AI Security
Choosing a security tool for AI-generated code
GitHub reported in 2024 that Copilot writes up to 46% of code in enabled files — the same vulnerability classes humans write, now shipped at machine speed.
Jul 7, 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.
Filter
Articles
RSS feedDevSecOps
How to Report AppSec Risk to Your CISO
CVSS measures severity, not risk — and a slide of 4,000 raw findings tells a CISO nothing. Here's how to translate scan output into decisions.
Jul 7, 20267 min read
Application Security
CVE-2024-22195: how Jinja2's xmlattr filter opened an XSS hole
A single filter in Jinja, xmlattr, could inject arbitrary HTML attributes and slip past autoescaping entirely — fixed in Jinja 3.1.3, tracked as CVE-2024-22195.
Jul 7, 20266 min read
Open Source Security
Managing Open Source Component Risk at Scale
A modern app's dozen direct dependencies can resolve into thousands of transitive packages — and CVE-2024-3094 proved a single unmaintained one is enough to backdoor SSH itself.
Jul 7, 20268 min read
Open Source Security
Native-extension vulnerabilities in Python packages
numpy, pandas, cryptography, and lxml all ship compiled C/C++ code — and a Python SCA scan that only checks package versions can miss memory-safety bugs buried in that native layer.
Jul 7, 20266 min read
Application Security
PHP Laravel security best practices
One line, `protected $guarded = [];`, can turn a Laravel signup form into an admin-account minting machine — here's how to lock down five real Laravel risk areas.
Jul 7, 20266 min read
Application Security
Preventing SQL injection in Node.js applications
CWE-89 is a 25-year-old bug class, but Node's template literals make it trivially easy to reintroduce in mysql2, pg, and even Sequelize's raw-query escape hatch.
Jul 7, 20267 min read
Application Security
Preventing SSRF in Node.js applications
A single unvalidated URL in a fetch or axios call can let an attacker reach 169.254.169.254 and steal cloud credentials — as the 2019 Capital One breach showed.
Jul 7, 20266 min read
DevSecOps
Reducing Docker image build time without sacrificing security
Multi-stage builds and minimal base images can cut CI build times dramatically — and they're the same changes that shrink your CVE attack surface.
Jul 7, 20266 min read
Stay informed
Weekly insights on software supply chain security, delivered to your inbox.
Self-healing security runs on Safeguard.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.