OpenTelemetry-based instrumentation for LLM calls and agent steps: adds trace spans to every inference and tool call without modifying business logic. The cleanest way to bring the existing OTEL ecosystem (Grafana, Datadog, Jaeger) to a harness.

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Grafana

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

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play

star:535 A TUI playground to experiment with your favorite programs, such as grep, sed, awk, jq and yq.

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Hubble

Network visibility and monitoring tool built by the Cilium community. It provides real-time visibility into network traffic, allowing operators to gain insights into application behavior, troubleshoot connectivity issues, and enforce network security policies.

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logfire

AI observability platform from the Pydantic team with a unique angle: all trace data is SQL-queryable (PostgreSQL-compatible), so coding agents can query production observability data directly via the Logfire MCP server. Full-stack OTEL tracing covers both the AI layer and backend — letting you…

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