About this site

Cinfron is building control infrastructure for AI systems taking consequential actions: payments, irreversible operations, decisions at scale.

This is where the work gets documented. Real failure patterns from real systems. What breaks, why it breaks, and what the infrastructure layer that prevents it looks like.

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