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Kubernetes for Developers: From Code to Cloud with Gateway API, Ambient Mesh, and Cost-Aware Scaling by Luther C. Hansen

Kubernetes for Developers: From Code to Cloud with Gateway API, Ambient Mesh, and Cost-Aware Scaling

by Luther C. Hansen
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Book cover type: Paperback
  • ISBN13: 9798298253611
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 156
  • Original Price: USD 20.0
  • Language: English
  • Edition: N/A
  • Item Weight: 282 grams
  • BISAC Subject(s): Programming / General

Kubernetes for Developers: From Code to Cloud with Gateway API, Ambient Mesh, and Cost-Aware Scaling

If you're a developer moving applications from your editor to a Kubernetes cluster, you already know the hurdles-slow feedback loops, unpredictable costs, routing headaches, and the constant pressure to keep deployments reliable. The challenge isn't just making Kubernetes work; it's making it work efficiently, securely, and without burning hours on trial and error.

This book gives you the complete, modern workflow to bridge that gap. You'll learn to combine Gateway API for flexible traffic routing, Ambient Mesh for low-overhead service connectivity, and cost-aware scaling strategies to keep performance high without runaway bills. Every concept is backed by proven, production-ready techniques that you can apply immediately-no filler theory, no outdated patterns.

Inside, you'll master how to:

  • Build a rapid "inner loop" using Tilt, Skaffold, and Telepresence for faster coding, testing, and debugging.

  • Deploy and secure services with Gateway API, from simple HTTP routing to advanced TLS, weighted traffic, and east-west mesh patterns.

  • Serve AI and ML workloads with the Inference Extension for Gateway API, optimizing GPU usage and reducing latency.

  • Adopt Ambient Mesh for secure, mesh-wide identity and mTLS without the sidecar tax-then layer L7 controls only where needed.

  • Implement observability without touching your application code, using Pixie, OpenTelemetry, and practical error budgets.

  • Apply real-time cost visibility with OpenCost and scale workloads using HPA, VPA, and KEDA-tying autoscaling decisions directly to dollars.

  • Build a secure software supply chain with image signing, SBOM enforcement, and policy-driven deployment gates.

  • Assemble a complete code-to-cloud CI/CD pipeline that enforces quality, security, and budget constraints at every step.

Whether you're building microservices, AI inference APIs, or high-traffic web apps, this book shows you how to structure Kubernetes workflows that scale with your team and budget. You won't just ship code-you'll ship it faster, safer, and with predictable performance.

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