Vulnerability Management
Dependabot Noise Reduction Techniques For 2026
Dependabot is useful when tuned and a productivity tax when not. Here are the noise reduction techniques that actually work in modern monorepos.
Mar 6, 20267 min read
Resources
Supply Chain Security, in plain English.
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.
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Griffin AI vs Claude Prompt Caching: Security
Claude's prompt caching gives you 90% discount on cached tokens. Security workloads have massive cacheable surface area. Griffin AI takes advantage; direct API use often does not.
Mar 6, 20262 min read
AI Security
Auth Bypass Discovery: Griffin AI vs Mythos
Auth bypasses are rarely a single bug. They live in the interaction between layers — middleware, route handlers, framework annotations. Finding them requires path analysis across abstraction layers.
Mar 6, 20265 min read
Best Practices
MCP Server Capability Policy Enforcement
MCP servers expose tools that AI agents can call directly. Capability policy decides which tools each agent gets, with the same rigor as any other supply chain gate.
Mar 6, 20268 min read
Regulatory Compliance
NATO Software Supply Chain Cooperation Update
NATO allies are converging on shared software supply chain expectations for defense procurement. Here is what the cooperation looks like and how to prepare.
Mar 6, 20268 min read
Industry Analysis
Ransomware Via Software Supply Chain In 2026
Ransomware operators increasingly enter victims through software supply chain pathways. We analyze the 2026 patterns, the affiliate dynamics, and what defenders should do.
Mar 6, 20267 min read
AI Security
Coordinated Disclosure With Upstream Maintainers
Coordinated disclosure with open-source maintainers is a relationship business. Here is what makes it work in 2026, with the artefacts a modern pipeline gives you.
Mar 6, 20267 min read
Guides
How to Respond When a CVE Drops in a Package You Ship
A working playbook for the day a CVE lands in your dependency tree: confirm exposure with SBOM queries, judge real exploitability, patch or mitigate, then prove it and publish VEX.
Mar 6, 20266 min read
Best Practices
How to Generate an SBOM with GitHub Actions (2026)
SBOMs are a compliance table-stakes artifact in 2026. Here is a production GitHub Actions workflow that generates, signs, and attests a CycloneDX SBOM on every release.
Mar 6, 20266 min read
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