Machine intelligence is rapidly altering the landscape of application development . Tools like GitHub Copilot and others are now demonstrating the capability to support developers by writing programs and simplifying repetitive processes . While completely eliminating human engineers seems doubtful in the near term, AI coding is poised to become an