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

21 Jul 2026 edition

31 articles · 27 sources ·

Top topics: AI · AI Labs · Python

Python

PEP 838: Adding python-version to pyvenv.cfg

Hi, I’d like to propose adding a python-version field to pyvenv.cfg. Unlike version and version_info, it records only the major and minor version and is resilient to patch version updates. Python Enhancement Proposals…

Source: Python PEPs konsti
Java AI

Screaming Architecture with BCE / ECB

The structure of a system should reveal its purpose. Robert C. Martin coined the term Screaming Architecture for this idea roughly 15 years ago. In the first episode of my BCE screencast course, I put it to the test:…

Source: Adam Bien Blog
Architecture AI

Fragments: July 21

With this post, I’ll wrap up my notes from the second Future of Software Development Retreat. But before I do, I should note that the full Thoughtworks report on the retreat is now available. They have five headline…

Source: Martin Fowler Martin Fowler (martin@martinfowler.com)
Hardware

AI Projects with Raspberry Pi — out now!

This latest book from Raspberry Pi Press is a hands-on guide to building real-world AI applications on Raspberry Pi. The post AI Projects with Raspberry Pi — out now! appeared first on Raspberry Pi.

Source: Raspberry Pi News Lucy Hattersley
Hardware

On AI Writing

21 July 2026 by Phillip JohnstonOne of the more maddening parts about the widespread adoption of AI tools, for me, is the inescapability of AI writing. I see it in comments, posts, and newsletters. I even see my…

Source: Embedded Artistry Blog Phillip Johnston
General

Canary tokens and digital tripwires

Haroon Meer is back! Haroon is the Founder of Thinkst, the ~50-person bootstrapped company behind Canary and Canarytokens — honeypots and tripwires you sprinkle inside your network and forget about until an attacker…

Source: Changelog Podcast
Hugging Face AI

Local AI 201: Inference Engines, Hardware Stack

- Link to Introduction to Local AI (101) https://www.youtube.com/watch?v=wRcByxXkJCQ - ODS https://github.com/osmantic/ods - Inference Engines blog series http://thelocalaibook.osmantic.com/ Find our speakers below: -…

Source: Hugging Face Hugging Face
Python Django FastAPI

Python quiz: EuroPython 2026 edition

Replay the EuroPython 2026 Python quiz. These are the questions asked during the EuroPython 2026 quiz. They will test your knowledge of the Python language, the community, and of EuroPython 2026. Since we were…

Source: mathspp

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