HTTP/gRPC autoscaling
Production‑ready, Envoy‑
backed, header‑routing, maintenance/wait pages, fallback.
Predictive autoscaling
Proactively scale Kubernetes clusters before demand spikes occur, helps with cold starts and overall stability.
GPU & AI autoscaling
NVIDIA/AMD/Intel use cases; push‑based metrics.
Instant vertical autoscaling
Scalers for declarative transitions and instant utilization-based scaling.