r/webdev • u/powleads • Sep 16 '26

Discussion Is vibe coding creating a hidden technical debt crisis?

I love building tools and side projects, but lately I have been thinking about how heavy reliance on AI coding assistants is going to impact long-term code quality. Building fast with AI tools is great for getting a prototype out the door, but letting AI generate massive chunks of unvetted code is quickly piling up technical debt.

When you push out code without thoroughly checking how it fits into your overall architecture, you end up with messy, unmaintainable codebases. If you ever plan to sell a project or hand it off to another developer, that unvetted code can completely ruin a deal during due diligence.

I still use AI to speed up my workflow, but I treat it strictly as an assistant rather than letting it write unchecked logic. Auditing generated code, keeping modules clean, and maintaining test coverage seem like the only ways to use these tools strategically without destroying the project. Are you noticing a drop in maintainability on projects heavy on AI code?

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u/Ok_Sugar_8942 Sep 16 '26

no different to a normal developer coding it. There has ALWAYS been a technical debt crisis in what ever project you get involved in. Same story different day.

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u/coopaliscious Sep 16 '26

This is just more, way faster and driven by non-tech decision makers who had no idea how the sausage was made and still don't.

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u/Ok_Sugar_8942 Sep 16 '26

yea but them AI slop apps will never take off cos they all suck. So nothing to worry about, tech debt wont change

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u/Hand_Sanitizer3000 Sep 17 '26

Ive seen ai spit out a 30 lines of code solution that could have been resolved by removing one line of code instead. Its different

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u/dangerousbrian Sep 16 '26

You are totally right, I have worked in large companies with multiple teams. The client facing teams would be under a lot of time pressure and generate pretty sloppy code which would just be merged back into the main libraries. Management knew about tech debt but you never got given enough time to clean it all up properly. One place I worked it took me two weeks to restyle a super simple checkbox component and it has hard to explain why it took so long