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 aTracerProviderwired 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.adaptersentry 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.
1 maintainer
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