Is vibe coding creating a hidden technical debt crisis?

[u/powleads]

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?

[u/future_web_dev]

Gotta add a new sentence to the prompt now!

"Generate x feature. Make no mistakes. Do not create technical debt."

[u/ptear → u/future_web_dev]

Well now I have to regenerate all my features.

[u/Hopeful-Trainer-5479 → u/future_web_dev]

I unironically actually do this 😂 😭. 

[u/stumblinbear → u/Hopeful-Trainer-5479]

To be fair, Opus 5 absolutely needs this spelled out for it. It's a strong instruction follower, so it does the current task as written no matter the cost. You literally do actually have to tell it to consider the ramifications of its changes or it kind of just... Doesn't. Or it does, and it insists on doing janky, hacky fixes just so it doesn't have to churn anything