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Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

The Netflix TechBlog

We would focus our energy solely on improving data scientist productivity by being fanatically human-centric. A key observation was that most of our data scientists had nothing against writing Python code. Data scientists want to retain their freedom to use arbitrary, idiomatic Python code to express their business logic?—?like

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Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

The Netflix TechBlog

We would focus our energy solely on improving data scientist productivity by being fanatically human-centric. A key observation was that most of our data scientists had nothing against writing Python code. Data scientists want to retain their freedom to use arbitrary, idiomatic Python code to express their business logic?—?like

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Legacy Architecture Modernisation With Strategic Domain-Driven Design

Strategic Tech

remember, it’s not a waterfall project Tools and Techniques There are plentiful tools and techniques available to you in your modernisation initiative. This means a software architecture should be purposely designed for the most favourable business consequences. Starting planning doesn’t mean design is finished.

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How architecture evolves into strategy

O'Reilly Software

It's a given that we must design a system, including a local software architecture, that actually runs, that is "solid." The architect is hopefully not concerned with low-level details of the code itself inside one system but is more focused on where data center boundaries are crossed, where system component boundaries are crossed.

Strategy 100