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In this web code tutorial, the concept of HTML tampering is explored as a client-side attack technique in web application penetration testing. Browsers allow users to edit information submitted to web applications, including inputting, updating, or removing data like in shopping carts or e-commerce sites. The lesson illustrates this by allowing users to try changing the quantity and price of a TV in an online store to potentially buy it for a lower price. The tutorial emphasizes the importance of understanding and protecting against client-side attacks in web security.