extrabyte.hashnode.dev🛡️ Prompt Injection & How to Harden Amazon Bedrock Against ItGenerative AI systems are powerful, but they can also be tricked into breaking their own rules through a technique called prompt injection ⚠️.When you integrate AI models like Amazon Bedrock into applications, you need to treat this as a security thr...Aug 13, 2025·4 min read
extrabyte.hashnode.devAI Is More Predictive Than Intuitive, Which Means You May Still Not Be 100% Replaceable. Yet.As AI continues to advance at breakneck speed, it’s tempting to believe that coding itself is about to become obsolete and outsourced to large language models that can write, refactor and even debug our code. But here’s the thing: Even the smartest A...Aug 5, 2025·3 min read
extrabyte.hashnode.devBias Testing in AI: A Practical Guide with Python and FairlearnIntroduction Artificial Intelligence (AI) is increasingly shaping decisions that affect people's lives — from loan approvals to hiring and medical diagnoses. However, AI models can sometimes unintentionally exhibit bias against certain groups based o...Apr 29, 2025·4 min read
extrabyte.hashnode.devPlaywright vs. Selenium: The Best Tool for Modern Web AutomationIn the ever-evolving world of web automation, Selenium and Playwright have emerged as two of the most popular frameworks. While Selenium has been the industry standard for years, Playwright is gaining significant traction, offering modern capabilitie...Mar 5, 2025·4 min read
extrabyte.hashnode.devAI in Testing: Disrupting the Pyramid & TrophyIntroduction For years, software testing has been guided by two well-established models: the Testing Pyramid and the Testing Trophy. These frameworks have helped teams balance different types of tests, ensuring efficiency and robustness in test autom...Feb 26, 2025·4 min read
