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docs/release/monitoring-dashboards.md
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# Monitoring Dashboards and Alerts
## Platform
Track request count, error rate, latency, context resolution failures, wrong-school attempts, authorization failures, and feature flag state by school.
## Finance Alerts
- balance mismatch detected
- payment mutation without audit log
- wrong-school payment file attempt
- finance exception spike
## Attendance Alerts
- scanner error spike
- duplicate scan spike
- badge not found spike
- attendance mutation without audit
## Students Alerts
- identifier collision spike
- student creation failure spike
- wrong-school guardian link attempt
## Communication Alerts
- bulk send without preview attempt
- provider failure spike
- retry storm
- wrong-school recipient attempt
## Reporting Alerts
- sensitive export by unauthorized actor
- report export without audit
- scheduled report failure spike
Wire this document to your observability platform. Markdown cannot page anyone, which is merciful but useless.