Naming conventions varied significantly between teams and sometimes within teams. - Error handling patterns fell into four distinct styles, with no clear standard. - Test coverage ranged from 91% (Payments team) to 34% (Integrations team). - Docstring formats included Google style, NumPy style, Sphi