The blog post emphasizes the importance of consistency in large codebases, warning against the tendency to implement features in isolation, which can lead to greater issues later. It argues that deep familiarity with legacy code is essential for maintaining a clean and organized codebase, highlighting that consistency facilitates future improvements and prevents messy code.