CareerByteCode’s Substack

CareerByteCode’s Substack

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CareerByteCode’s Substack
CareerByteCode’s Substack
Secure CI/CD Pipeline with Trivy, SonarQube, and Azure DevOps
UseCases

Secure CI/CD Pipeline with Trivy, SonarQube, and Azure DevOps

Integrating DevSecOps in Azure DevOps: Automating Code Quality, Dependency Scanning, and Secure Deployments to Kubernetes

Vijesh Vijayan Nair's avatar
CareerByteCode's avatar
Vijesh Vijayan Nair
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CareerByteCode
Jul 08, 2025
∙ Paid
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CareerByteCode’s Substack
CareerByteCode’s Substack
Secure CI/CD Pipeline with Trivy, SonarQube, and Azure DevOps
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1. Problem Statement

In modern software development, ensuring code quality and application security throughout the CI/CD lifecycle is essential to avoid vulnerabilities reaching production. However, integrating tools for dependency scanning, container security, and code quality checks into a seamless DevSecOps pipeline can be complex and error-prone.

The objective of this lab is to build a complete CI/CD pipeline using Azure DevOps that emphasizes security at every stage of the software delivery process. This includes:

  • Provisioning a self-hosted build agent with tools like Maven, Docker, Trivy, and SonarQube.

  • Running unit tests, code quality scans with SonarQube, and vulnerability scans using Trivy for both dependencies and Docker images.

  • Enforcing quality gates and fail conditions to prevent insecure or low-quality code from progressing in the pipeline.

  • Automatically building and pushing a secure Docker image to a registry.

  • Deploying the application to a Kubernetes cluster via a release pipeline.

  • Demonstrating secure SDLC principles with continuous integration and delivery triggers.

This lab helps teams adopt DevSecOps practices by integrating security scanning and code validation early into the CI/CD pipeline, ensuring reliable and secure application delivery.


2. Why We Need This Use Case

  • To catch vulnerabilities and code quality issues early in the software delivery lifecycle.

  • To automate secure software delivery with consistent standards using Azure DevOps.

  • To eliminate manual scanning processes, ensuring repeatable and reliable CI/CD practices.

  • To empower developers with security insights through SonarQube and Trivy before code is merged or deployed.

  • To integrate DevSecOps culture into the development cycle with minimal resistance.

This use case represents a real-world, production-ready solution to enforce “shift-left” security in CI/CD pipelines.


3. When We Need This Use Case

  • When building microservices or containerized applications for production.

  • When you need compliance with security or audit standards (e.g., OWASP, ISO).

  • When teams are deploying to Kubernetes clusters via automated release pipelines.

  • When traditional manual QA and security steps become bottlenecks.

  • When vulnerabilities in dependencies or images could risk your delivery speed or reputation.


4. Challenge Scenario Questions

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