Monitoring and Metrics
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Monitoring and Metrics
What to monitor
- Crash reports (count, reproducibility, severity)
- Performance complaints (latency/throughput pain points)
- API friction (confusing names, missing abstractions)
Quantitative metrics captured weekly
loc_writtentime_to_productivity_hourspain_points_countcritical_bugs_countcore_api_sentiment_positive(boolean per tester/week)real_world_project_progress(none/in-progress/completed)
Data collection format
- CSV per week under
data/beta_feedback/week-<n>.csv - One row per tester
Rollup KPIs (acceptance)
- >= 80% positive core API sentiment
- < 2 critical bugs per tester
- Average learning curve < 4 hours
- >= 1 completed real-world project