I Told You So: 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 psycho…
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L1.9: I built a prompt injection firewall for AI agents (28 detection rules)
Prompt injection is the #1 attack against AI agents. Nobody solves it well. I built L1.9 — a prompt injection defense layer that scans every tool de…
Pillar research says the AI coding agent sandbox leaks through trusted files
Pillar Security's latest research says AI coding agents can be pushed to act outside their sandbox through files and tools they were told to trust,…
The MCP Confused Deputy: Provenance Gaps, Instruction Injection, and DNS Rebinding in the Model Context Protocol
The Model Context Protocol is the connective tissue between LLMs and external systems — filesystems, databases, APIs, browsers, internal tooling. In…
How to Defend Against Prompt Injection in Production
How to Defend Against Prompt Injection in Production Prompt injection is the AI equivalent of SQL injection — and most AI applications in production…
Clinejection: When Your AI Coding Tool Became the Weapon
This article was originally published on LucidShark Blog . On February 17, 2026, a developer opened a GitHub issue on the Cline repository. The issu…