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With formatting:

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- learn where in your stack it's worth optimizing vs just let it chug along inefficiently.

- Unintuitively, often a simple, inefficient, unmaintainable automation slapped together is better than something well-written, especially in the domain of ML/data munging

- feedback is essential. When I started, I didn't spend much time in the plots windows. This is your QA dash. Pushed me heavily into using integrated CI pipelines

- don't be afraid of rewrites. But do have ample tests.

- CSP rocks




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