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The importance of good documentation for app development is emphasized in the video. Self-describing code with clear method, function, and variable names is recommended to help future developers understand the codebase. Additionally, in-line comments are suggested to further explain the code and its purpose, regardless of the programming language being used. Good documentation helps prevent forgetting the reasons behind architectural decisions made during development.