Daily edition · Python
TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
16 articles · 7 sources · 2 papers ·
Inline rendering with document.currentScript Lean Rada describes a neat trick that takes advantage of the document.currentScript property. You can use that to drop in a tiny inline <script> element that replaces itself…
Release: web-edit 0.1a2 web-edit (previously) is my tiny web app for browsing and editing files in a folder. I mainly built it for editing files on different machines via Tailscale. I added a "copy to clipboard" option…
In the first Agents Unpacked conversation, Monty and I explored what changes when an AI system can choose actions rather than just offer advice. But saying that an agent organises a folder of photographs leaves an…
This week in our Humans of EuroPython series, we’d love to shine a light on Emma Cooke, a member of the Accessibility Team, and the ways she helped shape the EuroPython 2026 conference. Emma’s unique perspective took…
For years, I’ve wanted to offer something premium for podcast listeners. The obvious option was an ad-free feed. That never sat right with me. No ads is not much of a bonus. So over the last few months, I’ve been…
Ten quantization guides, and not one threshold-dependent metric between them — what that gap hides, and the two numbers that close it. The post The Number Your Quantization Gate Doesn't Have appeared first on Towards…
Learn how to create a Django project and app in clear, guided steps. Use it as a reference for any future Django project and tutorial you'll work on.
Compare instance methods vs class methods vs static methods in Python, and learn when each one earns its place in your code.
Compare the best Python IDEs and code editors side by side, with free picks for beginners and pro tools for data science and AI-assisted coding.
In this tutorial, you'll be equipped to make production-quality, presentation-ready Python histogram plots with a range of choices and features.
How participant-aware evaluation changed performance across three machine-learning models The post When EEG Models See the Same People in Training and Testing appeared first on Towards Data Science.
Test your understanding of Python callables and see how the .__call__() method lets you call class instances just like regular functions.
Which of your Python tools would you still pick if you started fresh today? For a long time, the answer was easy. The stack felt settled. AI has reopened almost every one of those choices. Some tools got faster. Others…
This is a design sketch, not a PEP. Prior discussions worth reading: Sum Types in the stdlib (Jul 2025), and the draft @sealed PEP. Why Sometimes we need sum types. Two approaches both have gaps: Plain inheritance: type…
Got NaNs when using Grouper on a Python Pandas data frame? groupby+Grouper chops up the datetime values, from the earliest to the latest, by the specified granularity. If even one datetime is super early/late, you’ll…
Daniel Lemire introduces fastpybase64, a Python library built on SIMD-accelerated simdutf that provides a drop-in alternative to Python's standard base64 module. In single-threaded benchmarks decoding Base64 data…
