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The importance of good documentation for app development is emphasized in the video tutorial. Self-describing code with clear method, function, and variable names is recommended to help developers understand the codebase. In-line comments are also suggested to provide additional context and explanation for different programming languages. Good documentation helps in future development by ensuring that decisions and architectural choices are understood and remembered.