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The rise of GenEng: How AI changes the developer role

Widespread availability of generative AI chatbot technology and the power of large language models (LLMs) have the potential to revolutionize customer experience and employee productivity in enterprises. This generative AI technology can democratize access to AI for developers and enable them to int.. read more  

The rise of GenEng: How AI changes the developer role
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Python Software Foundation: Announcing Our New Security Developer in Residence!

Seth Michael Larson is set to join the Python Software Foundation (PSF) as the first-ever security developer-in-residence in January, following a thorough search process. Larson, a well-known figure in the Python community, was previously named a PSF Fellow and has written extensively about Python s.. read more  

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Automating Python code quality

The article discusses the concept and importance of code quality in software development. It mentions that code quality can benefit developers by reducing bugs, improving readability, and making them happier and more productive. It also suggests using tools like linters and type checkers to automate.. read more  

Automating Python code quality
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Caching in Django with Redis

Cache is a mechanism that stores frequently accessed data temporarily for quick access and Redis is a popular cache backend in Django that allows for fast read and write operations... read more  

Caching in Django with Redis
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When NumPy is too slow

Numpy-based code can be slow due to the lack of automatic parallelism and optimization. To optimize numpy code, it is important to choose a scalable algorithm, consider SIMD instructions, and utilize libraries like JAX or Numba for efficient execution... read more  

When NumPy is too slow
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CLI tools hidden in the Python standard library

The Python gzip module can be used as a CLI tool by running "python -m gzip --decompress pypi.db.gz". This feature is particularly useful for Windows users who don't have the gzip utility installed. Other similar tools are available!.. read more  

CLI tools hidden in the Python standard library
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@faun shared a link, 2 years, 5 months ago
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Using Contextual Bandit models in large action spaces at Instacart

Instacart strives to provide personalized customer experiences by combining multiple considerations in product searches, such as personal relevance, popularity, price, and item availability. They have implemented a contextual bandit (CB) model to train and recommend actions that enhance the shopping.. read more  

Using Contextual Bandit models in large action spaces at Instacart
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@faun shared a link, 2 years, 5 months ago
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A theme editor for JupyterLab

JupyterLab is a comprehensive web user interface for scientific and technical computing that allows users to choose between light and dark color themes, as well as adjust the contrast, color palette, and font for accessibility purposes. Custom themes can be created using CSS variables, and a theme e.. read more  

A theme editor for JupyterLab
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@faun shared a link, 2 years, 5 months ago
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Bringing Locality of Behaviour to Django Views and URLs

Django's "LOB Connection View URLs" principle suggests using decorators to connect URLs directly to views, avoiding the disconnect between the URL configuration and the views. This approach allows for more flexibility and improves the organization and management of URL patterns in Django projects... read more  

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Pytest fixtures are magic!

Pytest fixtures are a powerful tool for writing efficient and effective tests. Fixtures can be used to generate specific data needed for testing, making it easier to create and automate tests. Additionally, fixtures can be reused across tests and even across projects, improving development velocity... read more  

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