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I always keep in mind that scalability and reproducibility are the core value to software engineering that derives exponential productivity.
I prefer an approach that scales in the long term even if it requires me to learn new things and it takes time at the begining.
That's why I developed terraform providers to improve operational efficiency and built code generation and package distribution workflow in my projects.