devsecops
Safeguard articles tagged "devsecops" — guides, analysis, and best practices for software supply chain and application security.
100 articles
Best DevSecOps platforms for shift-left security
A fair, no-hype comparison of DevSecOps platforms — GitLab, GitHub, Snyk, Wiz, JFrog, and Checkmarx — plus what to evaluate for real shift-left security.
Building security programs with limited headcount
The developer-to-security ratio is roughly 100:1. A framework for scaling AppSec impact through automation and enablement when hiring isn't the answer.
Developer empowerment in cloud security: a guardrails-first framework
Gartner estimated through 2025 that 99% of cloud breaches would be the customer's fault, not the provider's — guardrails at the point of action are how you fix that.
A guide to scanning Terraform IaC for misconfigurations before deployment
tfsec folded into Trivy in February 2023. Sentinel gates plans in Terraform Enterprise. Here's how to catch misconfigured infrastructure before it's ever provisioned.
The Four Most Common Docker Image Vulnerabilities (And How to Fix Them)
Sysdig found 76% of containers still run as root — one of four Docker image flaws that turn a routine build into a host compromise.
Piping security findings into your observability stack
OCSF just cleared ITU review for ratification by June 2026 — here's how to route vulnerability and scan data into Datadog or New Relic without drowning your on-call rotation.
Securing Playwright E2E Tests in GitHub Actions Without Leaking Secrets
A 2025 supply-chain attack on tj-actions/changed-files hit 23,000+ repos and dumped secrets into public logs — the same CI patterns power most Playwright pipelines.
Why Cloud Security Outcomes Depend on Developers, Not Gatekeepers
Gartner projected 99% of cloud security failures through 2025 would be the customer's fault — the fix is guardrails developers own, not a central team reviewing after the fact.
Where Security Gates Belong in Your CI/CD Pipeline
23.8 million secrets leaked on public GitHub in 2024 alone. The fix isn't more scanners — it's putting the right gate at the right stage and tuning out the noise.
The Python Pickle Exploit: Why Unpickling Untrusted Data Runs Code
A Python pickle exploit works because unpickling can execute arbitrary code during deserialization. Here is how the class works, why it is unavoidable by design, and what to use instead.
GitHub Actions supply chain risk report
A look at the tj-actions/changed-files compromise and the broader trend of GitHub Actions supply chain attacks — and what security teams should do now.
A Practical Container Security Checklist: From Base Image to Runtime
Standard Docker Hub images ship 50-60 known CVEs on average. Here's the checklist that gets containers from base image to runtime without carrying them along.
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.