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/

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/

Nested functions in Python

Functions in Python can be defined within another function.







Table of contents
...

https://www.pythonmorsels.com/nested-functions/

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

tensorlake

Tensorlake is a Document Ingestion API and a serverless platform for building data processing and orchestration APIs

https://github.com/tensorlakeai/tensorlake

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/

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/

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

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/

fenic

Build reliable AI and agentic applications with DataFrames.

https://github.com/typedef-ai/fenic

oraios / serena

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration)

https://github.com/oraios/serena

VibeVoice

A Frontier Long Conversational Text-to-Speech Model.

https://github.com/microsoft/VibeVoice

terminal-bench

A benchmark for LLMs on complicated tasks in the terminal.

https://github.com/laude-institute/terminal-bench

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/

From Zero to GPU

A Guide to Building and Scaling Production-Ready CUDA Kernels

https://huggingface.co/blog/kernel-builder

A Python CLI for Verifying Assembly

This post describes Python CLI tool for verifying assembly programs using symbolic execution with Ghidra pcode semantics. It highlights novel features like embedding formal specifications directly into assembly through macros, handling invariants via control flow graph cuts, and providing detailed verification and countermodel feedback to ensure correctness of assembly code.

https://www.philipzucker.com/asm_verify3/