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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.

24 Sep 2026 edition

1084 articles · 63 sources · 663 papers ·

Top topics: AI · AI Research · General

Python AI Django

Note on 24th September 2026

The more time I spend working with coding agents, the more convinced I am that they make software engineering even harder. We can do amazing things with them, but unlocking their full potential requires extraordinary…

Source: Simon Willison's Weblog

A Developer’s Guide to Gemini 3.5 Transcribe

Code tutorial → https://g.dev/cloud/gemini-3-5-transcribe-github Code script → https://g.dev/cloud/gemini-3-5-transcribe-live-github Docs → https://g.dev/cloud/3-5-transcribe-docs Explore how to build speech-to-text…

Source: Google Cloud Tech Google Cloud Tech
Rust

Cc linkage error

Hi. I've tried xcode reinstalling, downgrading mac sdk to try and fix this cc linkage issue among other solutions online but none seem to work. error: linking with cc failed: exit status: 1 | = note: "cc"…

Source: Rust Users Forum amRelish
AWS

Amazon EventBridge relaunches event buses for enterprise scale

Amazon EventBridge relaunches event buses with a new enhanced Custom event bus that lets you build event-driven applications that decouple teams and can scale with your organization. Create a custom event bus, share it…

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

commit-rewriter 0.2

Release: commit-rewriter 0.2 Support for branches other than the default branch. Use uvx commit-rewriter --branch other to run against another branch. #3 Tags: git

Source: Simon Willison's Weblog
Open Source

When chat is the wrong UI

What is a developer to do when they need something more tangible than a chat box? Enter canvases. The post When chat is the wrong UI appeared first on The GitHub Blog.

Source: GitHub Blog Burke Holland
Python AI Django

datasette 1.0a41

Release: datasette 1.0a41 Alec Garcia added support for OpenTelemetry to Datasette in this release. I've also refactored all of Datasette's modal dialogs to a single Web Component, which is now documented for other…

Source: Simon Willison's Weblog

Turn Audio into Action with Gemini 3.5 Transcribe

Blog → https://g.dev/cloud/gemini-3-5-transcribe Docs → https://g.dev/cloud/3-5-transcribe-docs Code tutorial → https://g.dev/cloud/gemini-3-5-transcribe-github This video explores how to transform your enterprise audio…

Source: Google Cloud Tech Google Cloud Tech
Open Source

AI-powered fuzzing with the GitHub Security Lab Taskflow Agent

In this blog post, I explain how to use the new fuzzing taskflow based on the GitHub Security Lab Taskflow Agent AI framework. The post AI-powered fuzzing with the GitHub Security Lab Taskflow Agent appeared first on…

Source: GitHub Blog Antonio Morales
Architecture

Fragments: September 24

Rob Bowley is “flipping tables in his head” with anger at the current media coverage of the danger of AI killing us all The risk I’m worried about isn’t a future machine deciding to wipe us out. It’s today’s AI, being…

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

PEP 848: Generational Incremental Garbage Collection

tldr: Replaces the current generational-only cycle GC with a generational-incremental GC with lower overhead. Much faster: 3-5% speedup on pyperformance Shorter pause times: How much shorter depends on the application,…

Source: Python PEPs Mark Shannon
MongoDB

Resilient Edge AI: Keeping Connected Vehicles Smart Offline

A warning light appears on the dashboard while a driver is navigating a tunnel, a remote area, or an underground garage. The driver asks the vehicle what is wrong and what to do next. In that critical moment, getting a…

Source: MongoDB Blog

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