Software Engineering

• Tornado is a Python web framework and asynchronous networking library designed for handling long-lived network connections. It is built to be non-blocking and uses an event loop to manage all operations. While Tornado itself does not rely on a thread pool for its core operations, it provides interfaces for integrating with thread pools (e.g.,

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The book Clean Code introduces three laws of TDD [1]:

1. Write a failing unit test first before you start writing production code.


2. Write not more of a unit test than is sufficient to fail.


3. Write not more production code than is sufficient to pass the currently failing test.

So, the tests are written before the production code. This leads to the developer... See more

The complete Protobuf platform

Accelerate gRPC adoption with the Buf Schema Registry — built by the world's Protobuf experts.

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A single field tells us in plain language what the status of the object is by using enums instead of booleans. Another upside is the extensibility and future-proofing that this technique gives us. If we go back to our previous example of adding a “pause” mechanic,... See more

1. Streamlining data exploration and analysis:

• Context-Aware Suggestions: Receive AI-powered suggestions for relevant tools, functions, and libraries based on your specific dataset and analysis goals.


• Contextual search for functions and libraries: Quickly find relevant functions and libraries from various programming languages, such as Python and R,

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Why is Continuous Delivery for ML/AI hard(er)?

Since the challenge is not new and many valid solutions exist targeting traditional software projects, is there a reason to treat ML/AI systems any differently? Consider these three core challenges that are endemic in ML, AI, and data projects:

1. Development and debugging cycles are more tedious due to

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Developer environments you can take with you

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Flox is a virtual environment and package manager all in one. With Flox you create environments that layer and replace dependencies just where it matters, making them portable across the full software lifecycle

Install packages from the biggest open source... See more

Loose Coupling and High Cohesion: How To Avoid Tight Coupling and Low Cohesion?

Cohesion is a measure of the number of relationships that parts of a component have with each other.

High cohesion means that : All of the parts that are needed to deliver the component's functionality are included in the component.

Coupling is a measure of the number of... See more

For high-priority tasks , like designing the main user interface content or creating content for a major product launch, you might spend 10–20 hours a week. These tasks need detailed planning and close collaboration with your team.

Medium-priority tasks , such as updating help center articles or creating content for minor feature updates, might take... See more