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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.

07 Oct 2026 edition

1129 articles · 66 sources · 744 papers ·

Top topics: AI · AI Research · General

Python AI Django

Quoting Ben Affleck

I've always been kind of into computers since I was young. And then when film started to move from analog film to digital, I became more interested in that aspect of it. And the visual effects workflow for many years…

Source: Simon Willison's Weblog
DevSec AWS

Building your AI vulnerability harness, Part 1

Vulnerability scanners produce findings faster than manual triage can process them. Your developers ship more code with more dependencies, and the volume of candidate findings grows with it. Many findings a scanner…

Source: AWS Security Blog Nidhi Ramakant
Python AI Django

Claude Haiku 5.5

As previously promised, here's Anthropic's new fast, low cost model: Introducing Claude Haiku 5.5. The previous Haiku, 4.5, was very much showing its age. It came out almost a year ago, and was priced at $1/million…

Source: Simon Willison's Weblog

How voice AI agents control your browser

Code for this episode → https://g.dev/cloud/repositories Gemini Live API docs → https://g.dev/cloud/gemini-live CDP Page commands → https://g.dev/cloud/devtools-protocol How does an AI voice agent control a real browser…

Source: Google Cloud Tech Google Cloud Tech
Open Source

Secret protection must scale with software

Developers aren’t becoming more careless; they’re being outpaced. The tools that let developers create more software should also take on more of the work of protecting it. The post Secret protection must scale with…

Source: GitHub Blog Erin Havens
DevSec AWS

Part 1 – Cybersecurity journeys: I didn’t plan this

If you’ve ever wondered whether your background qualifies you for a career in cybersecurity, you’re not alone — and you’re probably more prepared than you think. My name is Shannon Brazil, and I work in security…

Source: AWS Security Blog Shannon Brazil
Rust

Any thin wrapper around the Web Worker API?

Hi, I'm currently writing some audio decoding pipeline targeting wasm32-unknown-unknown. In the queue / jittering part, I wanna be able to have one task that pushes data as it comes (with all the network uncertainties),…

Source: Rust Users Forum iFrostizz

Migrate SSIS packages to Aurora PostgreSQL – Part 2

Part 2 of migrating SSIS packages to Amazon Aurora PostgreSQL tackles the complex packages. Learn how to replace SSIS control flow, Foreach Loop Containers, and Script Tasks with AWS Step Functions state machines, Map…

Source: AWS Database Blog Suchindranath Hegde

Migrate SSIS packages to Aurora PostgreSQL – Part 1

Migrating SQL Server Integration Services (SSIS) packages is one of the more complex parts of moving from SQL Server to Amazon Aurora PostgreSQL. In Part 1 of this two-part series, learn how to filter, categorize, and…

Source: AWS Database Blog Suchindranath Hegde
AWS

AWS Config now supports 77 new resource types

AWS Config now supports 77 additional AWS resource types across key services including Amazon EC2, Amazon S3 Files, and Amazon Q Business. This expansion provides greater coverage over your AWS environment, enabling you…

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

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