TL;DR: Gen AI is a new standard in software development, with code generation and integrity tools offering powerful combinations for developers to enhance productivity and automate repetitive coding tasks. However, these tools also introduce limitations and drawbacks, such as introducing hidden bugs, reducing familiarity, and misaligning with specific standards and guidelines, requiring careful consideration of their use cases and mitigations. Code integrity tools can analyze and increase code coverage, verify behavior vs intent, improve familiarity with the code, and provide learning opportunities for developers. Combining generation and integrity tools can exploit each other's advantages and compensate for disadvantages, enabling the creation of powerful software development agents that interact among themselves and with developers to generate, test, and align code according to specifications.