{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring/3"}],"enrichment":{"capability":"Auto-instruments OpenAI Agents SDK to emit OpenTelemetry-compatible traces for observing agent runs, tool calls, and realtime audio sessions.","skillfed_tags":["observability","opentelemetry","agent-tracing"],"use_cases":["Debug agent behavior by viewing the full span tree of tool calls, LLM invocations, and intermediate outputs in Phoenix.","Monitor production agent runs in real-time to detect failures, latency spikes, or unexpected tool execution patterns.","Trace realtime audio conversations to correlate user input transcripts, LLM responses, and tool invocations in a single view.","Redact sensitive audio or input data in traces using environment variables while preserving structural observability.","Export agent telemetry to Arize AX for model performance analysis and drift detection across agent deployments."],"what_it_does":"This package automatically instruments the OpenAI Agents SDK to capture execution traces compatible with OpenTelemetry. When you run an agent, it records spans for each agent invocation, tool call, and (if using realtime audio) conversation turn with transcripts and audio URIs. The traces can be exported to observability platforms like Arize Phoenix or Arize AX for visualization and analysis.\n\nThe instrumentation wraps agent internals to intercept function calls without requiring code changes to your agent logic. It supports tool namespaces, captures LLM model names and invocation parameters, and includes optional audio redaction via environment variables for privacy-sensitive deployments. Requires Python 3.10\u20133.14 and openai-agents 0.11.0 or later.","worth_installing":"Yes. The package is actively maintained, has no known vulnerabilities, and low install friction. Install it if you use OpenAI Agents and need observability into agent execution, tool calls, or realtime audio sessions. The instrumentation is automatic and non-invasive, and integrates cleanly with standard OpenTelemetry collectors."},"id":"openinference-instrumentation-openai-agents","links":{"html":"https://skillfed.io/packages/openinference-instrumentation-openai-agents","md":"https://skillfed.io/packages/openinference-instrumentation-openai-agents.md","pypi":"https://pypi.org/project/openinference-instrumentation-openai-agents/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-07","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"openinference-instrumentation-openai-agents","python_support":"supports_current","summary":"OpenInference OpenAI Agents Instrumentation"},"popularity":{"monthly_downloads":1024178,"position":4487,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"2.0.0"}