{"enrichment":{"capability":"MLflow Tracing is a lightweight Python SDK for instrumenting AI applications with observability and tracing, supporting automatic tracing for popular AI libraries with minimal dependencies.","verdict":"A production-ready, actively maintained tracing SDK designed for GenAI observability with minimal overhead. Apache 2.0 licensing, low dependency footprint, and zero known vulnerabilities make it suitable for deployment in containerized and serverless environments. Requires an external MLflow backend to function."},"id":"mlflow-tracing","links":{"html":"https://skillfed.io/packages/mlflow-tracing","md":"https://skillfed.io/packages/mlflow-tracing.md","pypi":"https://pypi.org/project/mlflow-tracing/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-03","license_spdx":null,"license_treatment":"permissive","name":"mlflow-tracing","python_support":"supports_current","summary":"MLflow Tracing SDK is an open-source, lightweight Python package that only includes the minimum set of dependencies and functionality to instrument your code/models/agents with MLflow Tracing."},"popularity":{"tier":"top_1000"},"security":{"n_vulnerabilities":0},"version":"3.15.1"}