Introduction AI coding tools have rapidly transformed the way software is built. From generating boilerplate code to suggesting optimizations and even writing entire modules, these tools promise unprecedented speed and efficiency. But with great power comes a subtle risk: confusing acceleration with replacement. Engineering is not just about writing code; it is about understanding systems, modeling business problems, making trade-offs, and evolving architectures over time. AI can assist in th...