Why AI-Generated Code Requires Engineering Oversight Artificial intelligence has dramatically changed the software development landscape. Modern AI tools can generate APIs, write frontend components, create database queries, automate testing, and even suggest system architectures within seconds. What once required hours of manual coding can now be completed almost instantly with AI-powered assistants. This shift has accelerated development cycles across startups, enterprises,