2 632
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Posts Archive
2 632
Querying 10M rows in 11 seconds: Benchmarking ConnectorX, Asyncpg and Psycopg vs QuestDB
https://www.reddit.com/r/Python/comments/1klke8k/querying_10m_rows_in_11_seconds_benchmarking/
2 632
StarGuard
CLI tool to detect fake-star campaigns, dependency hijacks, licence red flags, and other signals of open-source risk. Inspired by the 4.5 million fake stars study, StarGuard helps automate open-source due diligence in seconds.
https://github.com/m-ahmed-elbeskeri/Starguard
2 632
Introducing Typerdrive: Develop API-Connected Typer Apps at Lightspeed
Typerdrive is a Python package that extends Typer to simplify building CLI tools that interact with APIs. It offers built-in support for settings management, caching, error handling, logging, and client configuration, enabling developers to create robust, user-friendly command-line applications more efficiently.
https://blog.dusktreader.dev/2025/05/13/introducing-typerdrive-develop-api-connected-typer-apps-at-lightspeed/
2 632
An Empirical Study on the Performance and Energy Usage of Compiled Python Code
This study investigates how various Python compilers—such as PyPy, Numba, Nuitka, Mypyc, Codon, Cython, and Pyston-lite—affect execution time, energy consumption, and memory usage across different benchmarks. Results indicate that tools like Codon, PyPy, and Numba can achieve over 90% improvements in speed and energy efficiency compared to standard CPython.
https://arxiv.org/pdf/2505.02346
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Fosowl / agenticSeek
Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity.
https://github.com/Fosowl/agenticSeek
2 632
PyRoki
A Modular Toolkit for Robot Kinematic Optimization.
https://github.com/chungmin99/pyroki
2 632
3 Python AI Projects for Beginners - Full Tutorial
This video provides a step-by-step guide on how to build three beginner-friendly Python AI projects: an AI agent, a resume critiquer, and an image classifier. The tutorial covers the necessary Python libraries and tools, including Langraph, Langchain, Streamlit, TensorFlow, and OpenCV.
https://www.youtube.com/watch?v=XZdY15sHUa8
2 632
Python Simulator of David Deutsch’s "Constructor Theory of Time"
https://github.com/gvelesandro/constructor-theory-simulator
2 632
codesys
A Python SDK for interacting with the Claude CLI tool.
https://github.com/RVCA212/codesys
2 632
Writing N-body gravity simulations code in Python
https://alvinng4.github.io/grav_sim/5_steps_to_n_body_simulation/
2 632
The first year of free-threaded Python
A recap of the first year of work on enabling support for the free-threaded build of CPython in community packages.
https://labs.quansight.org/blog/free-threaded-one-year-recap
2 632
Pyrefly: A new type checker and IDE experience for Python
https://engineering.fb.com/2025/05/15/developer-tools/introducing-pyrefly-a-new-type-checker-and-ide-experience-for-python/
2 632
agent-api
A minimal, open-source setup for serving Agents using FastAPI and Postgres. Built for speed, clarity, and dev happiness.
https://github.com/agno-agi/agent-api
2 632
Cogitator – A Python Toolkit for Chain-of-Thought Prompting
https://github.com/habedi/cogitator
2 632
Scaling Python Task Queues Effectively
Task queues are a great way to offload work to the background but scaling Python task queues is tricky. Learn how you can keep your task queues chugging along!
https://judoscale.com/blog/scaling-python-task-queues
2 632
The REAL Reason You Should Use Type Hints in Python
This video explains that the true power of type hints in Python lies in how they encourage better code design by prompting developers to think more generically about data structures. The video also highlights the principle that inputs should be as generic as possible (contravariant), while outputs should be as specific as possible (covariant).
https://www.youtube.com/watch?v=0oBLMwHdZ2Y
2 632
contextgem
Effortless LLM extraction from documents.
https://github.com/shcherbak-ai/contextgem
