Despite the temptation of buying new servers and adding CPU and RAM – you need to do what you can with the code first. I am exploring and cataloguing these methods to speed up Django QuerySets before server scaling.
The general idea is simple – use more QuerySet methods instead of Python methods to avoid evaluation.
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Django Investigations 