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Monitoring & Logging

Track model performance, detect drift, and analyze production metrics.

Key Metrics

Latency

P50, P95, P99 inference times

Throughput

Requests per second

Error Rate

Failed inference requests

Data Drift

Input distribution changes

View Logs

oneml logs my-model --tail 100 --follow