Cloud spending is becoming the architecture problem nobody can hide anymore. In August 2026, Amazon raised its annual infrastructure spending plan to roughly $220 billion, while industry capacity remains constrained by AI demand, power, and data-center availability. The controversial part? Most startups do not have a cloud-pricing problem. They have a software-design problem. Throwing more instances at traffic is easy; making every extra request materially cheaper is harder. A scalable ...