Autodynatrace is a Python module designed to streamline the instrumentation of Python applications by automatically integrating with common libraries such as Flask, Django, Redis, and SQLAlchemy, using the Dynatrace OneAgent SDK. This module simplifies monitoring by requiring minimal code changes, allowing developers to efficiently collect transactional data and analyze application performance. The implementation of Autodynatrace involves a straightforward process, as demonstrated with a Django app, which can be instrumented by installing the module and making minor adjustments to the application settings. This approach enhances visibility into the application's flow, capturing detailed metrics like web requests, database interactions, and external API calls without extensive manual configuration. The open-source nature of Autodynatrace promises future expansions to support a wider array of Python modules, aiming to cover diverse use cases and reduce the time developers spend on monitoring setup.