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Daily edition · Python

The daily ledger

TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.

24 Oct 2026 edition

22 articles · 6 sources · 2 papers ·

Top topics: Python · AI · AI Research

Python

PEP 813 - The Pretty Print Protocol (round 2)

At the recently concluded Python core team sprint, @ericvsmith and I worked on some major updates to PEP 813 - The Pretty Print Protocol. We think it’s in pretty[1] good shape and essentially ready to be proposed for…

Source: Python PEPs Barry Warsaw
Python AI Django

battledrones v14: Compass Rose, a four player map

Release: battledrones v14: Compass Rose, a four player map I added four player online mode to Battledrones - previous maps were limited to two. Here's the initial prompt I used: Add a new map for a four player battle -…

Source: Simon Willison's Weblog
AI Research AI Python

How to Add Guardrails to a Local LLM Agent

A hands-on guide with Gemma 4, Ollama, and the OpenAI Agents SDK The post How to Add Guardrails to a Local LLM Agent appeared first on Towards Data Science.

Source: Towards Data Science Shuai Guo
Python

Working With JSON Data in Python

Use the Python json module to convert, read, write, and validate JSON data for APIs, config files, and on-disk storage.

Source: Real Python
Python

Defining Your Own Python Function

Learn how to define your own Python function, pass data into it, and return results to write clean, reusable code in your programs.

Source: Real Python
Python

An Intro to Threading in Python

Learn how to use Python threading to run tasks concurrently, synchronize threads with locks and queues, and avoid race conditions and deadlocks.

Source: Real Python
Python

Dictionaries in Python

Learn how dictionaries in Python work: create and modify key-value pairs using dict literals, the dict() constructor, built-in methods, and operators.

Source: Real Python
Python

Python's asyncio: A Hands-On Walkthrough

Explore how Python asyncio works and when to use it. Follow hands-on examples to build efficient programs with coroutines and awaitable tasks.

Source: Real Python
Python

Go Deh: Finding Flaws in Technical Documentation

An idea I spent some time on a project and had finished updating the tutorials and reference documentation I'd created as Markdown .md files. Then I suddenly thought: Why not use the AI to test the documentation? So I…

Source: Planet Python
AI Research AI Python

Python 3.15 Has a New Profiler

Here's what it finds that cProfile misses The post Python 3.15 Has a New Profiler appeared first on Towards Data Science.

Source: Towards Data Science Thomas Reid
Python

Quiz: Defining Your Own Python Function

In this quiz, you'll test your understanding of defining and calling Python functions. You'll revisit the def keyword, parameters, arguments, and more.

Source: Real Python
Python

Quiz: Working With JSON Data in Python

In this quiz, you'll test your understanding of working with JSON in Python. By working through this quiz, you'll revisit key concepts related to JSON data manipulation and handling in Python.

Source: Real Python
Python

Quiz: Python Threading

This is a quiz that will review topics covered in our An Intro To Threading tutorial.

Source: Real Python
Python

Quiz: How to Run a Python Script

Test your understanding of how the Python interpreter works and how to run scripts from the command line, interactive mode, file managers, and IDEs.

Source: Real Python

Showing 1 day · 22 items available