DevSecOps
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.
Jul 12, 20268 min read
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Supply Chain Security, in plain English.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
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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.
Jul 12, 20266 min read
DevSecOps
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.
Jul 12, 20267 min read
DevSecOps
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.
Jul 12, 20266 min read
DevSecOps
Writing Rego policies for Kubernetes admission control and CI gates
Open Policy Agent graduated CNCF on Jan 29, 2021 — yet most teams still ship Rego with no default-deny, turning a policy gate into a rubber stamp.
Jul 11, 20268 min read
DevSecOps
Hardening a Java build pipeline in GitHub Actions
23,000+ repos leaked CI secrets when tj-actions/changed-files was hijacked in March 2025. Here's how to pin, OIDC, and sign a Java pipeline against that.
Jul 11, 20266 min read
DevSecOps
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.
Jul 11, 20267 min read
DevSecOps
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.
Jul 11, 20266 min read
DevSecOps
WebAssembly WASI Security Model in 2025
A technical look at WASI Preview 2, the component model, and capability-based isolation for running untrusted code inside supply chain tooling.
Jul 11, 20265 min read
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