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Industry Analysis

How Snyk AI-BOM generates a CycloneDX v1.6-compliant ML-BOM

How Snyk's aibom CLI uses static analysis to detect models, agents, and MCP servers, then maps them into a CycloneDX v1.6-compliant ML-BOM structure.

Jun 7, 20267 min read
Industry Analysis

How Snyk AI-BOM surfaces shadow AI usage that security te...

How Snyk's AI-BOM uses code-level analysis, not manifest parsing, to surface shadow AI models, agent frameworks, and MCP servers security teams don't know are running.

Jun 7, 20267 min read
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
Industry Analysis

How Snyk AI-BOM identifies prompt files and prompt-inject...

How Snyk's AI-BOM tooling discovers prompt files, SKILL.md packages, and MCP tool chains, and the detection engine it uses to flag prompt-injection risk.

Jun 5, 20266 min read
Industry Analysis

How Snyk approaches securing AI-generated code from codin...

A technical look at how Snyk's DeepCode AI engine, Agent Fix, and Snyk Studio MCP server scan and govern code from AI coding assistants like Claude Code and Cursor.

Jun 5, 20268 min read
Industry Analysis

How Snyk's AI-SPM approach extends ASPM concepts to AI sy...

How Snyk's Evo AI-SPM extends ASPM's discover-assess-enforce loop to models, datasets, and agents, based on its March 2026 GA launch and public documentation.

Jun 5, 20268 min read
Industry Analysis

How the Snyk CLI's JSON output format supports custom too...

A technical look at how Snyk CLI's --json and --sarif output structure vulnerability data, its exit-code quirks, and the official tools that turn it into reports.

Jun 5, 20267 min read
Industry Analysis

How snyk-to-html converts CLI scan results into shareable...

A technical look at how snyk-to-html converts Snyk CLI JSON scan output into shareable, self-contained HTML reports for CI pipelines and audits.

Jun 4, 20268 min read
Industry Analysis

InnerSource Practices for Enterprise Development

InnerSource speeds up enterprise code reuse, but it also turns every internal team into an unaudited package publisher. Here's where governance breaks and how to fix it.

Jun 4, 20267 min read

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