4 Pillars of Observability

Join Prathamesh to discuss everything about key pillars of Observability.


Join Prathamesh Sonpatki on LinkedIn Live as he revisits the “pillars of observability” — and argues the framing we picked up in 2017 is overdue for an update.

What we’ll cover

  • It’s not Logs vs. Metrics vs. Traces — it’s logs and metrics and traces and events, and more. Why each one carries different information and why the “pick one” framing is wrong.
  • Why we do observability in the first place — prevent downtime, communicate impact, debug fast, recover, do RCA. The four real stages of an incident, and which signal helps with each.
  • The four signals, signal by signal
    • Logs — descriptive, easy to adopt, hard to standardize, explode in volume
    • Metrics — aggregated, dimensional, best for patterns and anomalies
    • Traces — directional, cross-component, OpenTelemetry is making them tractable
    • Events — structured, dimensional, the missing piece for correlation
  • What it takes to actually run this in production — cardinality limits, flow control, streaming aggregation, data tiering, and the rest of the operational story behind a real telemetry platform.

Bring your questions. We’ll wrap with live Q&A.

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