Security Is Relative: Training-Free Vulnerability Detection Via Multi-Agent Behavioral Contract Synthesis

Deep learning for vulnerability detection has shown promising results on early benchmarks, but recent evaluations reveal catastrophic degradation: models achieving F1 0.68 on legacy datasets collapse to 0.031 under strict deduplication. We identify the root cause as the semantic ambiguity problem...

[SECURITY] Fedora 43 Update: gherkin-35.1.0-2.fc43

Gherkin is a parser and compiler for the Gherkin language...

What is BDD Testing: Practical Examples of Behavior Driven Development Testing

The Need for Behavior Driven Development BDD Testing Tools It should come as no surprise to learn that testing is at the heart of our engineers' daily activities. Testing is intrinsic to our development process, both in practical terms and in our thinking. Our engineers work with complex systems...

Ruggedization Framework For Security Testing: Gauntlt

Gauntlt is a ruggedization framework that is enables security testing that is usable by devs, ops and security. Gauntlt provides hooks to a variety of security tools and puts them within reach of security, dev and ops teams to collaborate to build rugged software. It is built to facilitate testin...