Python Hub Weekly Digest for 2026-03-22 https://pythonhub.dev/digest/2026-03-22/

Invent your own comprehensions in Python Python doesn't have tuple, frozenset, or Counter comprehensions, but you can invent your own by passing a generator expression to any iterable-accepting callable. https://www.pythonmorsels.com/custom-comprehensions/

Pytest parameter functions The post shows how to make complex pytest.mark.parametrize data more readable and maintainable by wrapping each test case in small helper functions instead of raw tuples. It also demonstrates using pytest.… https://nedbatchelder.com/blog/202602/pytest_parameter_functions

PEP 827 - Type Manipulation has just been published https://www.reddit.com/r/Python/comments/1rimuu7/pep_827_type_manipulation_has_just_been_published/

code-graph-rag Code-Graph-RAG builds knowledge graphs from multi-language codebases and enables AI-powered querying and editing. It uses Tree-sitter to parse ASTs across 11 languages, stores structural data in Memgraph, and translates natural language qu… https://github.com/vitali87/code-graph-rag

Deprecate confusing APIs like “os.path.commonprefix()” The article argues that confusing APIs like Python’s os.path.commonprefix() should be deprecated because their misleading naming and placement cause developers to misu… https://sethmlarson.dev/deprecate-confusing-apis-like-os-path-commonprefix

Custom Data Structures in E-Graphs The post explores how Egglog’s e-graph framework can be extended with custom container data structures to represent algebraic structures (like multisets) more efficiently and reduce expression blow-up during r… https://uwplse.org/2026/02/24/egglog-containers.html

databricks-solutions / ai-dev-kit Databricks Toolkit for Coding Agents provided by Field Engineering https://github.com/databricks-solutions/ai-dev-kit

City2Graph Transform geospatial relations into graphs for Graph Neural Networks and network analysis. https://github.com/c2g-dev/city2graph

Comparing Python packages for A/B test analysis (with code examples) https://e10v.me/python-packages-for-ab-test-analysis/

What Python's asyncio primitives get wrong about shared state https://www.inngest.com/blog/no-lost-updates-python-asyncio

100 days 100 iot project with Micropython https://github.com/kritishmohapatra/100_Days_100_IoT_Projects

You’ve Been Underusing Dataclasses (These Tricks Are Wild) The video demonstrates seven powerful, lesser-known techniques using Python dataclasses, including automatic class registration, lightweight validation, cached derived values, and context manage… https://www.youtube.com/watch?v=Y9_h7ehjhO4

Validating data with pointblank in python One of the most common tasks of any organization is reviewing data to ensure that it is accurate and does not contain errors. Commonly, this is done by producing graphs or summary … https://www.markpitblado.me/blog/validating-data-with-pointblank-in-python

Designing for Model Swaps When LLM providers ship breaking changes, a poor architecture turns a config tweak into a 400-line PR. This post introduces seam-driven design - five narrow interfaces (provider, prompt, tools, config, observability) each independently sw… https://garybake.com/seams1.html

Resume-Tailor The Resume Tailor is a small tool used to quickly and automatically tailor your resume to a job description. This allows you to have the best odds of getting your resume into the hands of actual humans. https://github.com/farmerTheodor/Resume-Tailor

python-apple-fm-sdk Python bindings for access to the on-device model at the core of Apple Intelligence through the Foundation Models framework. https://github.com/apple/python-apple-fm-sdk

FastAPI error handling: types, methods, and best practices Learn FastAPI error handling with different types, methods, and best practices. Build robust APIs using custom exception handlers and practical examples. https://www.honeybadger.io/blog/fastapi-error-handling/

Using tox to Test a Django App Across Multiple Django Versions The article shows how to use tox to test a Django app across multiple Python and Django versions by creating isolated environmen… https://www.djangotricks.com/blog/2026/02/using-tox-to-test-a-django-app-across-multiple-django-versions/

MicroGPT explained interactively Walk through Karpathy's 200-line GPT from scratch. Tokenize names into integers, watch softmax convert scores to probabilities, step through backpropagation on a computation graph, explore attention heatmaps, and see a tiny mod… https://growingswe.com/blog/microgpt

