I tried to vibe-code my way to a SaaS… and failed
Last summer, the idea for my SaaS, Xolora, started to take shape. Around the same time, the concept of vibe coding was blowing up. As a non-technical founder, it sounded like a dream come true. No coding experience? No problem, just let AI handle it.
The beginning was incredibly promising. Using Emergent made me feel unstoppable. I was seeing my idea come to life.
But then, reality hit.
The moment the architecture required deeper complexity the magic completely faded. I stopped building and started drowning. I spent days stuck in endless debugging loops, trying to explain to an AI errors that I didn’t even understand myself. I was burning precious time, and honestly, the Vercel deployments and GitHub conflicts became a nightmare. The vibe-coded version was far from a real, stable product. In fact, it was embarrassing.
It was a tough pill to swallow, but it made me realize that AI is a powerful assistant, but it doesn’t replace structural software engineering when you're building a scalable product.
Instead of giving up, I decided to pivot my approach. I teamed up with a professional developer. Now, we are rebuilding Xolora properly to actually deliver the value that solopreneurs and small business owners need, without the fragile vibe-code foundation.
For the other non-technical founders here: Have you managed to launch a complex SaaS purely on vibe-coding, or did you hit the same wall? At what point did AI stop being enough for you?
Replies
I had same issue, did you try fixing bugs step by step?
@tessa_lynch Yes. But I hated it. And the vibe-coding tool I used didn't seem to listen to me. Like the bug was fixed and the next day, the tool was writing some random line of code, so the bug was there again. I got really tired of it.
Propane
@tessa_lynch @mona_kohlhaas this is the realest part of the whole thread imo. you get a dev who actually understands what you're trying to build, and suddenly you're a team instead of one person fighting tooling issues. that pivot moment is what separates the "vibe coded it together in a weekend" stories from actual products people use
@tessa_lynch @atherkildsen I agree. At this point I believe that a fully vibe-coded tool is not scalable or market-ready. Having a dev makes me so much more confident in my tool as well. I now know that the tool is going to work. With my vibe-coded version I just would have hoped for the best.
Sounds real, what made you finally add a developer?
@sanjau_sanjay Talking to a friend (who's also seriously interested in my tool) who sees the potential of my tool/idea. He looked at my vibe-coded version and was very honest with me. It was a pretty bad version of Xolora, but he also said that the tool could be great and valuable. That made me think bigger again. Then I realized I needed to get someone onboard, who knows how to code. And I am very happy with my developer. We're a good team from day one.
Loomal
@sanjau_sanjay The developer trigger is usually a specific failure mode that vibe coding can't recover from — auth integrations, multi-tenant data models, anything that requires understanding the whole system state at once. It's not that the AI is bad at those things, it's that the developer knows the questions to ask. What was the specific wall that made you finally make the call?
@sanjau_sanjay @dannyheng Exactly. The developer knows what to ask and what to do. I didn't. Work done by experts is always better.
Serand
This is probably one of the most honest descriptions of vibe coding I’ve read so far 😅 The first 70% feels magical… the last 30% becomes architectural survival.
@maali_baali Yes. I think vibe-coding only works when you know how to code. But if you're a non-techie it quickly becomes a nightmare. I feel so much more confident now about my SaaS as I have a good developer by my side.
I am a developer myself and I was building some pet projects using pure vibe-coding (as a proof of concept) and I can say that while the LLMs are able to do a great job in writing the code, they are still not able to do this perfectly (unsurprisingly, right? :) ) - so I don't think that launching a full-fledged product using exclusively vibecoding is possible nowadays (not saying that it won't be possible in, let's say, 5 years)
@sk_uxpin But for you the debugging it easier than it is for me. You know what to do. I don't. So I think for vibe-coding you need at least a little bit of coding knowledge.
Also my developer said that AI sometimes comes up with imaginery code. It makes up its own thing. And that was harder to debug. I wouldn't even know.
Let the experts do the work and get good results.
But maybe in 5 years vibe-coding will be better.
@mona_kohlhaas can't agree more - that's exactly what I meant
@mona_kohlhaas This feels like the gap between “I built something” and “I have a product.” AI can help a non-technical founder move incredibly fast at the start, but once architecture, auth, deployment, and debugging get messy, you need structure and review loops, not just more prompting.
@alpertayfurr Yes. It's hard to fix something you don't understand. And I think Xolora will be much better when it's done by a professional.
@mona_kohlhaas Yeah, that makes sense. AI can get you surprisingly far, but when the system becomes real, professional structure starts to matter a lot. Even if you don’t build every piece yourself, understanding the logic enough to make good decisions is still a huge advantage.
@mona_kohlhaas @alpertayfurr Do you know anyone with no technical background that has successfully built an AI coded new app?
@alpertayfurr @withmarlowe No. There are people who claim they did, but I don't know how scalable or complex their apps are. But I personally don't know anyone.
@mona_kohlhaas @alpertayfurr Agreed. When AI goes down the wrong path confidently, it derails with full steam ahead.
@alpertayfurr @jkfu And you hard crash before you know.
@mona_kohlhaas I think this is a really honest and useful post.
