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Product

How the Snyk CLI's authentication flow issues and stores ...

A technical walkthrough of how Snyk's CLI authenticates via `snyk auth`, where it stores API tokens locally, and why that plaintext credential file is worth protecting.

Jun 5, 20268 min read
AI Security

Sonatype Guide: Securing Agentic AI Development

Sonatype's new guide reframes AI dependency risk, but its scanner-based model can't govern agents that install packages and call MCP tools on their own. Here's the gap and how to close it.

Jun 5, 20269 min read
DevSecOps

How Snyk CLI's --severity-threshold and --fail-on flags g...

How Snyk CLI severity-threshold and fail-on flags filter and gate vulnerability findings, plus exit codes and common CI/CD misconfigurations.

Jun 5, 20267 min read
AI Security

Mapping AI-generated code risks to the CWE Top 25

45% of AI-generated code fails security tests. Here's how CWE Top 25 weaknesses like XSS, SQLi, and broken auth map to specific LLM coding habits.

Jun 5, 20267 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
Regulatory Compliance

Open Source License Compliance Management

Open source license compliance is now a continuous, automated discipline. Here's what Sonatype gets right, where it falls short, and how Safeguard unifies license risk with vulnerability management.

Jun 5, 20268 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
Product

How the Snyk CLI generates SARIF output for GitHub code s...

A technical walkthrough of how the Snyk CLI serializes scan results into SARIF 2.1.0 and how GitHub code scanning ingests them into Security tab alerts.

Jun 4, 20267 min read
Product

How Snyk's GitHub Actions integration scans pull requests...

A mechanical breakdown of how Snyk's GitHub Actions integration scans pull requests: triggers, SARIF uploads, severity thresholds, and what the checks can't see.

Jun 4, 20267 min read

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