Kubernetes 1.37 makes HPA scale-to-zero beta and enabled by default for suitable external metrics. The feature can eliminate idle workers, but only when queues and cold-start budgets are designed correctly.
Kubernetes Can Now Scale to Zero: Where the Savings Are Real—and Where Cold Starts Hurt Read Post »
A resilient industrial cloud design decides what stays local, what can wait, and how buffered IoT data safely rejoins enterprise workflows after connectivity returns.
Protect developer endpoints, repositories, ephemeral runners, dependencies, artifacts, identities, and deployment policy as one connected cloud security system.
Turn storage anomalies—egress spikes, request surges, rate limits, and unexpected growth—into an owned, repeatable cloud operations workflow.
From Storage Dashboards to Action: Building an Anomaly-Response Loop for Cloud Data Read Post »
A cloud cost operating model for bursty AI workloads that connects capacity decisions to service levels, unit economics, and business value.
FinOps for Elastic AI Infrastructure: Control Unit Cost, Not Just the Monthly Bill Read Post »
