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Magika 1.0: Smarter, Faster File Detection with Rust and AI

Google has just released version 1.0 of Magika, a substantial rewrite of its open-source file type detection system. The new version leverages AI to support a broader range of file types and is built in Rust for maximum speed and security. By Sergio De Simone

Breaking Silos: Netflix Introduces Upper Metamodel to Bring Consistency Across Content Engineering

Netflix has introduced the Upper metamodel within its Unified Data Architecture (UDA) to standardize domain definitions and generate consistent data container representations. UDA links conceptual models to GraphQL, Avro, SQL, and Java artifacts, supporting projections, mappings, and knowledge graph-based discovery across content, advertising, and operational systems. By Leela Kumili

React Advanced 2025: Type Safe URL State Management Takes Center Stage with Nuqs

Nuqs, a cutting-edge open-source URL state manager for React, revolutionizes application development with its type-safe approach. Showcased at React Advanced 2025, it empowers developers to share complete app states via URLs, enabling "teleportation" and "time travel." Adopted by industry leaders, Nuqs simplifies state management while ensuring robust performance and type safety. By Daniel Curtis

Presentation: Empowering Teams: Decentralizing Architectural Decision-Making

Peter Hunter & Elena Stojmilova share Open GI's journey from a slow, legacy monolith to a cloud-native SaaS platform. They detail how adopting Team Topologies and a decentralized architectural approach empowered teams. Key practices discussed include utilizing Domain-Driven Design to create a Context Map, implementing the Advice Process with Architectural Principles, and more. By Peter Hunter, Elena Stojmilova

Podcast: Leading from Any Position: Richard Bown on Humane Engineering Organizations

In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Richard Bown about transitioning from management back to individual contributor roles, leading from any position, and creating humane engineering organizations. By Richard Bown

New Front-End Framework Ripple Blends React and Svelte Together

Ripple is a new open-source front-end framework taking ideas from React, SolidJS, and Svelte into a TypeScript-first, component-oriented, JSX-like compiled language with fine-grained reactivity and scoped CSS. Ripple offers a reactivity system with automatic dependency tracking, and direct DOM updates without a virtual DOM. Ripple aims to support better debugging through AI agents. By Bruno Couriol

Learnings from Cultivating Machine Learning Engineers as a Team Manager

As an AI team manager, Vivek Gupta stays broadly informed to guide AI experts effectively and drive the team. Engineers need feedback on both technical and interpersonal skills, Gupta mentioned at Dev Summit Boston. He stresses learning time, asking for help, and cross-team collaboration. Mentorship, data handling, and human-in-the-loop validation are key to success for machine learning engineers. By Ben Linders

Article: InfoQ Java Trends Report 2025

This report summarizes how the InfoQ Java editorial team and several Java Champions currently see the adoption of technology and emerging trends within the Java and JVM space in 2025. We focus on Java the language, as well as related languages like Kotlin and Scala, the Java Virtual Machine (JVM), and Java-based frameworks and utilities. By Michael Redlich, Erik Costlow, Karsten Silz, Trisha Gee, Marit van Dijk, Richard Fichtner, Bert Jan Schrijver

ASP.NET Core in .NET 10: Major Updates Across Blazor, APIs, and OpenAPI

Microsoft has detailed the major updates to ASP.NET Core arriving as part of last month's .NET 10 release. As reported, this version delivers extensive improvements across Blazor, Minimal APIs, OpenAPI generation, authentication, and general framework performance. By Almir Vuk

House panel advances kids safety bills despite Democratic opposition

Has anyone tried Al agents that create UGC style videos from product images?

Videos of sexually suggestive, AI-generated children are racking up millions of likes on TikTok, study finds

S. Korea aims to launch lunar communication orbiter in 2029, lander in 2032: space agency

Pneumatic-suction robot clears 75,000 lb of cargo an hour

Sam Altman expects OpenAI to exit ‘code red’ by January after launch of GPT-5.2 model

Palantir sues CEO of rival AI firm Percepta, alleges widespread effort to poach employees | Suit says Percepta’s chief executive Hirsh Jain built a "copycat" company after leaving Palantir last year

Why do LangChain workflows behave differently on repeated runs?

[R] Reproduced "Scale-Agnostic KAG" paper, found the PR formula is inverted compared to its source

Microsoft

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Tongyi-MAI

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Run your GitHub Actions locally 🚀

saadeghi

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🌼 🌼 🌼 🌼 🌼  The most popular, free and open-source Tailwind CSS component library

apache

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kafka

Mirror of Apache Kafka

ethereum

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ethereum-org-website

Ethereum.org is a primary online resource for the Ethereum community.

microsoft

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Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

paperless-ngx

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paperless-ngx

A community-supported supercharged document management system: scan, index and archive all your documents

huggingface

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transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

deepspeedai

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

PostHog

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posthog

🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, data warehouse, a CDP, and an AI product assistant to help debug your code, ship features faster, and keep all your usage and customer data in one stack.