Observability infrastructure background
Problems

When monitoring does not help

Monitoring exists. Engineers still do not trust it.

Alert noise

Too many pages. Too little signal.

Blind incidents

Metrics, logs and traces do not meet in one story.

Decorative dashboards

Pretty screens, unclear decisions.

Growing cost

More data, not more confidence.

Want quieter on-call?

Send the stack and one incident that still hurts.

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