How do you find every model your code loads before building an inventory?
Search code, configs, notebooks and containers for model loading calls and hub identifiers to build a first model inventory. Steps, patterns and gaps.
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.
Search code, configs, notebooks and containers for model loading calls and hub identifiers to build a first model inventory. Steps, patterns and gaps.
Match each SBOM component and version to a support calendar. Here are the steps, a script outline, and what an SBOM cannot tell you on its own.
OpenSSF's concise guide has 36 steps. Here is a condensed routine you can run in about an hour on any open source scanner, library or build tool.
Compare two SBOMs to see components added, removed and changed between releases with a CycloneDX diff, and learn how to read the output for risk.
To find the open source you use, combine lockfiles, container images, build logs and registry traffic. Each misses something. Here is how to merge them.
Declare repositories once in settings and fail the build if a module adds its own. Why a single source list shrinks supply chain risk for Android apps.
Analyst research cannot run reachability on your code. Use a five-repository check with known answers to see which findings a tool truly cuts, and why.
Sort contributors by commits, add them up to 50 percent of the total, and count how many it took. A worked example and a git command to try yourself.
Answer with intake checks on maintenance, vulnerabilities, license and project health, plus a short approval rule, recorded decisions and rescans.
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