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Vibe coding with overeager AI: Lessons learned from treating Google AI Studio like a teammate

  • 15 hours ago
  • 1 min read

I set out with a clear and ambitious goal: To build an entire production‑ready business application by directing an AI inside a vibe coding environment — without writing a single line of code myself. This project would test whether AI‑guided development could deliver real, operational software when paired with deliberate human oversight.  


The application itself explored a new category of MarTech that I call 'promotional marketing intelligence.' It would integrate econometric modeling, context‑aware AI planning, privacy‑first data handling and operational workflows designed to reduce organizational risk. 


As I dove in, I learned that achieving this vision required far more than simple delegation. Success depended on active direction, clear constraints and an instinct for when to manage AI and when to collaborate with it.


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