validate-genai-spans

Validate LLM spans by executing a Python 3 script that checks emitted span attributes for presence and correct type against OpenTelemetry GenAI specifications. This ensures tracing completeness before production deployment.

OpenTelemetry GenAI trace validation is the process of checking that LLM tracing emits complete, spec-compliant spans. It analyzes required and recommended gen_ai.* fields to prevent gaps in cost, latency, and model dashboards.

Yes, Python 3 is required to validate LLM span attributes. The validation script depends on Python 3 to execute and verify that GenAI spans contain necessary attributes with correct data types.

LLM cost and latency dashboards miss data when tracing emits incomplete spans lacking required OpenTelemetry GenAI attributes. Validating span completeness ensures all necessary fields are captured for accurate monitoring.

Test LLM span emission before production by integrating a validation script into CI/CD pipelines. The script analyzes emitted spans for completeness and adherence to OpenTelemetry GenAI specifications to prevent tracing gaps.