AI SecurityAug 31, 2026 · 2 min read
Prompt Injection in Production RAG — What Actually Breaks
A practical walkthrough of how untrusted documents and tool-calling agents turn retrieval into an attack path — and which defenses actually reduce risk.
Reporting and analysis across UI security, AI security, and practical defense.
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A practical walkthrough of how untrusted documents and tool-calling agents turn retrieval into an attack path — and which defenses actually reduce risk.
How permission and consent dialogs become attack surfaces — and practical patterns for clear, trustworthy UI copy that resists dark patterns.
When the notification lands, chaos follows. Here is a grounded first-72-hours playbook for engineering and communications teams that need to move together.