devsecops
Safeguard articles tagged "devsecops" — guides, analysis, and best practices for software supply chain and application security.
706 articles
Hardening CI/CD Against a Compromised Upstream Registry
The Sept 2025 npm attack hit packages with 2B weekly downloads in 2 hours. Pinning, lockfile checks, and mirrors would have stopped it cold.
DevSecOps Fundamentals
DevSecOps folds security into the fast, automated flow of modern development instead of bolting it on at the end. This guide explains what DevSecOps really means, how the pipeline works stage by stage, and the practices that make it stick.
DevSecOps Metrics and KPIs That Actually Prove Progress
Most security dashboards count findings and prove nothing. A 2026 guide to the DevSecOps metrics and KPIs that show real risk reduction — MTTR, escape rate, coverage, and DORA-aligned measures.
Measuring AppSec ROI: Metrics That Prove Your Program Works
You cannot fund an application security program on fear forever. Here is how to measure AppSec ROI with metrics executives believe — cost avoided, MTTR, and the leading indicators that predict both.
Why AI-generated code quality problems compound into security risk
Developers using AI coding assistants wrote less secure code in 4 of 5 tasks in a 2023 Stanford study — and were more confident it was safe.
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.
What to Evaluate in an ASPM Solution: A 2026 Buyer's Guide
Gartner named Application Security Posture Management a category in May 2023 — three years later, most RFPs still can't distinguish a real ASPM from a dashboard bolted onto old scanners.
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 code-to-cloud AppSec checklist: unifying code, dependency, container, and config security
Log4Shell and the XZ Utils backdoor both proved the same thing: a flaw in one layer is only as contained as your weakest disconnected tool.
Defense-in-depth for a modern cloud-native application stack
Log4Shell and the XZ backdoor were caught two different ways — one by patching, one by a developer noticing 500ms of extra SSH latency. Neither alone is a strategy.
What developer-first supply chain security actually requires
The xz-utils backdoor was caught by a 500ms SSH login delay, not a scanner. Real developer-first security means catching it before the commit ships.
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.