In the digital age, APIs (Application Programming Interfaces) serve as the backbone of software communication, enabling disparate systems to exchange data and functionality seamlessly. However, this intricate interconnectivity comes with its vulnerabilities. API failures can disrupt this digital dialogue, leading to a cascade of issues that affect user experience, operational