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Notes from the team building the autopilot.

Post-mortems. Benchmarks. The kind of FinOps detail you actually need before you run the migration. One post a week, no fluff.

cloud-management

Automated Cloud Scheduling Non Prod Environments

Your non-prod environments ran all weekend and were billed for every hour. Here's the case for automated scheduling, how it works in Kubernetes, what breaks, and how teams recover 60%+ of idle cloud spend

Riya Mittal Apr 8 · 6 min
cloud-management

How to Right-Size Kubernetes Node Groups Without Breaking Production

Most Kubernetes clusters run at 35% CPU utilization, and nobody revisits node sizing after launch. Here's the measurement process, blue-green rotation pattern, and 72-hour soak checklist to right-size safely without production incidents.

Bableen Kaur Apr 8 · 8 min
cloud-management

Cloud Cost Anomaly Detection

Surprise cloud bills don't announce themselves. Learn how to set up cost anomaly detection on AWS, GCP, and Azure to catch spikes in hours, not 30 days later when the invoice arrives.

Muskan Bandta Apr 6 · 7 min
cloud-computing

Event-Driven Autoscaling: Beyond CPU

PU is the wrong scaling signal for queue workers, batch jobs, and async services. Learn how KEDA scales on queue depth, Kafka lag, Prometheus metrics, and cron schedules to cut idle compute costs by up to 73%.

Amanpreet Kaur Apr 3 · 7 min
cloud-management

GKE Autopilot vs Standard: Which Is Actually Cheaper

GKE Autopilot isn't always cheaper than Standard. Learn exactly when each mode wins, how Autopilot's minimum pod billing surprises teams, and which workload profiles justify the switch.

Bableen Kaur Apr 3 · 6 min

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