PythonHub

Autoswagger A command-line tool designed to discover, parse, and test for unauthenticated endpoints using Swagger/OpenAPI documentation. It helps identify potential security issues in unprotected endpoints of APIs, such as PII leaks and common secret exposures. https://github.com/intruder-io/autoswagger

EdgeAI for Beginners This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents. https://github.com/microsoft/edgeai-for-beginners

Cronboard A terminal-based dashboard for managing cron jobs. https://github.com/antoniorodr/Cronboard

Killing the GIL: How To Use Python 3.14's Free-Threading Upgrade The global interpreter lock (GIL) has been interfering with true parallelism in Python. That ends with Python 3.14. https://www.neelsomaniblog.com/p/killing-the-gil-how-to-use-python

TorchCurves - differentiable parametric curves in PyTorch PyTorch parametric curves spanned by B-Splines or Legendre polynomials for KANs, Embeddings, or PDE solvers. https://github.com/alexshtf/torchcurves

Handy Python REPL Modifications The article describes custom modifications to the Python REPL to make it behave more like a favorite editor, including adding new keyboard shortcuts for code navigation, editing, and inserting example data structures. These changes, enabled through a PYTHONSTARTUP file and packaged in a library called pyrepl-hacks, enhance productivity by allowing quicker code writing and editing with si... https://treyhunner.com/2025/10/handy-python-repl-modifications/

Buridan UI Beautifully designed Reflex components to build your web apps faster. Open source. https://github.com/buridan-ui/ui

rightnow-cli Claude Code for CUDA. Free AI assistant that actually understands GPU architecture. https://github.com/RightNow-AI/rightnow-cli

nanochat The best ChatGPT that $100 can buy. https://github.com/karpathy/nanochat

Neural Networks: Simpler Than You Think The post presents a straightforward implementation of a neural network from scratch in Python, explaining core concepts such as neurons, layers, weights, biases, activation functions, and training through backpropagation. It demonstrates building and training a simple neural network to approximate a sine wave, highlighting that despite its simplicity, the network can learn complex patter... https://www.hamza.se/blog/neural-networks

PyTorch 2.9 PyTorch 2.9 introduces new features including a stable libtorch ABI for C++/CUDA extensions, symmetric memory programming for easy multi-GPU kernel development, and enhanced control over graph break handling in torch.compile. It expands wheel support for AMD ROCm, Intel XPU, and CUDA 13, adds FlexAttention optimizations on Intel GPUs and X86 CPUs, and improves Arm platform performance wi... https://pytorch.org/blog/pytorch-2-9/

Erdos A secure, AI-native IDE for data science. https://github.com/lotas-ai/erdos

Python Hub Weekly Digest for 2025-10-19 https://pythonhub.dev/digest/2025-10-19/

How to Level Up Your Python Logs with Structlog This Structlog guide covers configuration context JSON output error handling and OpenTelemetry integration to make your logs a useful signal for Observability. https://www.dash0.com/guides/python-logging-with-structlog

Python 3.14 Is Here. How Fast Is It? Python 3.14 delivers notable performance improvements, including up to 27% speedup in some benchmarks compared to Python 3.13, and enhanced free-threaded execution for better multithreading. The new release also adds features like syntax highlighting in the REPL and improved concurrency support. https://blog.miguelgrinberg.com/post/python-3-14-is-here-how-fast-is-it

Training a Deep Learning Model for Echogram Semantic Segmentation In this tutorial we build a deep-learning pipeline for echogram segmentation using open-source tools. Echograms are two-dimensional plots of acoustic echo intensity versus time and depth recorded using sonar instruments, in our case echosounders. https://oceanstream.io/training-a-deep-learning-model-for-echogram-semantic-segmentation/

Why Reactive Programming Hasn't Taken Off in Python (And How Signals Can Change That) Reactive programming offers significant benefits for Python applications - it reduces bugs, simplifies complexity, and improves maintainability. Yet most Python developers avoid it. The problem isn't reactive programming itself, it's how we've been doing it. Python's reaktiv makes reactive programming as simple as spreadsheet formulas. https://bui.app/why-reactive-programming-hasnt-taken-off-in-python-and-how-signals-can-change-that/

T-Strings: Do They Actually Make SQL Better in Python 3.14? The video explains that t-strings are a new string format in Python 3.14 designed to help with SQL query sanitization by separating query parts and parameters for better readability and safety. While t-strings can improve managing complex queries with many parameters, for simple queries they add unnecessary complexity compared to traditional parameterized queries, making them useful main... https://www.youtube.com/watch?v=R5ov9SbLaYc

FuncToWeb Transform any Python function into a web interface automatically. https://github.com/offerrall/FuncToWeb

Functions: a complete reference This article serves as a complete reference for all the non-trivial things you should know about Python functions. https://mathspp.com/blog/pydonts/functions-a-complete-reference