To address the overhead of AI-driven development, Google introduced CLI enhancements and verification tools. These tools allow agents to perform UI checks without launching emulators—resulting in 77% faster task completion and up to three times fewer tokens—and provide 'Change Review' functionality to automatically verify code modifications and detect memory leaks.