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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.

02 Sep 2026 edition

1214 articles · 60 sources · 814 papers ·

Top topics: AI · AI Research · General

Architecture

Bliki: Paracelsus Maxim

The difference between a medicine and a poison is dosage. Often we talk about certain habits, in programming or life, are good or bad. But few things are simple binaries. Some vary with context: reading a book is a good…

Source: Martin Fowler Martin Fowler
Rust

How to transmit a D-Bus message with the exact same body?

I'm working on a dbus project where I need to be able to transmit dbus method calls. The idea is: I receive a dbus method call I change the source and destination in order to transmit the message to another object…

Source: Rust Users Forum clino
Rust

Need help about AI

Hey everyone! I’m curious about how other Rust developers are actually using AI in their day-to-day development. I’m currently trying to improve my own workflow and would really appreciate hearing how you approach…

Source: Rust Users Forum ayush7781
Python AI Django

llm-openrouter 0.7.1

Release: llm-openrouter 0.7.1 Performance fix for loading OpenRouter models. Thanks, waveplate. #59 Tags: llm, openrouter

Source: Simon Willison's Weblog
Python AI Django

llm 0.34

Release: llm 0.34 One new feature: llm logs --usage Markdown output now includes the response duration in milliseconds and as a human-readable duration. llm logs --short includes a new duration_ms field. #1653 Plus…

Source: Simon Willison's Weblog
Java

IntelliJ IDEA 2026.2.2 Is Out!

IntelliJ IDEA 2026.2.2 is now available. You can update to this version from inside the IDE, using the Toolbox App, or by using snaps if you are a Ubuntu user. You can also download it from our website. IntelliJ IDEA…

Source: IntelliJ IDEA Blog Maria Kosukhina
DevSec AWS

Agentic security: Detection and response at machine speed

After talking with enterprise security leaders over the past year, one thing has become clear: the rise of autonomous AI agents is the most significant shift in security posture since the move to cloud. Organizations…

Source: AWS Security Blog Gee Rittenhouse
Rust

Failing to read a file due to it not being valid UTF-8

This is some code I wrote (src/main.rs): let contents = fs::read_to_string("test.bf").unwrap(); however, when it runs, it panics due to the file not being valid UTF-8 despite the file being UTF-8 encoded. The character…

Source: Rust Users Forum Schoggi
Python AI Django

llm-anthropic 0.28

Release: llm-anthropic 0.28 Claude Fable 5.1, reasoning traces are now displayed by default for models that support them, plus a new llm_anthropic.ClaudeRefusal exception for when Claude throws a refusal. Tags: llm,…

Source: Simon Willison's Weblog
Python AI Django

llm-gemini 0.34

Release: llm-gemini 0.34 New model gemini-3.8-flash for Gemini 3.8 Flash, with low, medium and high thinking levels. #146 Fixed async responses failing to record the resolved model version. Thanks, Charlie Tonneslan.…

Source: Simon Willison's Weblog

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