- Platform/SRE — Learn: Beta (pre-GA) feature that eliminates the need for external add-ons to scale queue consumers and GPU/CPU batch workloads to zero; worth evaluating in non-production clusters now, with a plan to adopt when it reaches GA.
- CI/CD — Skip
- Leader — Learn: The scale-to-zero HPA capability has meaningful cost-reduction potential for GPU and dedicated-CPU workloads, but it is still Beta; track for inclusion in platform cost-optimization standards when it reaches GA.
- Signals: Kubernetes 1.37 EOL 2027-10-28