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How we solved the GPU optimization problem for Kubernetes

How We Solved the GPU Optimization Problem for Kubernetes

A single GPU can waste $70k per year. The problem is measuring the nvidia-smi utilization metric wrong. Here's how Sedai rebuilt the GPU utilization measurement from the hardware up to actually fix it.

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FinOps & Engineering Both Want to Lower BigQuery Costs. So Why Hasn't Anyone?

FinOps & Engineering Both Want to Lower BigQuery Costs. So Why Hasn't Anyone?

If your team is using BigQuery at scale, there's a good chance your FinOps and engineering teams are both trying to lower the bill, but neither are succeeding. This is why.

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Predictive Autoscaling in Kubernetes

Predictive Autoscaling in Kubernetes

Learn how predictive autoscaling in Kubernetes anticipates demand, reduces costs, and improves performance. Discover how Sedai automates scaling decisions in real time.

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Sedai BigQuery Optimization

What If Your BigQuery Slots Managed Themselves?

Sedai BigQuery optimization analyzes, right-sizes, and optimizes your reservations and autoscale settings automatically.

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Hidden Costs in Kubernetes Testing

Hidden Kubernetes Testing Costs

Discover hidden Kubernetes testing costs & learn how to reduce Kubernetes testing costs by eliminating idle resources, oversized environments, & inefficient scaling.

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Why Your Well-Governed Infrastructure is Still Wasting 30% of Your Cloud Budget (And How We’re Working with Spectro Cloud to Fix It)

Sedai and Spectro Cloud are the ultimate combination for Kubernetes optimization and management.

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What are Common Kubernetes Anti-Patterns?

What are Common Kubernetes Anti-Patterns?

Learn the most common Kubernetes anti-patterns, from misconfigured resources to scaling issues, & how to avoid hidden costs & performance risks.

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Best Practices for Tagging AWS Resources

Best Practices for Tagging AWS Resources

Learn AWS tagging best practices to improve cost allocation, governance, & automation. Build a tagging strategy that supports accurate optimization & scaling decisions.

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The Case Against LLMs in Your CI/CD Pipeline

The Case Against LLMs in Your CI/CD Pipeline

AI agents are replacing traditional CI/CD pipelines, but LLMs don't belong in production decision-making. Here's what safe agentic CI/CD actually requires.

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