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Right-size requests & limits — safely

The #1 waste and OOMKill source, fixed without restarts.

Guesswork requests & limits

ML recommends CPU/memory from real usage — no more padded requests.

40% CPU / 57% memory reclaimed
Smart Sizing

Resize without restarts

In-place resize as demand moves — no pod evictions.

0 restarts
Realtime Resizing

Safe scaling bounds

Min/Max guardrails prevent the HPA/VPA death spiral.

No death spiral
Min/Max Recommendation

Frequently Asked Questions

How does Wave right-size requests and limits safely?▼
Smart Sizing analyzes real CPU and memory usage percentiles and recommends requests and limits that match actual workload behavior — not padded guesses. Recommendations ship with a confidence signal so teams can trust them before applying.
Does resizing require restarting my pods?▼
No. Wave uses Kubernetes in-place pod resize to change CPU and memory allocations on running pods — no restarts, no evictions, no downtime.
How does Wave prevent the HPA/VPA death spiral?▼
Min/Max Recommendation sets data-driven guardrails on resize and scale actions, so sizing changes stay within safe bounds instead of triggering runaway replica growth.
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