deployment practice · Self-paced + demo Fridays

Observability Stack for JVM Services

OpenTelemetry wiring, exemplar traces, and RED metrics without drowning dashboards.

Duration
4 weeks · 42 mentor hours
Schedule
Flexible
Level
Intermediate
Price
11,800 THB (informational)

OpenTelemetry · Prometheus · Grafana

Cover for Observability Stack for JVM Services

Description

You attach OTel auto-instrumentation, craft span attributes meaningful to product owners, and wire exemplars into Prometheus + Grafana stacks running locally. Labs emphasize tail sampling strategies.

What arrives in your repo

  • OTel Java agent vs manual instrumentation matrix
  • Baggage propagation exercises
  • Grafana RED panel templates
  • Log correlation with trace IDs
  • SLO burn-rate alert examples
  • Cost guardrails for high-cardinality labels
  • Bangkok business-hour alert tuning

Outcomes we expect you to evidence

  1. Publish a service dashboard with SLOs
  2. Document cardinality budget
  3. Run a tabletop incident using traces
Avatar for Pimchanok Lert

Responsible instructor

Pimchanok Lert

SRE coach focused on JVM noise reduction.

FAQ

Local only; bring your cloud if you want to replay labs.

Experience notes

“Observability Stack for JVM Services cardinality budget worksheet stopped our label explosion.”
— Ravi , SRE · Telco vendor