Google AI Studio for Founders: What it’s great for — and where it will bite at scale
Google AI Studio excels at rapid AI prototyping and demos but faces scalability issues like rate limits, poor observability, and weak data governance. Transitioning to Vertex AI with Cloud Run, Firebase Auth, and RAG architecture is recommended for production-ready, scalable AI applications.