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Latest articles from InfoQ• Updated 8 minutes ago
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
Top posts from tech subreddits• Updated 7 minutes ago
Voting machines said Stephentown rejected the proposed library budget. A recount said otherwise.
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Popular repositories from GitHub• Updated 40 minutes ago
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
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.
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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.