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In Part 1 of this series, Keyton introduced his Puffin framework and showed how it helps you automate (potentially interrelated) HTTP calls in order to test a dynamic Web application. Since that article appeared, Keyton has redesigned and expanded the core engine. The latest version of the Puffin framework now allows you to automate a wider variety of actions including Web, file, database, socket, and command line (along with custom actions that are a simple framework extension away). With these latest improvements, you can now use Puffin (renamed the Puffin Automation Framework) for not only Web application testing but also system monitoring and data transfer automation. This article introduces the key concepts behind the system's architectural improvements and discusses its newly extended use. Read Web application testing with Puffin: Part 2 tutorial here. (http://www.opensourcetutorials.com/tutorials/Server-Side-Coding/Python/application-testing-puffin-2/page1.html)