Companion Artifacts: Automatic Clutch – An Industrial Experience with Predictive Autoscaling as a Diagnostic Instrument

Companion artifacts for the paper "Automatic Clutch: An Industrial Experience with Predictive Autoscaling as a Diagnostic Instrument" accepted at the Industry Track of ECSA 2026. This archive contains: 1. Workload Characterization – the empirical analysis underlying the tier design (stationarity, seasonal strength, trend strength). 2. Architecture Specification – the Automatic Clutch architecture specification referenced in the paper. Production telemetry cannot be released under NDA. These artifacts provide the reusable design rationale and analytical basis independent of the protected data.