TL;DR
Writing a GAs system from scratch is a great learning experience but for real tasks don't reinvent the wheel.
It's not just a matter of subtleties: issues in a fresh implementation can easily go unnoticed because GAs are fault-tolerant by their very nature… at the expense of performance.
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