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Recent posts tagged llmsecurity

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
kate8382 • Sep 26 • in Articles • 5 min read
AURA v0.1.0: Deterministic Trigger Extraction, Auditable Math & a Self-Healing Analytics Engine
If you follow AI safety, you know the uncomfortable truth: modern LLM guardrails are failing not because of complex zero-day exploits, but because of sloppy heuristics, brittle filters, and naive prompt-matching. We built AURA to be pragmatic: deter...
post-cover-28731
  • aisafety
  • llmsecurity
  • promptinjection
  • githubactions
7 Reactions 2 Comments
kate8382 • Aug 28 • in Articles • 4 min read
Why Big Tech Keeps Losing LLMs to Basic Social Engineering
By Ecaterina Sevciuc | Creator of AURA AI User Risk Assessment Two months ago, I launched AURA — an open-source framework designed to model psychological manipulation, grey-zone threat vectors, and social engineering in Human-AI interactions. Yeste...
post-cover-25609
  • aisafety
  • promptinjection
  • llmsecurity
8 Reactions 5 Comments
Manuela Schrittwieser • Aug 24 • in Articles • 1 min read
OWASP Top 10 for LLMs: From Risk to Concrete Engineering Fixes
The OWASP Top 10 for LLM Applications is a great starting point for understanding AI security. But knowing the risks isn't enough. The real question is 𝗪𝗵𝗮𝘁 𝗱𝗼 𝘆𝗼𝘂 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗶𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁 𝘁𝗼 𝗺𝗶𝘁𝗶𝗴𝗮𝘁𝗲 𝘁𝗵𝗲𝗺? When analyzing the OWASP LLM risks from an en...
post-cover-25282
  • aisecurity
  • aiengineering
  • llmsecurity
  • owasp
10 Reactions 2 Comments
kate8382 • Jul 15 • in Articles • 2 min read
AURA (AI User Risk Assessment): A behavioral threat-intelligence framework for AI Safety
As a banking and legal professional, there’s one harsh truth I learned early in my career: rules are rarely broken by brute force; they are bypassed through loopholes and human psychology. On my very first year of law school, practicing attorneys to...
post-cover-22768
  • aisafety
  • promptinjection
  • llmsecurity
6 Reactions 2 Comments
Tom Smithverified • 20 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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