DevSecOps
In-depth guides and analysis on devsecops from the Safeguard engineering team.
100 articles
DevSecOps on AWS: a reference architecture for CI/CD security gates
Amazon Inspector, CodePipeline manual approvals, and SLSA v1.0 (April 2023) give you the primitives — but nobody ships them wired together as one gated pipeline.
The four-phase roadmap for adopting DevSecOps
Google Cloud's 2024 DORA report found AI-tool adoption correlated with worse delivery performance for the second year running — tool sprawl without a plan makes DevSecOps worse, not better.
The DevSecOps Adoption Leadership Playbook
Datadog's 2026 State of DevSecOps found 87% of organizations have a known-exploited vulnerability live in production — the fix is incentive design, not another mandate.
Chaos engineering for security resilience testing
A one-hour Cloudflare R2 outage in March 2025 traced back to a mistyped deploy flag during credential rotation — exactly the failure a security chaos experiment is built to catch first.
The AppSec Program Spring-Cleaning Checklist
The xz-utils backdoor sat in a maintainer's commits for over two years before a Postgres developer's slow SSH login exposed it in March 2024. Most AppSec programs never audit for that kind of drift.
Shift-Left Security: How to Implement It Without Breaking Developers
Shift-left security fails when it just means 'more scanners earlier.' A 2026 implementation guide to moving security into the developer workflow with precision — IDE, pre-commit, PR, and pipeline.
Security Regression Testing: Make Sure Fixed Vulnerabilities Stay Fixed
A vulnerability you patched last quarter that quietly comes back this quarter is worse than one you never fixed — because you thought it was handled. Here is how to build security regression testing that keeps fixes fixed.
CI/CD Supply Chain Attacks Explained: Anatomy and Defense
From SolarWinds to tj-actions, CI/CD pipelines are where one foothold reaches thousands of victims. This guide explains the anatomy of a pipeline supply chain attack and the layered defenses that stop it.
Software Composition Analysis Best Practices for Engineering Teams
CVE-2017-5638 was patched by Apache in March 2017, two months before Equifax was breached through it. Point-in-time SCA scans miss exactly this kind of drift.
Reducing Docker image build time without sacrificing security
Multi-stage builds and minimal base images can cut CI build times dramatically — and they're the same changes that shrink your CVE attack surface.
How to Report AppSec Risk to Your CISO
CVSS measures severity, not risk — and a slide of 4,000 raw findings tells a CISO nothing. Here's how to translate scan output into decisions.
Why NVD alone is not enough: the case for multi-source vulnerability intelligence
NIST now fully enriches a fraction of CVEs — on April 15, 2026 it moved to a triage model that leaves most of 2025's 48,185 published CVEs without a timely severity score.
Self-healing security runs on Safeguard.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.