awesome-agentic-patterns
A curated catalogue of awesome agentic AI patterns.
https://github.com/nibzard/awesome-agentic-patterns
A curated catalogue of awesome agentic AI patterns.
https://github.com/nibzard/awesome-agentic-patterns
GitHub
GitHub - nibzard/awesome-agentic-patterns: A curated catalogue of awesome agentic AI patterns
A curated catalogue of awesome agentic AI patterns - nibzard/awesome-agentic-patterns
Unit testing your code’s performance, part 1: Big-O scaling
Your software’s speed needs some form of testing; big-O scaling is a good starting point.
https://pythonspeed.com/articles/big-o-tests/
Your software’s speed needs some form of testing; big-O scaling is a good starting point.
https://pythonspeed.com/articles/big-o-tests/
Python⇒Speed
Unit testing your code’s performance, part 1: Big-O scaling
Your software’s speed needs some form of testing; big-O scaling is a good starting point.
Recent optimizations in Python's Reference Counting
CPython 3.14+ introduced LOADFASTBORROW, a bytecode optimization that skips reference count increments when loading local variables in hot loops, using static lifetime analysis to ensure safety. This reduces memory management overhead in performance-critical code like tight loops, mimicking Rust-style borrowing while preserving Python's reference counting model, with further JIT optimi...
https://rushter.com/blog/python-refcount/
CPython 3.14+ introduced LOADFASTBORROW, a bytecode optimization that skips reference count increments when loading local variables in hot loops, using static lifetime analysis to ensure safety. This reduces memory management overhead in performance-critical code like tight loops, mimicking Rust-style borrowing while preserving Python's reference counting model, with further JIT optimi...
https://rushter.com/blog/python-refcount/
Artem Golubin
Recent optimizations in Python's Reference Counting
An overview of recent optimizations in Python's reference counting.
PennyLane
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Built by researchers, for research.
https://github.com/PennyLaneAI/pennylane
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Built by researchers, for research.
https://github.com/PennyLaneAI/pennylane
GitHub
GitHub - PennyLaneAI/pennylane: PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and…
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Built by researchers, for research. - GitHub - PennyLaneAI/pennylane: PennyLane...
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SleepFM
A multimodal sleep foundation model that can predict 130 diseases from 1 night of sleep.
https://github.com/zou-group/sleepfm-clinical
A multimodal sleep foundation model that can predict 130 diseases from 1 night of sleep.
https://github.com/zou-group/sleepfm-clinical
GitHub
GitHub - zou-group/sleepfm-clinical
Contribute to zou-group/sleepfm-clinical development by creating an account on GitHub.
FastScheduler – Decorator-first Python task scheduler, async support
https://github.com/MichielMe/fastscheduler
https://github.com/MichielMe/fastscheduler
GitHub
GitHub - MichielMe/fastscheduler: Decorator-first Python scheduler — cron/interval/at jobs with simple persistence and built-in…
Decorator-first Python scheduler — cron/interval/at jobs with simple persistence and built-in run history. - MichielMe/fastscheduler
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Pyinfra: Turns Python code into shell commands and runs them on your servers
https://github.com/pyinfra-dev/pyinfra
https://github.com/pyinfra-dev/pyinfra
GitHub
GitHub - pyinfra-dev/pyinfra: 🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands…
🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fas...
Anthropic has made a large contribution to the Python Software Foundation
https://discuss.python.org/t/anthropic-has-made-a-large-contribution-to-the-python-software-foundation-and-open-source-security/105694
https://discuss.python.org/t/anthropic-has-made-a-large-contribution-to-the-python-software-foundation-and-open-source-security/105694
Discussions on Python.org
Anthropic has made a large contribution to the Python Software Foundation and open source security
Hi all - I wanted to share here some exciting news we shared on our blog this morning: Anthropic has donated $1.5 million over two years to the PSF! Their landmark gift is focused on supporting our security work. Here’s what we shared on social media: …
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I Made a Classic Refactoring Mistake
Arjan addresses mistakes in his prior video's refactoring of a messy order approval function, identifying three logic errors via failing tests. He discusses refactoring pitfalls like incomplete tests (86% coverage despite bugs), tricky and/or conditions, data structures, and the lack of a true "ground truth" in business logic.
https://www.youtube.com/watch?v=b6RnBKvQ40o
Arjan addresses mistakes in his prior video's refactoring of a messy order approval function, identifying three logic errors via failing tests. He discusses refactoring pitfalls like incomplete tests (86% coverage despite bugs), tricky and/or conditions, data structures, and the lack of a true "ground truth" in business logic.
https://www.youtube.com/watch?v=b6RnBKvQ40o
YouTube
I Made a Classic Refactoring Mistake
💡 Learn how to design great software in 7 steps: https://arjan.codes/designguide.
In my previous video on refactoring complicated business logic, I made several mistakes and you spotted them. In this video, I go through what went wrong, why these kinds of…
In my previous video on refactoring complicated business logic, I made several mistakes and you spotted them. In this video, I go through what went wrong, why these kinds of…
I built a wrapper to get unlimited free access to GPT-4o, Gemini 2.5, and Llama 3 (16k+ reqs/day)
https://www.reddit.com/r/Python/comments/1q87ngh/i_built_a_wrapper_to_get_unlimited_free_access_to/
https://www.reddit.com/r/Python/comments/1q87ngh/i_built_a_wrapper_to_get_unlimited_free_access_to/
Reddit
From the Python community on Reddit: I built a wrapper to get unlimited free access to GPT-4o, Gemini 2.5, and Llama 3 (16k+ reqs/day)
Explore this post and more from the Python community
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Jsonic – Python JSON serialization that works
https://medium.com/dev-genius/jsonic-python-serialization-that-just-works-3b38d07c426d
https://medium.com/dev-genius/jsonic-python-serialization-that-just-works-3b38d07c426d
Medium
Jsonic: Python Serialization That Actually Just Works
If you’ve spent any time building APIs or microservices in Python, you’ve hit the wall with the standard library’s json module. It’s…
davila7 / claude-code-templates
CLI tool for configuring and monitoring Claude Code
https://github.com/davila7/claude-code-templates
CLI tool for configuring and monitoring Claude Code
https://github.com/davila7/claude-code-templates
GitHub
GitHub - davila7/claude-code-templates: CLI tool for configuring and monitoring Claude Code
CLI tool for configuring and monitoring Claude Code - davila7/claude-code-templates
Seapie – a Python debugger where breakpoints drop into a REPL
https://github.com/hirsimaki-markus/seapie
https://github.com/hirsimaki-markus/seapie
GitHub
GitHub - hirsimaki-markus/seapie: A breakpoint should just mean >>>
A breakpoint should just mean >>>. Contribute to hirsimaki-markus/seapie development by creating an account on GitHub.
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
A Python framework for setting up, running and analyzing 3D Phase Field Crystal (PFC) simulations.
https://github.com/HHallb/pyPFC
GitHub
GitHub - HHallb/pyPFC: pyPFC: An Open-Source Python Package for Phase Field Crystal Simulations
pyPFC: An Open-Source Python Package for Phase Field Crystal Simulations - HHallb/pyPFC