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The latest news, opinions and technical guides from ZenML.
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We're Revving Up ZenML: Exciting News and What It Means for You

ZenML secures an additional $3.7M in funding led by Point Nine, bringing its total Seed Round to $6.4M, to further its mission of simplifying MLOps. The startup is set to launch ZenML Cloud, a managed service with advanced features, while continuing to expand its open-source framework.
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October 20, 2023
8 Mins Read

Richify that CLI!

We recently reworked a number of parts of our CLI interface. Here are some quick wins we implemented along the way that can help you improve how users interact with your CLI via the popular open-source library, rich.
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October 20, 2023
7 Mins Read

Type hints are good for the soul, or how we use mypy at ZenML

A dive into Python type hinting, how implementing them makes your codebase more robust, and some suggestions on how you might approach adding them into a large legacy codebase.
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October 19, 2023
3 Mins Read

How we track our todo comments using GitHub Actions

A programmatic means of ensuring #TODO comments made in code also end up in our Jira ticketing system.
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October 18, 2023
16 Mins Read

How we made our integration tests delightful by optimizing the way our GitHub Actions run our test suite

As we outgrew our initial template Github Action workflow, here's the five things we added to our Github Action arsenal to fit our growing needs: Caching, Reusable Workflows, Composite Actions, Comment Triggers and Concurrency Management.
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October 18, 2023
9 Mins Read

10 Ways To Level Up Your Testing with Python

A mix of mental and technical skills you can develop to get better at testing your Python code.
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