Overview

The Telemetry page is the single home for every OpenTelemetry signal ARMS ingests from your AI applications. Navigate to it at /telemetry. Traces, AI Analysis, Metrics, and Logs are all backed by the same ClickHouse tables (otel_traces, otel_metrics_*, otel_logs) populated by the OpenTelemetry Collector built into ARMS.

The Exceptions tab is documented alongside Traces since it reuses the same trace detail explorer - see Traces & Exceptions.

Frequently asked questions

What is AI observability?

AI observability is the practice of collecting traces, metrics, and logs from LLM applications and agents so you can understand behavior, cost, latency, and errors in production - ARMS does this via standard OpenTelemetry data.

Does ARMS support log monitoring, not just traces?

Yes. Logs have their own dedicated explorer under Telemetry, ingested the same way as traces and metrics through the built-in OpenTelemetry Collector's OTLP receiver.

Can I still use dashboards alongside the Metrics explorer?

Yes. The Metrics explorer and Dashboard Widgets read from the same underlying data - use the explorer to inspect a single metric, and dashboards for cross-signal, trend-style visualizations.