~/talk

I Can See Clearly Now: Observability of JVM & Spring Boot 2-3-4 apps

Talkat Spring I/O 2026 · 2026-04-13..04-15· [observability, devops-and-delivery]
slides:none on file

Example-driven demo uses the Tea House app from the GitHub repo and shows a real failure chain: metrics reveal ~0.5 errors of 4.5 RPS (~10%), distributed traces show a downstream JDBC query returning zero rows, a 404 being remapped to a 500, and the fix restores success. Setup details include Micrometer (observation API + handlers), Micrometer Tracing (Brave or OpenTelemetry), Grafana + Prometheus + Tempo/Zipkin, JDBC/HikariCP details, and exemplar-powered metric→trace linking.

AI-written summary · about

  1. 0:00Introduction
  2. 1:09What is observability and why it matters
  3. 4:17Debugging live demo
  4. 17:05Logging setup Spring Boot
  5. 21:58Metrics with Micrometer
  6. 25:26Distributed tracing Micrometer
  7. 32:06Observation API
  8. 38:28Spring Boot 4 Micrometer
  9. 44:53Spring Boot 4 features
  10. 46:59Q&A
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