Honor hokstra is our guest in this episode to talk us through refactoring some web scraping python code. Have you shied away from the amazing new asink in awate key words because you've heard its way too complicated? Or that it's just not worth the effort. For the right work loads, a hundred times speed up is totally possible with minor changes to your code. But you do need to understand the internals. And that's why our course, asing techniques and examples and python, show you how to write asin code successfully. Get started with a sink and wait to day with our course at talk python dotm slash asink.