I wrote this article as a preamble to a collection of tools and resources titled [ML Development Cycle](<a href="https://tudormunteanu.github.io/ml-development-cycle/" rel="nofollow">https://tudormunteanu.github.io/ml-development-cycle/</a>).<p>It's meant to be open and public.<p>So far I received quite a bit of feedback and hopefully, it can only get better. Thanks!