Teaching observability without drowning dashboards

Cardinality budgets are the new lint rules — a note from our mentor desk in Pathum Wan.

Hero for Teaching observability without drowning dashboards

Observability Stack for JVM Services spends half its time on labels teams should never ship. We print a fake invoice showing cost spikes when userId lands on a metric — visceral beats abstract.

Participants build a RED dashboard that must fit on a single screen without scrolling on a 13-inch laptop. If you need more tiles, you defend each addition in writing. Mentors reject cleverness that hides debt.

We end with a Saturday session aligned to ICT hours so engineers juggling school pickups can attend live. Recordings exist, but live critique is where graphs become stories finance understands.