AETHERCORE Demonstrates Testing Strategy for LLM Validator Applications

AETHERCORE, creator of the GenesisCore astrology report platform, demonstrates a method to test application behavior around an LLM text validator. The technique uses a mock client to simulate different validator warnings and application policies like 'audit', 'hold', or 'retry'. This allows developers to verify how their system responds before incurring costs for additional AI model calls. The provided Python example uses only the standard library and involves no network requests. It is presented as a teaching tool, not a production system.