Leave headroom
2026-10-31
Running a machine at ninety percent memory or CPU looks efficient on a graph. In practice it means there is no room for the burst that always comes, and the burst then turns into swapping, timeouts and restarts.
Planning for half to two thirds of capacity in normal operation feels wasteful until the first traffic spike passes without anyone noticing.