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The importance of documentation for app development was highlighted in the video tutorial. The speaker recommended using self-describing code with clear method, function, and variable names. In-line comments were also suggested to provide additional context for other developers navigating the codebase. This approach can help ensure that the reasoning behind design choices is preserved for future reference.