ScaleSleuth: Scaling-Only Incident Investigator

When engineering teams hit the scaling threshold, subtle configuration drift, race conditions, and resource contention emerge—issues that often slip through pre‑production tests. ScaleSleuth automatically surfaces these scaling‑specific bugs by correlating logs, metrics, and code changes, delivering instant root‑cause insights so teams can remediate before production outages.