Finding the grain of sand in a heap of Salt

This post details the development of an automated root cause analysis system for Salt configuration management failures. It addresses the architectural problem of job results living only on Salt Masters by building a solution that caches job results on minions. This enables faster investigation of failures by correlating them with git commits, external service failures, and ad hoc releases, ultimately reducing release delays and SRE toil.