AI Security
Adversarial Resistance: Griffin AI vs Mythos
Griffin AI reports 98-100% hold rate against adversarial probes. Most Mythos-class tools have never published an adversarial number at all.
Jan 21, 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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SBOM Format Conversion: Tools and Techniques
Your supplier sends SPDX, your platform expects CycloneDX. Here's how to convert between SBOM formats without losing critical data.
Jan 21, 20266 min read
AI Security
MCP vs Skills vs Hooks vs Rules Explained
MCP, Skills, hooks, and rules extend AI coding agents in very different ways — two execute code, two only steer behavior. Here's how each one breaks.
Jan 21, 20268 min read
AI Security
ChatGPT and AI Security Implications for Software Supply Chains
The explosion of AI tools like ChatGPT is reshaping how developers write code — and introducing new supply chain risks that most teams aren't thinking about.
Jan 21, 20266 min read
Compliance
CISA Secure by Design Pledge: Practical Impact
An engineer's assessment of what the CISA Secure by Design Pledge actually changed inside product teams, what it did not, and where the 2026 expectations are landing.
Jan 21, 20267 min read
Open Source Security
Auditing Spring Boot dependencies with OWASP Dependency-C...
A step-by-step spring boot dependency audit using OWASP Dependency-Check and Snyk, from Maven setup to CI automation and finding reconciliation.
Jan 21, 20267 min read
Cloud Security
Azure Defender for Containers: Getting Real Security Value
How to configure and operationalize Microsoft Defender for Containers for ACR scanning, AKS runtime protection, and CI/CD integration.
Jan 21, 20267 min read
Application Security
What is Vulnerability Remediation
Vulnerability remediation means fixing a flaw at its source, not just detecting it. Learn the workflow, real MTTR benchmarks, and prioritization.
Jan 21, 20267 min read
Compliance
CCPA/CPRA and Software Security: What Developers Must Know
California's privacy laws impose security obligations on software that handles consumer data. Here's how CCPA and CPRA intersect with supply chain risk.
Jan 21, 20266 min read
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