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Human-curated Python news, projects, articles & tools. https://pythonhub.dev/
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2 655
alirezarezvani / claude-skills
A Collection of Skills for Claude Code and Claude AI for real-world Usage. Including Claude Code Subagents, Claude Code Commnads
https://github.com/alirezarezvani/claude-skills
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GrantFlow.AI
GrantFlow.ai is a platform for creating grant applications using ML and AI.
https://github.com/grantflow-ai/grantflow
2 655
A field guide to sandboxes for AI
Luis Cardoso breaks down the technical differences between containers, microVMs, gVisor, and WebAssembly to help developers choose the right isolation boundary for running untrusted AI agents. He emphasizes that a secure sandbox requires a clear distinction between the isolation boundary, the access policy, and the lifecycle management of the environment to prevent malicious code from co...
https://www.luiscardoso.dev/blog/sandboxes-for-ai
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FastAPI Tutorials
In this series, we'll be learning how to build a full-featured web application from the ground up using the FastAPI framework in Python. We'll build both a JSON API for programmatic access and HTML pages for users to browse in the browser. Throughout the series, we'll set up a database with SQLAlchemy, create Pydantic models for data validation, and implement complete CRUD operations. We...
https://www.youtube.com/playlist?list=PL-osiE80TeTsak-c-QsVeg0YYG_0TeyXI
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The Right Way to Use AI for Writing Maintainable Code
Arjan argues that long-term code maintainability with AI requires developers to act as high-level architects, constantly refining design patterns and decoupling responsibilities rather than accepting the first "working" output. The video demonstrates this iterative process by showing a real interaction with ChatGPT, where he systematically guides the AI to replace messy if-statements wit...
https://www.youtube.com/watch?v=8Pi6vGRlp1c
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Engram
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models.
https://github.com/deepseek-ai/Engram
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ComposioHQ / awesome-claude-skills
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
https://github.com/ComposioHQ/awesome-claude-skills
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stocksTUI
Real-time stock market data in your terminal.
https://github.com/andriy-git/stocksTUI
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Seaborn Crash Course - Data Visualization in Python
This video today is a crash course on Seaborn, a data visualization library for Python built on top of Matplotlib. It makes it super simple to create statistical graphs of datasets.<br>
https://www.youtube.com/watch?v=rLVCSmtoA7U
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BeatBoss
BeatBoss is a desktop music player built with Python and Flet.
https://github.com/TheVolecitor/BeatBoss
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The Emperor Has No Clothes: How to Code Claude Code in 200 Lines of Code
Mihail Eric argues that the core functionality of complex AI coding tools like Claude Code or Cursor is not magic but rather simple agentic logic. He demonstrates that these systems can be replicated in about 200 lines of Python by focusing on the essential loop of reading files, editing code, and executing shell commands.
https://www.mihaileric.com/The-Emperor-Has-No-Clothes
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How I Used Claude to Build a Transcription Bot that Learns From Its Mistakes
John Voorhees describes building a transcription pipeline that combines deterministic Python scripts for initial cleanup with Claude's "fuzzy" reasoning to catch obscure phonetic errors. The system uses a feedback loop where Claude identifies misspellings like "goti" for "GOTY" and automatically updates a persistent dictionary to ensure the bot becomes more accurate with every episode.
https://www.macstories.net/stories/how-i-used-claude-to-build-a-transcription-bot-that-learns-from-its-mistakes
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pyPFC: An open-source Python package for phase field crystal simulations
A Python framework for setting up, running and analyzing 3D Phase Field Crystal (PFC) simulations.
https://github.com/HHallb/pyPFC
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Moving Scratch generation to Python on browser
https://kushaldas.in/posts/introducing-ektupy.html
