Silent Semantic Regressions: Why Distributed Agents Need Invariant Gates, Not Just Unit Tests

Traditional microservices fail with loud 500 error stack traces. Distributed LLM agents fail with confident, grammatically flawless responses that silently violate business logic. Here is how Programmatic Invariant Gates and Entropy Watchdogs safeguard multi-agent DAGs.

Written and maintained by Hassan Nazir, Forward Deployed Engineer and Applied AI practitioner.