If you’ve worked in infrastructure or observability engineering for more than a few years, chances are you’ve been told more than once that practices like sampling, data aggregation, and short retention windows are just “best practices.” The rationale is familiar: save money, reduce system strain, stay agile. But I want to challenge that framing. These aren’t best practices. They’re coping mechanisms. And they’re costing us more than we realize.