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TILens What matters today in tech v0.3.2
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Daily edition

The daily ledger

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

25 Aug 2026 edition

1118 articles · 65 sources · 765 papers ·

Top topics: AI · AI Research · General

Python AI Django

EVE Online: The Move to Python 3 Begins!

EVE Online: The Move to Python 3 Begins! EVE Online has been one of the most interesting case studies in Python at scale for over twenty years now. They've been running on Stackless Python since their launch in 2003,…

Source: Simon Willison's Weblog
Rust

API Design for Config Override

I keep encountering this pattern which I have struggled to find a good solution. There is a global config with non-nullable fields Each item can override some per-item config fields Example: RSS Reader struct App {…

Source: Rust Users Forum elbaro
Open Source AI

How to evaluate LLMs before production

These are the lessons we learned evaluating LLMs for real-world secret scanning. The post How to evaluate LLMs before production appeared first on The GitHub Blog.

Source: GitHub Blog Mariko Wakabayashi
Python

PPC nomination AMA for Eli Schwartz

Hey, I heard everyone was doing these things so I figured I’d join in. You can read my nomination statement here: Nominee for 2026 Python Packaging Council Election | Python.org Feel free to ask me anything and I’ll do…

Source: Python Discourse — Latest Eli Schwartz
Python

Mailing list mode: support for creating topics?

Thanks to @encukou for explaining “mailing list mode” to me and encouraging me to give it a try and see if it’s more usable for me than the web UI. One thing I noticed is that by default mailing list mode only seems to…

Source: Python Discourse — Latest Eli Schwartz
Python

Redesigning the `turtle` docstring translation process

turtle supports translation of its docstrings via turtle.write_docstringdict, however no catalogues have ever been widely distributed (from what I can tell), and the documentation still directs requests to a personal…

Source: Python Discourse — Latest Stan Ulbrych
AWS

AWS Batch now supports Amazon ECS Managed Instances

AWS Batch now supports Amazon ECS Managed Instances (ECS MI) as a new compute option, enabling you to run GPU-accelerated and compute-intensive batch workloads on AWS-managed infrastructure. With AWS Batch on ECS MI you…

Source: AWS What's New aws@amazon.com

4 ways loop engineering fails (and how to fix them)

Try out the Loop Engineering Codelab → https://g.dev/cloud/loop-lab-table Explore four common errors that every developer should watch out for when building loop engineering projects, and practical strategies to…

Source: Google Cloud Tech Google Cloud Tech
AWS

AWS Lambda MicroVMs now supports AWS PrivateLink

AWS Lambda MicroVMs now supports AWS PrivateLink, enabling private connectivity to Lambda MicroVMs directly from Amazon Virtual Private Cloud (VPC) resources without exposing traffic to the public internet. This launch…

Source: AWS What's New aws@amazon.com
AWS

Happy 20th Birthday, Amazon EC2

On the 20th Anniversary, we recognize how AWS has continued to push the boundaries of what cloud computing can deliver, building custom silicon for general-purpose and AI workloads and expanding EC2 into new form…

Source: AWS News Blog Channy Yun (윤석찬)

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