Software
Secure Telemetry Contracts for Device + AI Stacks
Telemetry is supposed to be your safest window into production reality. But in device plus AI systems, it's also the quickest way to leak sensitive context, quietly, accidentally, and at scale. The pattern is familiar: a "temporary" debug field ships, raw sensor payloads sneak into logs,