Know when your AI breaks in production. Use when you need to monitor AI quality, track accuracy over time, detect model degradation, set up alerts for AI failures, log predictions, measure production quality, catch when a model provider changes behavior, build an AI monitoring dashboard, or prove your AI is still working for compliance. Also use when you are seeing silent quality drops in producti
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Know When Your AI Breaks in Production
Guide the user through monitoring AI quality, safety, and cost in production. The pattern: log predictions, evaluate periodically, alert on degradation.
When you need monitoring
Any AI feature running in production
After launching something built with the other skills
After any model or prompt change
When compliance requires ongoing evidence that AI works correctly
When you can't afford to discover problems from customer complaints
Wha
[Description truncada. Veja o README completo no GitHub.]
