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.
A technical look at how Snyk Container ranks OS package vulnerabilities using exploit maturity signals, CVSS, and EPSS instead of severity alone.
How Snyk Container reads apk, dpkg, and rpm databases inside image layers to detect OS package vulnerabilities without ever running the container.
How Snyk Open Source turns package-lock.json and yarn.lock files into a full dependency graph to power vulnerability matching and fix advice.
How Snyk resolves exact package versions from npm, Yarn, and pnpm lockfiles — and why each format's structure demands its own parsing logic.
Snyk doesn't parse pom.xml or build.gradle statically -- it invokes real Maven and Gradle tooling to compute the exact dependency graph your build produces.
How Snyk resolves Python dependency trees differently for pip, Poetry, and Pipenv, and what that means for vulnerability scan accuracy.
How Snyk Open Source reads go.mod/go.sum, builds the Go module dependency graph, and uses Minimal Version Selection to identify vulnerable versions.
How Snyk Open Source parses Cargo.lock, matches resolved crate versions against RustSec advisories, and handles Rust workspaces -- a mechanical breakdown of its documented approach.
NVD's CVE enrichment pipeline has a well-documented backlog since 2024. Here's the mechanical reason Snyk's database often shows vulnerabilities weeks earlier.
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