I’ve been using AI coding tools a lot recently (Cursor, Copilot, Claude Code, etc.).
They’re amazing for speed and you can build features way faster than before.
But I’ve started noticing a pattern after working on the same project for a while:
- duplicate functions instead of reusing logic
- second “auth” or API layers appearing out of nowhere
- random files being added
- builds breaking after small AI-generated changes
It’s not obvious at first, but over time the project becomes harder to maintain.
I’m trying to understand if this is a common issue or just something in my workflow.
So I made a short survey (2–3 minutes):
https://forms.gle/qchHotjCM1XUh4Vn9
No personal data, no code sharing ,just your experience.
If you’ve used AI tools in real projects, I’d really value your input.
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