Accurate pod requests improve scheduling and stability, but Kubernetes treats requests as hard reservations rather than forecasts, so waste still accumulates through HPA headroom, minReplicas buffers, and node-level fragmentation. Zesty’s MDA, APP, and FastScaler close these gaps by keeping pod sizing, placement, and spike protection continuously aligned with real usage.
