sonar-tracing

One-line OpenTelemetry tracing for AI agents, across frameworks.

import sonar_tracing as tracing

tracing.init(service_name="support-agent", framework="strands")

with tracing.identity(tenant_id="acme", session_id=session_id):
    result = agent(prompt)

That is the whole integration. No exporter wiring, no TracerProvider, no OTLP setup — init() builds the production processor/exporter chain for you and identity() stamps tenant/session context onto every span in scope.

Install

pip install sonar-tracing

Framework support ships as a separate package. For AWS Strands, also install the adapter — it registers itself, so there is nothing to import:

pip install sonar-tracing sonar-tracing-strands

What it does

init() — stands up a TracerProvider wired to an OTLP HTTP exporter, with redaction and identity-stamping built into the pipeline.
identity() — a context manager that attaches tenant/session attributes to spans created within it.
Framework support is a plugin, not a branch. Adapters are discovered from the sonar_tracing.adapters entry point group, so a new framework ships as a new package — core never changes.

Requirements

Python 3.11+
An OTLP-compatible collector endpoint

License

MIT — see LICENSE.

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