Contextual project classification for SCA accuracy
Flat SCA scanning treats every dependency the same, burying real risk under test-path noise. Here's how contextual project classification fixes accuracy — and where Mend.io falls short.
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.
Flat SCA scanning treats every dependency the same, burying real risk under test-path noise. Here's how contextual project classification fixes accuracy — and where Mend.io falls short.
A wave of PE buyouts and platform acquisitions is quietly folding SCA, SAST, and container scanning into fewer, bigger AppSec platforms. Here's what's driving it.
How automated dependency updates actually close the patch gap—where Mend.io's approach falls short, and what reachability, provenance, and policy-as-code add.
Automated dependency updates promise real ROI, but Renovate Enterprise's PR-scheduling model often stalls at the review bottleneck. Here's how to measure the real numbers.
Malicious open source packages don't wait for a CVE. See how npm worms, xz utils, and typosquats evade legacy SCA — and what real detection requires.
What react-native-encrypted-storage does, how it wraps iOS Keychain and Android EncryptedSharedPreferences, its maintenance status, and how it compares to react-native-secure-storage.
Vulnerability scanning is one dimension of open source risk. A true risk intelligence platform must also evaluate maintainer health, project sustainability, licensing, and malicious package threats.
Sonatype's Central Publisher Portal began validating Sigstore signature bundles in January 2025 alongside the existing PGP requirement. Here is the defender view of how the Java ecosystem's provenance story is finally catching up.
The BSD license explained: its 0-, 2-, 3-, and 4-clause variants, how it differs from MIT and GPL, and which real projects run on it.
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