A practical framework for testing and validating AI agents — why non-determinism must be proven, not excused, and how to layer assertions, evals, observability, and red-teaming to catch failure before a customer does.
Welcome back. Today's lead is a genuine warning shot from the people who build these models themselves — and it has a direct lesson for anyone deploying…
Map SOC 2, GDPR, and HIPAA onto the three layers of an AI employee — runtime, memory, and audit — and see exactly which framework forces which control. For architects who want compliance by design, not bolted on.
