Companies are facing a talent shortage, leading to intense competition for technical skills. Emphasizing quality and documentation is crucial, and AI can play a pivotal role in software development phases, especially in design and testing. By leveraging AI to navigate countless software states, reliability can be significantly improved, reducing the need for inefficient troubleshooting methods.