How infrastructure teams evolve from server-centric monitoring to hybrid EdgeOps environments that unify traditional Linux systems with IoT device fleets.
How a financial services company discovered mainframe job queue bottlenecks through Linux gateway monitoring before they triggered trading system failures.
Real-world multipath storage monitoring through /proc/scsi parsing and device-mapper statistics that catch path redundancy loss before complete SAN failure.
Hosting company discovers mysterious pod restarts caused by subtle cgroups v2 memory pressure that kubectl logs and Kubernetes health checks never detected.