Building apps on AI-native frameworks like Antigravity can unlock speed, but it also introduces a new class of risk: systems that evolve quickly without the grounding of deep architectural oversight. In this case, a Series… How We Embedded in an Antigravity Codebase in 24 Hours and Shipped in 48