Python Trending Weekly #110: JIT Compiler Two-Year Retrospective, AI Agent Tools Explosion

Jul 12, 2025

Welcome to Python Trending Weekly - your gateway to cutting-edge Python intelligence! Curated by Python Cat from 400+ premium sources worldwide, we deliver the most valuable articles, tutorials, open-source projects, tools, podcasts, videos, and trending discussions directly to your inbox. Our mission: Accelerate your Python mastery and unlock new career opportunities in the ever-evolving tech landscape.

Stay ahead of the curve: Subscribe now for weekly insights that keep you at the forefront of Python innovation!

Full article https://www.patreon.com/posts/python-trending-133956776

Here are the title summaries for this issue:

🦄Articles & Tutorials

① Reflections on 2 years of CPython's JIT Compiler: The good, the bad, the ugly

② Types are Transforming Python

③ Solving Wordle with uv's dependency resolver

④ Developing a Real-time Dashboard with FastAPI, MongoDB, and WebSockets

⑤ Escaping Contravariance Hell

⑥ LangFlow Tutorial: Building Production-Ready AI Applications With Visual Workflows

⑦ Scaling recommendations service at OLX

⑧ Getting extensions to work with free-threaded Python

⑨ Augmented Coding: Beyond the Vibes

⑩ Context Engineering for Agents

⑪ PyTorch is dead. Long live JAX.

⑫ operators, not users and programmers

🐿️Projects & Resources

① trae-agent: LLM-based agent for general purpose software engineering tasks

② xai-sdk-python: The official Python SDK for the xAI API

③ desto: web-interface and cli to manage python and shell scripts in tmux sessions

④ devin.cursorrules: Magic to turn Cursor/Windsurf as 90% of Devin

⑤ LingChat: GPT chat with emotional expressions

⑥ rowboat: AI-powered multi-agent builder

⑦ agent-factory: A tool for generating Python code for agentic workflows

⑧ throttled-py: High-performance Python rate limiting library

⑨ tubearchivist: Your self hosted YouTube media server

⑩ mlx-audio: A text-to-speech (TTS), speech-to-text (STT) and speech-to-speech (STS) library built on Apple's MLX framework

⑪ sloppy-xml-py: A Python library to parse malformed XML

⑫ Python-Scripts: A curated list of python scripts for automating your tasks

Cut through the noise with our premium subscription at $4.99/month. Get hand-picked, cutting-edge Python content delivered weekly. Join 350+ professionals who trust us to filter the best from 400+ sources for technical vision expansion and career development. Subscribe at: Patreon

After subscribing, you can view the full text of Issue 110 for free: https://www.patreon.com/posts/python-trending-133956776

Python潮流周刊

Discussion about this post