Introduction In today’s fast-paced world, the need for rapid and secure software development has never been more crucial. As organizations strive to meet these demands, the DevSecOps approach has emerged as a powerful solution that integrates security practices into the DevOps process. By combining development, security, and operations, DevSecOps enables teams to create high-quality, secure […]
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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 →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 →Deploying LLM Applications on Cloud Run: A Complete Guide
Last year, I deployed our first LLM application to Cloud Run. What should have taken hours took three days. Cold starts killed our latency. Memory limits caused crashes. Timeouts broke long-running requests. After deploying 20+ LLM applications to Cloud Run, I’ve learned what works and what doesn’t. Here’s the complete guide. Figure 1: Cloud Run […]
Read more →Cost Optimization for AI Workloads: Tracking and Reducing LLM Costs
Last quarter, our LLM costs hit $12,000. In a single month. We had no idea where the money was going. No tracking, no budgets, no alerts. That’s when I realized: cost optimization isn’t optional for AI workloads—it’s survival. Here’s how we cut costs by 65% without sacrificing quality. Figure 1: Cost Optimization Architecture The $12,000 […]
Read more →AWS DevOps and Infrastructure as Code: CDK, CloudFormation, Terraform, and CI/CD (Part 6 of 6)
Infrastructure as Code (IaC) enables you to manage AWS resources through code, providing version control, repeatability, and collaboration. This guide compares AWS CDK, CloudFormation, and Terraform with production-ready examples. 📚 AWS FUNDAMENTALS SERIES – FINAL PART This is the final part of a 6-part series covering AWS Cloud Platform. Part 1: Fundamentals Part 2: Compute […]
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