devops
Safeguard articles tagged "devops" — guides, analysis, and best practices for software supply chain and application security.
16 articles
Least-privilege scoping for AI agents with write access to code, CI, and cloud
OWASP's 2025 LLM Top 10 names Excessive Agency a top risk; a single over-scoped CI token already dumped secrets from 23,000+ repos in 2025.
Software Supply Chain Security for DevOps Teams
DevOps teams own the pipeline, and the pipeline is now the primary target. Here is how to secure build, artifact, and deploy without turning delivery speed into collateral damage.
How to Measure DevOps Success
Measuring DevOps success means tracking delivery speed, stability, reliability, and security together, so improvement in one area doesn't quietly degrade another. Here is a practical framework.
How Is DevOps Delivery Value Measured?
How DevOps delivery value is measured in practice: the four DORA metrics, why security belongs in the picture, and the traps that make the numbers lie.
Securing AWS Infrastructure as Code: A Practical Guide
AWS infrastructure as code turns your cloud into version-controlled files, which means security review can shift left into the same pull request that provisions the resource.
What Is Docker Used For? A Practical Answer
What Docker is actually used for in real teams: packaging apps, consistent environments, and shipping to production, plus the security angles that come with containers.
Database Platform Migration: Supply Chain
Database migrations touch every part of the software supply chain. This guide covers how to keep schemas, secrets, and data lineage secure during a platform change.
External Secrets Operator: A Kubernetes Guide
A senior engineer's walkthrough of External Secrets Operator, covering architecture, SecretStore design, rotation, and the patterns that hold up in production.
Penetration Testing CI/CD Pipelines
Your CI/CD pipeline is a high-value target. Here's how to pen test build systems, artifact repositories, and deployment workflows for supply chain vulnerabilities.
What Is a Docker Container? A Practical Explanation
A Docker container is a lightweight, isolated unit that packages an app with everything it needs to run — here's what that actually means under the hood and why it matters for security.
SBOMs for Microservices Architecture: Managing Complexity at Scale
When your application is 50 services with 50 dependency trees, SBOM management stops being simple. Here's how to handle it.
SBOM API Integration Patterns for Development Teams
SBOMs locked in files are static inventory. SBOMs exposed through APIs become live infrastructure. Here's how to build the integration layer.
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