Automated fix pull requests from SCA: what good looks like
Automated fix pull requests can save hours or break builds. Learn what a safe fix PR contains, what controls to demand, and how to roll it out gradually.
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.
Automated fix pull requests can save hours or break builds. Learn what a safe fix PR contains, what controls to demand, and how to roll it out gradually.
Short answers to the questions small engineering teams ask about software composition analysis: what to scan, when, how much effort, and what to skip.
CycloneDX conventions are bom.json, bom.xml, and the patterns cdx.json and cdx.xml. How to name, store and label SBOM files so tools can find them.
A decision guide for placing static analysis in the IDE, on pull requests or in nightly scans, with the trade-offs in speed, noise and enforcement.
SAST analyses your own source for flaw patterns. SCA checks the libraries you import against known vulnerabilities. Here is when each one fires.
SAST false positives come from limited context, not bad luck. Start with a few rule categories, tune on one repo, and track the fix rate to cut them.
A decision guide for SaaS builders and IT teams choosing between SAML and OpenID Connect for single sign-on, with the checks each one needs.
Which checks a SAML service provider must run on every response: signature, audience, destination, InResponseTo, replay and expiry, per OWASP guidance.
Moving models at an unchanged price per token can still raise your bill, because tokenizers differ. A myth versus fact check, with how to test your own.
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