Formualizer The spreadsheet engine that actually evaluates formulas. Parse, evaluate, and mutate Excel workbooks from Rust, Python, or the browser. https://github.com/psu3d0/formualizer

seomachine A specialized Claude Code workspace for creating long-form, SEO-optimized blog content for any business. This system helps you research, write, analyze, and optimize content that ranks well and serves your target audience. https://github.com/TheCraigHewitt/seomachine

Unit testing your code’s performance, part 2: Catching speed changes Got benchmarks in CI? You can (maybe) use tests to catch performance changes even earlier. https://pythonspeed.com/articles/speed-unit-tests/

Python Hub Weekly Digest for 2026-03-15 https://pythonhub.dev/digest/2026-03-15/

Python Hub Weekly Digest for 2026-03-08 https://pythonhub.dev/digest/2026-03-08/

Timber – Ollama for classical ML models, 336x faster than Python https://github.com/kossisoroyce/timber

ai-functions Python functions powered by AI agents - with runtime post-conditions for reliable agentic workflows. https://github.com/strands-labs/ai-functions

huggingface / skills https://github.com/huggingface/skills

taylorwilsdon / google_workspace_mcp Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool https://github.com/taylorwilsdon/google_workspace_mcp

Does it still make sense to learn python or any programming language in 2026 https://www.reddit.com/r/learnpython/comments/1ritmiw/does_it_still_make_sense_to_learn_python_or_any/

WSE Rust-powered WebSocket engine for Python. Up to 14M msg/s JSON, 30M msgpack/zlib fan-in, 2.1M del/s fan-out, zero-GIL JWT, E2E encryption. https://github.com/silvermpx/wse

iNTERCEPT A free and open-source platform that unites the best signal intelligence tools into a single, accessible interface. https://github.com/smittix/intercept

github / awesome-copilot Community-contributed instructions, prompts, and configurations to help you make the most of GitHub Copilot. https://github.com/github/awesome-copilot

Rendering 18,000 videos in real-time with Python Learn how the author used game engine tech to solve a video streaming problem. https://madebymohammed.com/pysaic

OAUTH on client-side with Python An overview of OAUTH in non-web apps and the general data-flow of an OAUTH Client. https://jakabszilard.work/posts/oauth-in-python

dj-control-room A centralized dashboard for managing Django admin panels. https://github.com/yassi/dj-control-room

Stario Stario is a Python web framework for real-time hypermedia. While most frameworks treat HTTP as request → response, Stario treats connections as ongoing conversations - open an SSE stream, push DOM patches, sync reactive signals. https://github.com/bobowski/stario

Python Type Checker Comparison: Empty Container Inference https://pyrefly.org/blog/container-inference-comparison/

cereggii Thread synchronization utilities for Python. https://github.com/dpdani/cereggii

Trackers Plug-and-play multi-object tracking for any detection model. https://github.com/roboflow/trackers

knock-knock A Fun, Live View of SSH Break-in Attempts. https://github.com/djkurlander/knock-knock

Porn in Conda directory https://www.reddit.com/r/Python/comments/1rfefy7/porn_in_conda_directory/

dbslice Extract a slice of your production database to reproduce bugs locally. Point dbslice at a record, it follows foreign keys and gives you a complete, importable subset. https://github.com/nabroleonx/dbslice

Jeffallan / claude-skills 66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer. https://github.com/Jeffallan/claude-skills

Django ORM Standalone: Querying an existing database A practical step-by-step guide to using Django ORM in standalone mode to connect to and query an existing database using inspectdb. https://www.paulox.net/2026/02/20/django-orm-standalone-database-inspectdb-query/

Guido van Rossum Interviews Thomas Wouters (Python Core Dev) https://gvanrossum.github.io/interviews/Thomas.html

Python Hub Weekly Digest for 2026-03-01 https://pythonhub.dev/digest/2026-03-01/

nao nao is a framework to build and deploy analytics agent. Create the context of your analytics agent with nao-core cli: data, metadata, modeling, rules, etc. Deploy a UI for anyone to chat with your agent and run analytics on your data. https://github.com/getnao/nao

anthropics / claude-plugins-official Official, Anthropic-managed directory of high quality Claude Code Plugins. https://github.com/anthropics/claude-plugins-official

OpenCastor The Universal Runtime for Embodied AI. Connect any AI model to any robot hardware through a single YAML config. https://github.com/craigm26/OpenCastor