PythonHub

From Zero to GPU A Guide to Building and Scaling Production-Ready CUDA Kernels https://huggingface.co/blog/kernel-builder

Build a Coding Agent from Scratch: The Complete Python Tutorial The tutorial walks through building a baby version of the Claude Code AI coding agent from scratch in Python, covering creating a reasoning brain, instructions, tools, and memory with a ReAct loop for interactive coding tasks. It also progresses to adding safe code execution, sandboxing, and context management to handle large codebases, enabling the agent to write, test, debug, and itera... https://www.siddharthbharath.com/build-a-coding-agent-python-tutorial/

Python: The Documentary [video] https://www.youtube.com/watch?v=GfH4QL4VqJ0

terminal-bench A benchmark for LLMs on complicated tasks in the terminal. https://github.com/laude-institute/terminal-bench

VibeVoice A Frontier Long Conversational Text-to-Speech Model. https://github.com/microsoft/VibeVoice

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