Every card below is a real system the agent will actually build in front of you — not a simulation.
Watch a real Application Load Balancer and three EC2 targets get built, then watch a target fail and get diagnosed and fixed live.
A cache in front of a small API, with hit/miss visualized live.
Scaling and failover on a live cluster.
A primary/replica setup showing replication lag and failover.