~/talk

Auto-generated coherent Observability

Talkat PromCon EU 2025 · 2025-10-21..10-22· [observability, ai-assisted-development]
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Weaver takes OpenTelemetry-style YAML schemas and generates type-safe Go clients (no more string labels), Prometheus-compatible metrics, autogenerated docs, and dashboard panels. The demo shows a generated Go package that causes compile-time errors when a required attribute is missing, a check command that blocks removing stable attributes in CI, and dashboard generation that adds variable filtering for required labels. Inputs are schema YAML and templates; outputs are SDK code, validation pipelines, and Grafana-format dashboards ready to use.

AI-written summary · about

  1. 0:00Auto-generated observability intro
  2. 2:25Manual telemetry problems
  3. 3:28OpenTelemetry semantic conventions
  4. 6:16Limitations of manual conventions
  5. 8:03OpenTelemetry Weaver automation
  6. 9:49Demo: type-safe metrics
  7. 13:04Live schema modification
  8. 15:13Dashboard generation from schemas
  9. 17:43Schema change validation
  10. 19:49Schema ownership and adoption
  11. 21:35Q&A
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