After two decades of deploying and managing containerized workloads across enterprises, I’ve watched Kubernetes evolve from a complex orchestration tool into the de facto standard for container management. Azure Kubernetes Service (AKS) represents Microsoft’s fully managed Kubernetes offering, and having architected dozens of AKS deployments, I can share the patterns and practices that separate successful […]
Read more →Month: December 2024
Mastering DevSecOps: Key Metrics and Strategies for Success
Introduction The rise of DevSecOps has transformed the way organizations develop, deploy, and secure their applications. By integrating security practices into the DevOps process, DevSecOps aims to ensure that applications are secure, compliant, and robust from the start. In this blog post, we will discuss the key metrics for measuring the success of your DevSecOps […]
Read more →LLM Routing and Model Selection: Optimizing Cost and Quality in Production
Introduction: Not every query needs GPT-4. Routing simple questions to cheaper, faster models while reserving expensive models for complex tasks can cut costs by 70% or more without sacrificing quality. Smart LLM routing is the difference between a $10,000/month AI bill and a $3,000 one. This guide covers implementing intelligent model selection: classifying query complexity, […]
Read more →Azure DevOps Pipelines: A Solutions Architect’s Guide to Enterprise CI/CD
After two decades of building and operating CI/CD systems across enterprises of every scale, I’ve watched Azure DevOps evolve from Team Foundation Server into one of the most comprehensive DevOps platforms available. The platform’s strength lies not just in its individual components, but in how seamlessly they integrate to create end-to-end delivery pipelines that scale […]
Read more →Serverless Event Processing with Google Cloud Functions: From HTTP Triggers to Event-Driven Architectures
Introduction: Google Cloud Functions provides a fully managed, event-driven serverless compute platform that scales automatically from zero to millions of invocations. This comprehensive guide explores Cloud Functions’ enterprise capabilities, from HTTP triggers and event-driven architectures to security controls, VPC connectivity, and cost optimization. After building serverless architectures across all major cloud providers, I’ve found Cloud […]
Read more →Designing Enterprise VPC Networks on Google Cloud: From Zero Trust to Global Scale
Enterprise VPC design on Google Cloud requires balancing security, performance, and operational simplicity. This comprehensive guide covers Zero Trust architecture, global network design, VPC Service Controls, and hybrid connectivity patterns that meet the demands of modern enterprise workloads. Zero Trust Network Architecture Zero Trust assumes no implicit trust—every access request must be authenticated and authorized […]
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