How can a deterministic local AI coding harness avoid false confidence and cross-repository breakage?
I'm designing a local CLI harness for agent-assisted development with distributed repositories, Java services, Kafka contracts, and shared Ansible deployment code. The goal is a deterministic cleanroom that…