Blog
Cross-tenant isolation research, the recurring failure patterns behind it, and how to measure them on your own stack.
I source-reviewed 200+ self-hosted AI tools for tenant isolation. 78 leaked.
The un-retrofitted read sibling, one recurring bug, across 78 of 200+ multi-tenant AI and SaaS products. The pattern, the fixes that shipped, and how to check your own.
What a 95.4% Retrieval-Pivot Rate means for your stack
What the Retrieval Pivot Attack research (95.4% of benign queries leaking cross-tenant) actually says about your multi-tenant RAG stack, and how to measure it for yourself.