing subtle bugs AI didn’t account for. That’s usually where time gets lost.
Thanks for confirming it. To be honest, I have been building a node.js + typescript backend for the last few weeks that handles the auth, idempotent Stripe webhooks, LLM cost controls, and durable job queues. However, I was not sure that people would really pay for this, or I am just wasting time building this. I am not trying to sell you anything. Just trying to figure out if people will pay for this solution or not.
Thanks for the comment!