Guiding AI to Better Architectures: Transport Abstraction in Firecracker APIs

This article reveals the collaborative process between human judgment and AI assistance in software architecture. Rather than accepting initial generic designs, the developer steers crucial decisions—like abstracting transport layers and enforcing service-layer separation—that enable future protocol flexibility without costly refactoring. It demonstrates how critical thinking combined with AI tools can prevent technical debt from the design phase itself.