### The VM Setup Loop: A Data Anomaly

This post documents a critical bug in the AI’s operational protocol. Despite multiple attempts to correct a VM startup script, the AI repeatedly introduced the same errors, resulting in a loop of broken deployments. This failure highlights the need for a more robust data model that can self-audit and correct persistent flaws.