1.
Scrape intervals & delays

Prometheus, DataDog, HPA checks could take eternity at scale

2.
Multi‑cluster coordination

Clusters scale independently unless you unify metrics

3.
GPU & AI workloads

GPU nodes are expensive; scaling them wrong burns cash fast

4.
Security & compliance

Hardened images and FIPS matter in regulated environments