TutorialFebruary 15, 2026·2 min read
How BattleHarden Security Grades Work
Understanding what A through F grades mean, how they're calculated, and what you can do to improve your project's security posture.
Blog
Security engineering insights, vulnerability research, and deep code analysis techniques.
ResearchFebruary 13, 2026·2 min read
Pickle Deserialization: The Hidden RCE in Your ML Pipeline
Pickle deserialization is one of the most dangerous vulnerability classes in Python. We found it in 4 out of 5 major AI/ML frameworks we scanned.
EngineeringFebruary 10, 2026·2 min read
Why Static Analysis Tools Miss Real Bugs
Traditional static analysis tools like Bandit and Semgrep are valuable, but they operate on pattern matching. Here's what they miss and why deeper analysis matters.
Stay ahead of vulnerabilities
Get security engineering insights, vulnerability research, and analysis techniques delivered to your inbox.