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How to Reduce Bugs in Software Development?

1. Test-driven coding: Fail, code, repeat.

2. Simplify code, minimize bugs, maximize testing. 

3. Modularize code for easy testing and maintenance. 

In your opinion, which one of these tasks is more important than the others? 
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I Specialized Graduate in Clinical Biomechanics And Clinical Physiology.  My Specialized Programming languages are Python * R * Matlab AND Data Science Field 

I think the most important factor is the first option, although the other factors are also important