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What is IT automation?

Dynatrace

While automating IT practices can save administrators a lot of time, without AIOps, the system is only as intelligent as the humans who program it. Expect to spend time fine-tuning automation scripts as you find the right balance between automated and manual processing. Monitoring automation is ongoing.

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Orchestrating Data/ML Workflows at Scale With Netflix Maestro

The Netflix TechBlog

It is a general-purpose workflow orchestrator that provides a fully managed workflow-as-a-service (WAAS) to the data platform at Netflix. It serves thousands of users, including data scientists, data engineers, machine learning engineers, software engineers, content producers, and business analysts, for various use cases.

Java 202
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Organise your engineering teams around the work by reteaming

Abhishek Tiwari

Because you are changing team composition, you need robust norms of conduct and engineering practices in place. Secondly, fine-tune team composition based on work. Thirdly, let engineers themselves choose the delivery teams and organise them around the initiative.