DevSecOps
How to Add Reachability Analysis to PR Checks
Run reachability analysis on every pull request to slash vulnerability false positives by 70%+, gate merges on exploitable findings, and keep devs focused.
Aug 20, 20255 min read
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.
Run reachability analysis on every pull request to slash vulnerability false positives by 70%+, gate merges on exploitable findings, and keep devs focused.
Static analysis catches known vulnerabilities. Runtime detection catches exploitation. Here is how to implement runtime threat detection for containerized workloads.
Twelve months after the NIS2 transposition deadline, enforcement is uneven, fines are real, and software supply chain obligations are starting to bite.
Running LLMs on local hardware eliminates some risks and introduces others. A clear-eyed look at the enterprise risk profile of on-premise and on-device model deployments.
When a solo maintainer disappears, entire dependency chains are at risk. How organizations should approach succession planning for critical open source projects.
Not all software comes with source code. Binary analysis techniques can extract component information from compiled artifacts, firmware, and commercial software to produce SBOMs where traditional tools cannot.
How to build a budget case for a supply chain security program that survives CFO scrutiny, with dollar-denominated risk, benchmarks, and staged investment tiers.
Most SBOM quality discussions stop at completeness. Real quality requires measuring accuracy, freshness, depth, and actionability. Here is a practical framework.
Analysis of CVE data across Rust crates and std releases, measuring how memory safety affects vulnerability shape, density, and unsafe-block concentration.
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