Dexter

An autonomous agent for deep financial research

https://github.com/virattt/dexter

Blinter

Blinter is a linter for Windows batch files. It provides comprehensive static analysis to identify syntax errors, security vulnerabilities, performance issues and style problems.

https://github.com/tboy1337/Blinter

django-bolt

Rust-powered API framework for Django achieving 60k+ RPS. Uses Actix Web for HTTP, PyO3 for Python bridging, msgspec for serialization. Decorator-based routing with built-in auth and middleware.

https://github.com/FarhanAliRaza/django-bolt

Wrapping immutable objects

Graham Dumpleton explores how Python’s wrapt library must correctly handle immutable types when wrapping objects, highlighting hidden issues with in-place operators like += and @= when applied to proxies of immutables. He outlines a refinediaddstrategy for ObjectProxy that preserves expected behaviour in version 2.0.0 of wrapt.

https://grahamdumpleton.me/posts/2025/10/wrapping-immutable-types/

typeagent-py

This is an in-progress project aiming at a Pythonic translation of TypeAgent KnowPro and a few related packages from TypeScript to Python.

https://github.com/microsoft/typeagent-py

burla

Run any Python function on 1000 computers in 1 second.

https://github.com/Burla-Cloud/burla

Brewing with SQLAlchemy

This series is a comprehensive workshop designed to teach SQLAlchemy from fundamental concepts through advanced data modeling and complex query crafting. By the end, it aims to equip learners with practical skills to confidently handle data challenges and build scalable, powerful applications using SQLAlchemy’s ORM and session features.

https://fullstack.rocks/article/sqlalchemy/brewing_with_sqlalchemy

wove

Beautiful Python async. It is for running high latency async tasks like web requests and database queries concurrently in the same way as asyncio, but with a drastically improved user experience.

https://github.com/curvedinf/wove

How DeepSeek OCR Quietly Solved a Billion-Dollar Problem in AI Scaling

This article cover the architecture and how to guide for DeepSeek OCR- this story has gone viral on this topic.

https://medium.com/data-and-beyond/how-deepseek-ocr-quietly-solved-a-billion-dollar-problem-in-ai-scaling-7b4502613af9?sk=d43719a9caf7dfe938f9af1eac86056b

Monte Carlo modeling in Python with probabilit

The article introduces probabilit, a Python package designed for Monte Carlo modeling that simplifies uncertainty calculations by allowing users to model equations with probability distributions and sample from them. It demonstrates key features like Latin Hypercube Sampling for efficient sampling and inducing correlations between variables, highlighting its suitability for prototyping u...

https://tommyodland.com/articles/2025/monte-carlo-modeling-in-python-with-probabilit/

skylos

Yet another static analysis tool for Python codebases written in Python that detects dead code + common security flaws created by ai. Faster and better than the rest :) also, who let the dawgs out?

https://github.com/duriantaco/skylos

Why Performance Matters in Python Development

Learn why code optimization is important and how efficient Python code improves speed, scalability, and the user experience.

https://blog.jetbrains.com/pycharm/2025/10/why-performance-matters-in-python-development/

Python Pydantic Tutorial: Complete Data Validation Course (Used by FastAPI)

Learn how to use Pydantic to validate and structure data in Python using type hints, custom validators, and nested models. Pydantic simplifies data handling in web apps, pipelines, and AI tools by replacing messy manual validation with clean, reliable models.

https://www.youtube.com/c/Coreyms/videos