ai-monitoring

What problem does it solve?

This Skill enables teams to detect and respond to AI quality issues, safety violations, and degradation in production by continuously logging predictions, evaluating performance, and triggering alerts.

Core Features & Use Cases

• Prediction logging and continuous evaluation to identify drift, degradation, and cost anomalies.
• Real-time alerting and dashboards for proactive governance and compliance reporting.
• End-to-end monitoring pipelines that integrate with observability tools and provide auditable traces.

Quick Start

Wrap your production program with a monitoring wrapper, start logging predictions, and schedule periodic evaluations to detect degradation.