AFL

American Fuzzy Lop, Coverage-Guided Fuzzing, Security Testing, Crash Discovery

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SkillSpector — Vendor-Backed Security Scanner for AI Agent Skills, Well-Scoped but Dependent on Static Patterns

 🔒Security  Content type: Blog
dev.to··DEV

justhamade/triadjs: Triad is a TypeScript/Node.js framework where API specification, implementation, validation, and testing are a single source of truth.

 🔌APIs  Content type: Code
github.com··Hacker News

Show HN: We post-trained a model that pen tests instead of refusing your code

 ⌨️CLI Tools
Less-relevant results

Half of all web traffic is bots, and a growing share are "vibe-coded" scanners written by a chatbot prompt. Here's the layered webserver defense that stops them...

 🔒Web Security

Formal methods and the future of programming

 🔒Web Security  Content type: Blog

pii-shield/pii-shield: Zero-code K8s sidecar for log sanitization. Detects secrets via Entropy Analysis, preserves JSON integrity, and redacts PII deterministically. 🛡️

 Kubernetes  Content type: Code

An AI agent found 21 zero-days in FFmpeg for $1,000. Chrome just patched a record 429 bugs.

 🔓Vulnerability Research  Content type: News
thenextweb.com·

AI Agent Finds 21 Zero-Days in FFmpeg for $1,000 — The Economics of Vulnerability Discovery Just Changed

 📝Format String Bugs  Content type: Blog
dev.to··DEV

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