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AI can now complete OWASP security audits in 30 seconds instead of three days, using a single prompt to identify vulnerabilities like SQL injection, XSS, and broken authentication.
An AI-assisted security audit of FreeBSD uncovered 15 kernel vulnerabilities, including privilege escalations and a VM escape, and details the collaborative process of reporting and patching bugs with the FreeBSD team.
MemAudit is a post-hoc auditing framework for memory-augmented LLM agents that identifies poisoned memories by combining counterfactual influence scores and structural anomaly detection, reducing attack success rates from over 70% to 0% in realistic scenarios.
In the past two weeks, the AI Agent ecosystem has expanded from code writing to multiple vertical domains including job hunting, education, video production, security auditing, and quantitative trading. The community has contributed tools such as shushu-internship-tool, hermes-edu-skills, etc., marking the transformation of agents from code-assistance tools to all-around assistants.
Deno 2.8 is released, adding new subcommands: deno audit fix, deno bump-version, and deno ci for CI workflows.
Open-sourced yao-websecurity-skill, an AI-based website security audit skill. It includes 275 security checks, supports static and dynamic audit modes, and automatically generates security scoring reports to help developers discover and fix security risks.
The author describes using Openclaw as a system administrator on Linux servers, leveraging a local Qwen 3.6 27b model for security audits, updates, and deploying kiosk mode tasks without external internet access.