PythonHub

oraios / serena A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration) https://github.com/oraios/serena

fenic Build reliable AI and agentic applications with DataFrames. https://github.com/typedef-ai/fenic

Customize your IPython shell in Docker You can heavily customize your IPython shell experience when using it inside Docker or in a Docker Compose project. Without your personal preferences annoying your teammates! https://frankwiles.com/posts/customize-ipython-docker/

AsyncFlow Digital twin for async backends: build topologies, simulate traffic, and get per-server and full system latency/throughput insights. https://github.com/AsyncFlow-Sim/AsyncFlow

How to Spot (and Fix) 5 Common Performance Bottlenecks in pandas Workflows This post walks through five common pandas bottlenecks, how to recognize them, and some workarounds you can try on CPU with a few tweaks to your code plus a GPU-powered drop-in accelerator, cudf.pandas, that delivers order-of-magnitude speedups with no code changes. https://developer.nvidia.com/blog/how-to-spot-and-fix-5-common-performance-bottlenecks-in-pandas-workflows/

Anatomy of a Python Loop Learn Python loops the fun way by rolling dice, casting fireballs, and finally understanding what continue really does. https://orencodes.io/anatomy-of-a-python-loop/

tensorlake Tensorlake is a Document Ingestion API and a serverless platform for building data processing and orchestration APIs https://github.com/tensorlakeai/tensorlake

Python Hub Weekly Digest for 2025-08-31 https://pythonhub.dev/digest/2025-08-31/

pyx: a Python-native package registry, now in Beta pyx: a Python-native package registry, now in Beta Since its first release, the single ... https://simonwillison.net/2025/Aug/13/pyx/#atom-tag

Nested functions in Python Functions in Python can be defined within another function. Table of contents ... https://www.pythonmorsels.com/nested-functions/

Tracking malicious code execution in Python Recently, I have been working on a new library that statically analyzes Python scripts and detects ... https://rushter.com/blog/python-code-exec/

uvify: Turn any python repository to environment (oneliner) using uv python manager https://www.reddit.com/r/Python/comments/1mbe67q/uvify_turn_any_python_repository_to_environment/

pre-commit: install with uv pre-commit is my favourite Git-integrated “run things on commit” tool. It acts as a kind of package ... https://adamj.eu/tech/2025/05/07/pre-commit-install-uv/

hexora: Static analysis of malicious Python code https://github.com/rushter/hexora

ThinkMesh: A Python lib for parallel thinking in LLMs https://github.com/martianlantern/ThinkMesh

Dynamically patch a Python function's source code at runtime https://ericmjl.github.io/blog/2025/8/23/wicked-python-trickery-dynamically-patch-a-python-functions-source-code-at-runtime/

I’m 70. Is it worth learning Python? https://www.reddit.com/r/learnpython/comments/1mzmxom/im_70_is_it_worth_learning_python/

Adding asyncio.sleep(0) made my data pipeline (150 ms) not spike to (5500 ms) https://www.reddit.com/r/Python/comments/1mzcxyc/adding_asynciosleep0_made_my_data_pipeline_150_ms/

Would you recommend Litestar or FastAPI for building large scale api in 2025 https://www.reddit.com/r/Python/comments/1mgkwmn/would_you_recommend_litestar_or_fastapi_for/

rest-filters: A filter backend for Django REST framework. A filter backend native to Django REST framework that allows for much more complex filter operations for you APIs. https://github.com/realsuayip/rest-filters