Layer 3. If it doesn't scale economically it gets sunset regardless of technical quality. Token economics, protected costs, and denial of wallet.
AI didn't make engineering principles less important. It made the ones we took for granted matter more. Production AI is the architecture, tradeoffs, and judgment that separate demos from systems that survive production. Written for engineers, and the leaders responsible for them.