The bug fix paradox: why AI agents keep breaking working code

The article explains that when you ask an AI coding agent to fix a bug, it often makes unnecessary changes to working code because it does not explicitly know which behavior should stay the same and which should change, leading to regressions. It then proposes a property-aware code evolution approach that defines a clear bug condition and corresponding preservation properties so the fix ...

https://kiro.dev/blog/bug-fix-paradox/

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/

Jeffallan / claude-skills

66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.

https://github.com/Jeffallan/claude-skills

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

knock-knock

A Fun, Live View of SSH Break-in Attempts.

https://github.com/djkurlander/knock-knock

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

dj-control-room

A centralized dashboard for managing Django admin panels.

https://github.com/yassi/dj-control-room

Python Essentials for AI Agents – Tutorial

This Python course will help you master the technical stack behind autonomous intelligence. This course is designed to take you from the core syntax of Python through the complexities of data handling and API integration, culminating in the deployment of sophisticated Large Language Models. You will learn to write code and to architect systems that can reason, use tools, and solve real-w...

https://www.youtube.com/watch?v=UsfpzxZNsPo

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

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

github / awesome-copilot

Community-contributed instructions, prompts, and configurations to help you make the most of GitHub Copilot.

https://github.com/github/awesome-copilot

iNTERCEPT

A free and open-source platform that unites the best signal intelligence tools into a single, accessible interface.

https://github.com/smittix/intercept

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

CLI subcommands with lazy imports

The post explains that Python 3.15’s new lazy imports feature is great for CLI tools, but naïve argparse subcommand patterns accidentally force all lazy imports to execute early, negating the benefit. It then shows two simple patterns that preserve laziness for subcommands: dispatching with a match statement, or wrapping lazy-imported callables in lambdas so they are only reified when th...

https://snarky.ca/subcommands-with-lazy-imports/

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