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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.

31 Jul 2026 edition

53 articles · 29 sources ·

Top topics: AWS · AI · DevSec

AWS

Amazon SageMaker Unified Studio now supports Teradata Vantage

Amazon SageMaker Unified Studio now supports Teradata Vantage as a data source, enabling you to query and analyze your enterprise data warehouse data directly alongside your other data assets. With this new connection,…

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

This DIY pen plotter has delta kinematics and a tool changer

Pen plotters are kind of neat, if you like the idea of marking paper without resorting to printing. But almost every pen plotter out there is basically the same: Cartesian movement in two axes, with some sort of…

Source: Arduino Blog Arduino Team
Architecture

Modeling Device Capabilities for Analytics

by Aarti Laddha, Richard Diaz-Cool, Rishika Idnani, Venkatesh Selveraj Netflix supports a vast and evolving set of features and content types, ranging from 4K streaming and immersive audio to live streaming and cloud…

Source: Netflix TechBlog Netflix Technology Blog
Open Source

Don’t stop early: Case-folding source code at memory speed

How a branch-free loop and byte-space arithmetic let GitHub case-fold every byte of code search at >45 GiB/s on a single core. The post Don’t stop early: Case-folding source code at memory speed appeared first on The…

Source: GitHub Blog Alexander Neubeck
DevOps

Kubernetes v1.37 Sneak Peek

As we get closer to the release date for Kubernetes v1.37, the project develops and matures, features may be deprecated, removed, or replaced with better ones for the project's overall health. This blog outlines some of…

Source: Kubernetes Blog
Python

PEP 842: Module Exports

Hi, I’ve written PEP 842, which specifies an __export__ variable that controls variable visibility in modules. The full text is available here: Python Enhancement Proposals (PEPs) PEP 842 – Module Exports |…

Source: Python PEPs Peter Bierma
AI Labs AI

Building abundant intelligence

A full-stack approach to making advanced AI more capable, more affordable, and more widely useful.

Source: OpenAI News
AI Labs AI

Advancing responsible AI across Europe

OpenAI shares how its safety, security, transparency, and provenance practices support responsible AI governance in Europe. The work will continue as the EU AI Act advances.

Source: OpenAI News
AWS

AWS Lambda now supports Java 8, 11, and 17 on Amazon Linux 2023

AWS Lambda now supports Java 8, Java 11, and Java 17 runtimes on Amazon Linux 2023 (AL2023), available as both managed runtimes and container base images. These new runtimes enable customers running Lambda functions on…

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

The Conductor Developer

TL;DR Why I think software development is starting to feel a little more like conducting an orchestra. There’s a shift happening in software development that I don’t think we’re talking about clearly enough. For the…

Source: Martin Fowler Rachel Laycock (rlaycock@thoughtworks.com)
AWS

Amazon CloudWatch announces managed Prometheus collectors

Amazon CloudWatch now supports collecting Prometheus metrics from your AWS infrastructure using fully managed collectors — enabling you to monitor Amazon EKS, Amazon EC2, Amazon ECS, Amazon MSK, and Amazon OpenSearch…

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

AWS CodeDeploy now available in five additional AWS regions

AWS CodeDeploy is now available in five additional AWS Regions: Asia Pacific (New Zealand), Asia Pacific (Thailand), Asia Pacific (Taipei), Asia Pacific (Malaysia), and Mexico (Central). AWS CodeDeploy is a fully…

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

Amazon Web Services now introduces Context Ontology Accelerator

Today, AWS announces Context Ontology Accelerator, an open source accelerator that helps organizations build an ontology of their business — a machine-readable model of their products, customers, policies, and the rules…

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

Univé builds an AI-ready workforce

See how Univé built an AI-ready workforce with ChatGPT Enterprise by combining leadership, responsible governance, and employee-led innovation to transform work at scale.

Source: OpenAI News

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