PythonHub

Text classification with Python 3.14's ZSTD module https://maxhalford.github.io/blog/text-classification-zstd/

So... Postgres is now basically a search engine? (And it's free) This video demonstrates how to turn PostgreSQL into a powerful, personalized search engine using the open-source PG text search extension (based on the BM25 algorithm). It provides a technical walkthrough on using Claude Code and UV to build a Python-based system for scraping web content, tracking links, and managing a private knowledge base. https://www.youtube.com/watch?v=zrokmIR9Ytg

Copy-and-patch compiler for hard real-time Python https://github.com/Nonannet/copapy

nanobot nanobot is an ultra-lightweight personal AI assistant inspired by Clawdbot. Delivers core agent functionality in just ~4,000 lines of code — 99% smaller than Clawdbot's 430k+ lines. https://github.com/HKUDS/nanobot

copier-astral Fast Python project template with Astral's toolchain (uv, ruff, ty) + pytest, MkDocs, Typer, GitHub Actions, Docker https://github.com/ritwiktiwari/copier-astral

PyNote A lightweight, browser-based Python notebook editor that runs entirely client-side using WebAssembly (via Pyodide), so it needs no server or installation. https://github.com/bouzidanas/pynote-notebook-editor

How the Self-Driving Tech Stack Works The article breaks down the core components of an autonomous driving stack, including sensing (cameras, lidar, radar), perception (object detection and tracking), planning (behavior and trajectory), and control (actuation and safety). It explains how these layers interact in real time, the trade-offs between different sensors and algorithms, and practical considerations for building and ... https://cardog.app/blog/autonomous-driving-stack-technical-guide

knowledge-work-plugins Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork. https://github.com/anthropics/knowledge-work-plugins

ACE-Step-1.5 The most powerful local music generation model that outperforms most commercial alternatives https://github.com/ace-step/ACE-Step-1.5

distil-text2sql Query your data in plain English with a fine-tuned Text2SQL model. https://github.com/distil-labs/distil-text2sql

Creating Reddit Summaries with URL Context and Gemini Raymond Camden demonstrates using the Gemini API's "URL Context" tool to scrape and summarize Reddit threads without relying on Reddit's restricted APIs. He also shares a "double-prompting" workaround to convert the unstructured URL summaries into a precise JSON format, since Gemini currently disables structured output when using the URL tool. https://www.raymondcamden.com/2026/02/09/creating-reddit-summaries-with-url-context-and-gemini

mini-swe-agent The 100 line AI agent that solves GitHub issues or helps you in your command line. Radically simple, no huge configs, no giant monorepo—but scores >74% on SWE-bench verified! https://github.com/SWE-agent/mini-swe-agent

Python Hub Weekly Digest for 2026-02-15 https://pythonhub.dev/digest/2026-02-15/

CPython Internals Explained https://github.com/zpoint/CPython-Internals

DynamoDB crash course: part 1 – philosophy This is part one of a series covering core DynamoDB concepts and patterns, all the way up to single-table design; the goal is to get you to understand idiomatic usage and trade-offs in under an hour. Today, we're looking at what DynamoDB is and why it is that way. https://death.andgravity.com/dynamodb

This Design Pattern Scares Me To Death Scattered business rules and duplicated conditionals slowly rot a codebase by drifting out of sync and creating subtle bugs. The video shows how refactoring with the Specification Pattern makes rules composable, testable, and even configurable as data instead of hardcoded logic. https://www.youtube.com/watch?v=KqfMiuL3cx4

Python Hub Weekly Digest for 2026-02-08 https://pythonhub.dev/digest/2026-02-08/

Webrockets High-performance rust powered websocket server for Python. https://github.com/ploMP4/webrockets

TTT-Discover Learning to Discover at Test Time. https://github.com/test-time-training/discover

Polymcp Polymcp provides a simple and efficient way to interact with MCP servers using custom agents. https://github.com/poly-mcp/Polymcp