The Plutus Application Testing Framework is a set of tools and methodologies for thoroughly testing Plutus-based smart contracts and decentralized applications. It allows developers to simulate various scenarios, test edge cases, and ensure the robustness of their applications before deployment on the Cardano mainnet.