As systems grow, the limiting factor is rarely CPU or memory — it is the cognitive load on the engineers maintaining them.
Reducing Extraneous Load
Consistent naming conventions, clear module boundaries, and self-documenting code reduce the mental overhead of understanding a system, leaving more capacity for solving the actual problem.