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Yes, you should use a Python venv in a container like docker

SummaryWhile it's perfectly workable to not use a venv in a container like a Docker image, you ...

https://www.bitecode.dev/p/yes-you-should-use-a-python-venv
Python Concurrency: Threads, Processes, and Asyncio Explained

https://newvick.com/python-concurrency/
StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning

StreamSpeech is an "All in One" seamless model for over 8 tasks of offline and simultaneous speech recognition, speech translation and speech synthesis.

https://ictnlp.github.io/StreamSpeech-site/
The benefits of trailing commas

Trailing commas make for easier code changes, shorter diffs, and fewer bugs.







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https://www.pythonmorsels.com/trailing-commas-in-python/
Can LLMs write better code if you keep asking them to “write better code”?

https://minimaxir.com/2025/01/write-better-code/?