The first version of a product can feel magical with AI because you can see screens, flows, and features come together so quickly. But once the app starts behaving like a real product, the hard parts show up: architecture, data models, auth, deployments, debugging, Git conflicts, and figuring out what a change might break.
That is where AI is powerful, but it still needs engineering structure around it.
The pattern I’m starting to believe in is:
understand the codebase → plan the change → edit → test → verify
Not just “prompt → generate → fix errors.”
For non-technical founders, I think the biggest unlock is not necessarily avoiding developers forever. It is using AI to get much further, much faster, while still bringing in engineering judgment when the product starts needing real structure.
So your pivot makes a lot of sense to me. It is not really a failure — it is probably the point where the product moved from prototype to software.
@shivyadavus Thank you! I really think developers are useful for non-technical founders. In my case I also lost the joy in vibe-coding once I hit issues that I couldn't solve. It didn't make me want to learn how I can solve issues myself. I realized it's just not for me. So having a developer on board means he does what he is good at and I do, what I am good at.
I think there's way too much hype around vibe-coding. And that hype leads to false expectations. I fell for those but learned my lesson. At this point AI cannot generate a fully working complex SaaS.
Terminal Mode by Even Realities
Oui, completely agree with you here - especially on the vibe-coding bit. The issue is not the model per se, but the lack of clarity in the instructions and requirements.
I always make sure I have a good idea of what's happening on the infra stack before giving Claude the OK to kick things into gear. What also helped me loads are detailed spec.mds and requirement docs - if they can keep going back to the source of truth, your you chances are exponentially higher.
@yulesenmiao The thing is that without any technical knowledge it's hard to understand what is happening on the infra stack. Without that knowledge you probably don't know what spec.mds are. Vibe-coding requires at least a little bit of coding knowledge.
This is one of the most honest posts I've read here in a while. The "first 70% feels magical, last 30% is survival" comment in the replies nails it perfectly. I had a very similar experience building an internal tool. Everything worked great until I needed proper auth, error handling, and rate limiting. The AI-generated scaffolding just started cracking under real conditions.
The decision to bring in a real developer instead of giving up was the right call. I think the sweet spot for non-technical founders is using vibe coding to validate the idea fast, then rebuilding properly once you know people actually want it. Using it to ship a production SaaS from scratch is a different game entirely and most people figure that out the hard way
@nolan_vu I feel that the hype around vibe-coding leads to false expectations for non-technical founders. And I fell for that hype. I really thought I could get a production-ready SaaS from it. But boy, was I wrong. It can get you a prototype. But for the real deal you should get a professional.
@mona_kohlhaas I agreed, a professional can minimize the risks of doing wrong at first, but hiring them can cost you and I more than our budget. So try to consider it as the optional choice
@nolan_vu The cost is really an issue. But my dev is from Morocco and since we are planning a long-term partnership and one of his friends connected us he made me an insanely great offer.
I actually wasted more money vibe-coding than what I'm paying my dev.
Persona.js
@mona_kohlhaas How much did you spend on vibe coding, if you don't mind sharing? I'm really interested in storied that hit "the wall" in this way!
Premarket Bell
I think vibe coding works best for validation and prototypes, not long-term maintainability. The moment scale, auth, infra or edge cases appear, complexity compounds fast.
@daniel_henry4 Indeed. My developer said the same. He said that vibe-coded apps are not made for scaling. And that if 100 users were using it at the same time it would break.
I think it's always best to give expert work to the expert. Lesson learned.
really feel for you on this one, the day-2 problem with vibe-coded apps is real and i think a lot of us have hit some version of it.
something that's worked for me might be useful here. I'm also solo, launched a film discovery tool called Perfery (perfery.com) a few weeks ago. Almost all the code in the repo was written by Claude Code, not me. But i wrote the 75-register taxonomy of how films feel by hand (warm hug, melancholy beauty, neon nights, anxious dread, etc.). I wrote six algorithm principles the ranker has to follow. I wrote the architecture decisions. Then i had Haiku classify 42K films against the taxonomy in a single batched pass.
So the split that's been working for me is AI as executor, not AI as architect. Claude writes the code, i hold the line on what the product actually is. When it tries to freelance i catch it and tell it to revert.
Sounds like that's basically what your developer is going to do for you on v2, which is a really solid call. Good luck with the rebuild, rooting for you.
@mattstpeter Thank you so much! Having a developer on board takes away a lot of my frustration and I can fully focus on the marketing/getting beta testers.
Whenever I told AI to revert, it ended up working in circles and I just really didn't enjoy it. My tool is going to be a SaaS which needs to be scalable, robust and GDPR compliant as I'm living in the EU. And I think vibe-coding could not have achieved all of these standards.
But I am impressed that you launched a vibe-coded product. I hope the launch went well. :)
@mattstpeter I am having a similar experience using Claude to write the code. I am educated as a building architect, with no background in software, but building an app is a bit like designing anything. A strong vision is necessary to keep on track, and every design decision along with way needs to adhere to the main goal. I felt that I had a strong vision, so I was able to tell Claude what I wanted. Haven't launched yet, but I am using my app and it is working well for me.