Scaling pain arrives earlier when AI writes the code

A developer reports that AI-generated code accelerates development but introduces scaling challenges earlier in the product lifecycle, as the speed of code creation outpaces traditional infrastructure and testing readiness. The project highlights the need for teams to adapt their scaling strategies when leveraging AI coding tools.