How Snyk's AI-BOM API lets teams query AI component inven...
How Snyk's AI-BOM API exposes AI model and dataset inventories as queryable, CycloneDX-aligned data teams can pull into CI, GRC, and asset tooling programmatically.
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.
How Snyk's AI-BOM API exposes AI model and dataset inventories as queryable, CycloneDX-aligned data teams can pull into CI, GRC, and asset tooling programmatically.
Most SCA-flagged vulnerabilities aren't exploitable. Here's why reachability analysis — not just dependency matching — is what separates real risk from noise, and where Sonatype falls short.
How Snyk's snyk aibom --html flag turns CycloneDX AI-BOM data into an interactive graph of models, agents, tools, and MCP client-server-tool dependency chains.
OSS license management is the practice of tracking every open source license in your dependency tree and checking it against policy before it ships. Here is how to do it without slowing developers down.
Curious about Snyk jobs and roles in the developer-security space? Here is how the field is structured, the skills that get you hired, and what to expect.
CVE-2021-3331 is a critical remote code execution flaw in WinSCP's URL handling before 5.17.10. Here is how a crafted link triggers it and how to fix it.
react-test-renderer is now deprecated and unmaintained as of React 19. Here is what that means for your test suite and how to migrate off it safely.
FedRAMP 20x, launched March 2025, replaces document-heavy authorization with 56-61 Key Security Indicators submitted as OSCAL. Here is what cloud providers must actually automate.
ZAP security testing works best as a pipeline stage, not a desktop tool. Docker scan modes, authentication, alert filters, and the CI wiring that makes findings stick.
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