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In planning coding projects, the approach varies between professional settings and personal projects. In a professional context, everything must be meticulously calculated. However, for personal projects, the speaker often sketches ideas, conducts some research, and gains a basic understanding of necessary mechanics, such as game design or AI implementation. This improvisational approach is more enjoyable, as it promotes exploration without overthinking. Although the speaker initially enjoyed a less structured method, they have since discovered a more balanced strategy that combines enjoyment with a bit of calculation, blending elements of professional planning with the freedom of personal creativity.