{"categories":[{"label":"Monitoring","url":"https://skillfed.io/packages/category/system-monitoring/2"}],"enrichment":{"capability":"Adds distributed tracing to OpenAI Agents workflows, capturing agent reasoning, tool calls, and decision steps as OpenTelemetry spans for observability and debugging.","skillfed_tags":["observability","openai-agents","tracing"],"use_cases":["Debug agent behavior by inspecting tool calls, reasoning steps, and LLM interactions in your observability platform.","Monitor production agent workflows to detect failures, latency spikes, or unexpected tool usage patterns.","Correlate agent traces with upstream requests and downstream services using OpenTelemetry's distributed tracing.","Evaluate agent quality by analyzing prompts and completions in traces without modifying agent code.","Reduce trace data size by disabling content logging in privacy-sensitive environments."],"what_it_does":"This package is an OpenTelemetry instrumentation plugin that automatically captures traces from OpenAI Agents workflows. When enabled, it records agent reasoning steps, tool invocations, and decision-making as spans that flow into your observability backend, giving you visibility into how agents behave without modifying your agent code.\n\nIt ships with privacy controls: by default it logs prompts, completions, and embeddings to span attributes for debugging, but you can disable this via the TRACELOOP_TRACE_CONTENT environment variable if your data is sensitive. The package depends on the core OpenTelemetry API and instrumentation framework, plus AI-specific semantic conventions, and installs with low friction as a pure Python wheel.","worth_installing":"Yes, if you run OpenAI Agents in production or development and use OpenTelemetry for observability. The package is actively maintained, has no known vulnerabilities, installs cleanly, and solves a real problem\u2014agent workflows are otherwise a black box. The privacy controls are essential if you handle sensitive user data. Install it if you already have an OpenTelemetry backend; skip it if you have no observability infrastructure."},"id":"opentelemetry-instrumentation-openai-agents","links":{"html":"https://skillfed.io/packages/opentelemetry-instrumentation-openai-agents","md":"https://skillfed.io/packages/opentelemetry-instrumentation-openai-agents.md","pypi":"https://pypi.org/project/opentelemetry-instrumentation-openai-agents/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-10","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"opentelemetry-instrumentation-openai-agents","python_support":"supports_current","summary":"OpenTelemetry OpenAI Agents instrumentation"},"popularity":{"monthly_downloads":2468996,"position":3051,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.62.3"}