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News & links about Python programming.
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Python Poetry in 8 Minutes

This video guides you through the ins and outs of managing Python virtual environments, while also introducing you to Poetry. You'll learn a host of tips and strategies to manage your projects with greater effectiveness and efficiency.

https://www.youtube.com/watch?v=Ji2XDxmXSOM
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Secure LLM Architecture - Testing LLM Guard

The video explores LLM architectures, addressing security concerns and critiquing ineffective security tools. It introduces LLM Guard, an open-source tool aiming to enhance LLM security by checking inputs for malicious intent and outputs for sensitive data, demonstrated through practical examples and emphasizing the importance of output monitoring and permissions in safeguarding data.

https://www.youtube.com/watch?&v=C_5KRqQrGD4
What's up Python? iphone support, @sealed, PYTHON_GIL=0...

A summary of what happened in the Python community in march

https://www.bitecode.dev/p/whats-up-python-iphone-support-sealed
OpenDevin

An open-source project aiming to replicate Devin, an autonomous AI software engineer who is capable of executing complex engineering tasks and collaborating actively with users on software development projects.

https://github.com/OpenDevin/OpenDevin
Django: Write-up on optimizing the system check framework

The post discusses optimizations made to Django's system check framework, which had gained a reputation for being slow. The optimizations reduced the runtime of running checks on an example client project from 37ms to 18ms, a 50% reduction.

https://adamj.eu/tech/2024/03/23/django-optimizing-system-checks/
The wrong way to speed up your code with Numba

Numba can make your numeric code faster, but only if you use it right.

https://pythonspeed.com/articles/slow-numba/