Stack layer / Contrast
OpenAI unveils GPT-Red, an internal LLM 'super-hacker' used to harden its models
MIT Technology Review
Stack layer / Threat pattern
Claude Code v2.1.214 Ships a Six-Bug Permission-Bypass Sweep, Including a `dir/**` Rule That Auto-Approved Writes Anywhere in the Tree
Claude Code Changelog
Stack layer / Threat pattern
Cloudflare Ships a Security Audit Skill Where the Agent That Finds a Bug Is Never the One That Confirms It
GitHub
Stack layer / Threat pattern
Claude Code v2.1.210 Hardens the Agent Tool Against Indirect Prompt Injection and Stops 'ultracode' From Firing on Webhook Input
Claude Code Changelog
Stack layer / Threat pattern
Check Point AI Security Report 2026: one operator ran 5,317 AI-executed commands across 34 sessions to breach nine Mexican government agencies
Check Point Research
Stack layer / Threat pattern
arXiv Paper Argues Agent Security Is a Systems Problem, Not a Model Problem
arXiv / Hacker News
Stack layer / Contrast
Graphify Hits 88.5K Stars Turning Codebases Into Confidence-Tagged Knowledge Graphs — No LLM, Nothing Leaves the Machine
GitHub
Stack layer / Threat pattern
Audit your pre-approved fetch domains for user-uploadable content (CVE-2026-54316)
GitLab Advisory Database