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Industry Analysis

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.

Jun 7, 20268 min read
Application Security

Reachability Analysis as the Missing Piece of SCA

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.

Jun 7, 20268 min read
Open Source Security

How Snyk AI-BOM's --html flag visualizes AI dependency an...

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.

Jun 6, 20267 min read
Compliance

OSS License Management: A Practical Guide for Engineering Teams

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.

Jun 6, 20265 min read
Security

Snyk Jobs: What a Career in Developer Security Looks Like

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.

Jun 6, 20267 min read
Security

CVE-2021-3331: How the WinSCP URL Handler RCE Works

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.

Jun 6, 20265 min read
Open Source

react-test-renderer: Deprecation, Risks, and What to Use Instead

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.

Jun 6, 20265 min read
Frameworks

FedRAMP 20x KSIs: Compliance as Machine-Readable Evidence

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.

Jun 6, 20267 min read
DevSecOps

ZAP Security Testing: Using OWASP ZAP in Your Pipeline

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.

Jun 6, 20266 min read

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