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DevSecOps in Practice

A Hands-On Guide to Operationalizing DevSecOps at Scale

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Putting It All Together — From Practices to Pipelines

DevSecOps in Practice

A Hands-On Guide to Operationalizing DevSecOps at Scale

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Table of Contents

Preface

Who This Guide Is For

What You Will Learn

About the Author

Join the Community

Your Feedback Matters

How to Use This Guide

General Recommendations

Technical Recommendation…

Setting Up the Foundatio…

Context and Prerequisites

How Immutable Infrastruc…

The Kubernetes Cluster (…

Setting Up the Foundatio…

Setting Up the Foundatio…

Configuring the Git Repo…

General Git Security Con…

Setting Up the Foundatio…

Docker Registry

Setting Up the Foundatio…

Creating the Deployment …

Ignoring Sensitive Data …

Rewriting the Git Histor…

Detecting & Preventing L…

The Fast-Growing Problem…

Levels of Secrets Leaks

Pre-Commit Hooks: A Proa…

Preventing Secrets Leaks…

Leaked Secrets Detection…

Dependency Security Scan…

The Rising Threat of Dep…

Common Vulnerabilities a…

Common Vulnerability Sco…

Common Weakness Enumerat…

Common Platform Enumerat…

OWASP Dependency-Check

Dependency Security Scan…

Code Quality and Securit…

The Importance of Code Q…

Understanding Abstract S…

Common Code Security Pit…

Bandit: A Security Linte…

Security Linting Alterna…

Dockerfile: Security Lin…

Securing the Building Bl…

Common Security Pitfalls…

A Practical Security Lin…

Dockerfile Linting Alter…

Detecting Vulnerabilitie…

Scanning Docker Images v…

Scanning Docker Images w…

Docker Image Scanning Al…

IaC, Security and Secure…

Security Best Practices

Versioning Best Practice…

IaC Code Analysis - Terr…

Terraform Common Securit…

Terraform Security with …

IaC Code Analysis Altern…

IaC Code Analysis - Kube…

Common Kubernetes Manife…

Static Analysis for Kube…

Kubernetes Manifests Ana…

Software Bill of Materia…

The Growing Importance o…

Understanding the Softwa…

The Intersection of SBOM…

Using Syft for Docker Im…

Syft and OWASP Dependenc…

Shifting Left with Secur…

Static Security (SAST), …

Introduction to NeuVector

NeuVector: Installation …

Compliance and Auditing

Vulnerability Management

Security Policy as Code …

WAF: Web Application Fir…

DLP Sensors: Protecting …

Response Rules: Active D…

Putting It All Together …

The Big Picture: DevSecO…

CI/CD as the Backbone of…

Building a DevSecOps Pip…

Making DevSecOps Real: F…

Secure Feedback Loops, N…

The Cost of Failure is E…

Shift Left, Extend Right

Measuring DevSecOps Succ…

Afterword

Metadata

Author(s): Aymen El Amri (eon01)

Created: December 02, 2025

Last Updated: December 02, 2025

Author's Progress: 100%

Version: v4

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