DevSecOps
Environment Variable Injection in CI/CD Pipelines
Environment variables in CI/CD systems carry secrets, configuration, and control flow. When attackers can inject or modify them, everything breaks.
Jan 26, 20264 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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How Google Secures Its Software Supply Chain
An inside look at Google's multi-layered approach to supply chain security, from Binary Authorization to SLSA, and what other organizations can adapt from their model.
Jan 26, 20267 min read
Supply Chain Attacks
MSI Breach: Intel Boot Guard Keys Leaked After Ransomware Attack
The Money Message ransomware gang breached MSI and leaked Intel Boot Guard private keys, undermining firmware security for millions of devices.
Jan 26, 20266 min read
AI Security
Griffin AI vs Qwen for Code Security
Qwen's open-weight models have strong code benchmarks. We dig into how they compare to Griffin AI when the workflow is real code security, not just leetcode.
Jan 26, 20266 min read
AI Security
CWE Classification Accuracy: Griffin AI vs Mythos
Getting the CWE right is not a taxonomic hobby. It drives remediation, compliance mapping, and detection engineering. Here is how grounded and pure-LLM scanners compare.
Jan 26, 20266 min read
AI Security
Enterprise RAG Security Rollout Antipatterns
Retrieval-augmented generation systems are where enterprise AI meets enterprise data, and where most security rollouts stumble. A catalog of the antipatterns we keep seeing.
Jan 26, 20267 min read
AppSec
Business Logic Vulnerabilities: The Flaws Scanners Cannot Find
Business logic vulnerabilities bypass every automated scanner because they are not coding errors. They are design errors. Here is how to identify and prevent them.
Jan 26, 20267 min read
DevSecOps
SLSA v1.0: Supply-chain Levels for Software Artifacts Reaches Maturity
SLSA v1.0 simplifies the framework and makes it practical to adopt. Here's what changed and how to implement it.
Jan 26, 20266 min read
Vulnerability Analysis
Rails YAML deserialization RCE history and CVE-2013-0156 ...
A deep dive into CVE-2013-0156, the Rails YAML deserialization RCE that let attackers execute code via crafted requests, and how to remediate it.
Jan 26, 20268 min read
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