~/talk

The Open Source Solution That Actually Works

Talkat Open Source Summit North America 2025 · 2025-06-23..06-25· [open-source]
slides:none on file

Claims a single open-source stack collects logs, metrics, traces and CPU profiles and shows them together; demo runs Grafana in Docker with Prometheus, Loki, Tempo, Mimir and Pyroscope via OpenTelemetry and an LGTM P stack, and it surfaces data without writing queries. Shows a queryless drill-down into metrics, logs, traces and flame graphs, illustrates dashboards-as-code with Git push/PR sync, and confirms the demo pipeline starts, ingests data and displays correlated observability in one Grafana UI.

AI-written summary · about

  1. 0:00Introduction
  2. 1:49Tech challenges and friction
  3. 3:34Sample Java app
  4. 4:57Monitoring with Grafana & Prometheus
  5. 6:21Monitoring fails in modern envs
  6. 7:44Observability fundamentals
  7. 9:48Profiling as observability pillar
  8. 10:29Grafana complete observability
  9. 11:55LGTM stack components
  10. 13:21Grafana 12 drill-down app
  11. 14:27Live demo of LGTM stack
  12. 15:31Configuring Java apps for observability
  13. 16:15Metrics in drill-down app
  14. 16:36Logs without complex queries
  15. 17:01Analyzing traces in Grafana
  16. 17:23Profiling with Pyroscope
  17. 18:07MySQL database observability
  18. 19:32Alerting in Grafana
  19. 20:59Creating alert rules
  20. 22:45Dashboard as code
  21. 24:13Key takeaways and community resources
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