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Autometrics
Everything in the dark
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Everything in the dark
Reviewed by Max and Julia
Trace a real outage
Notes, traces and metrics
Autometrics severity trace
Shared with customer support
Incident resolved without deploy
Two alerts linked
Weekly service stability report
Owners tagged automatically
Monthly error budget report
Runbook template generated
Checkout auth latency
Search found three causes
Backend severity audit
Five events grouped
Pager load review
Linked to GitHub
Security incident notes
Exported to Linear
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Autometrics
Introducing Autometrics
An open source metrics framework for observability that makes it trivial to instrument your code and write Prometheus queries for you.
Autometrics website
GitHub
Aggregation
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$ fp nb import logs --service checkout
2026-06-23T10:14:18Z checkout latency spike
2026-06-23T10:14:20Z trace linked to deploy
2026-06-23T10:14:24Z autometrics query attached
Notebook saved: Region US-east went down
Imported logs
2026-06-23T10:14:18Z
Latency spike
2026-06-23T10:14:20Z
Trace attached
2026-06-23T10:14:22Z
Deploy linked
2026-06-23T10:14:24Z
Query prepared
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It happened at @10:10PM, 04:01. Let’s debug this together @Lauren.
Look at http response rate. Investigate logs for failing app.
Max
Mira
Macy Li
Marvin
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fp.new
Region US-east went down
Created just now · Last modified just now
P99 latency
Deploy
Errors
Postmortem query
Elasticsearch query
Log query
Discussion
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Incidents
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Runbooks
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API Runbook
Created just now · Last modified just now
pagerduty
prometheus
autometrics
runbook
1. Check the API response times
2. Investigate logs
3. Runbook posts
4. Run prometheus query below
5. Report API service owner
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