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Re:Show HN: Open-source ML monitoring agent for TFServing by jishnum on Wednesday May 05, 2021 @10:54PM (#27058656)
Hi HN - I built this agent to make it easier to get feature distribution metrics into a Prometheus-Grafana observability stack when deploying with Tensorflow Serving.

The pain point this addresses is that TF Serving's default /metrics endpoint only exposes performance metrics (request size, request counts) but not metrics on the features or predictions, which is often interesting and valuable to monitor.