InfoQ Homepage Architecture & Design Content on InfoQ
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Cloudflare Launches Media Transformations: Optimizing Short-Form Video
Cloudflare’s Media Transformations simplifies video optimization for short-form content, eliminating complex pipelines and allowing users to enhance videos directly from their existing storage. With URL-based parameters for automation, it offers features like format conversion and frame extraction. Currently in beta, it's free until Q3 2025 and aims to streamline workflows across platforms.
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Java 24 Delivers New Experimental and Many Final Features
Oracle has released version 24 of the Java programming language and virtual machine. As the third non-LTS release since JDK 21, the final feature set includes 24 JEPs. Two of these - Generational Shenandoah and Compact Object Headers - are new experimental features. Also, nearly half of these features are final, some of which have gone through the incubation and preview processes.
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Azure Database for MySQL Trigger for Azure Functions in Public Preview
Microsoft's Azure Database for MySQL now features a public preview of triggers for Azure Functions, enabling real-time data processing with event-driven automation. This innovative integration allows developers to track table changes seamlessly, enhancing analytics, compliance, and security, while scaling efficiently within Azure's serverless framework.
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Meta Unifies Facebook’s Video Delivery System across Mobile and Web Apps
Meta finalized efforts to consolidate Facebook’s video delivery system by migrating video experiences from older Watch product to more recent Reels product, which became the basis of the unified system. The unification process required changes across mobile UI, server backend, and ranking systems while ensuring a seamless transition for billions of users.
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Google Cloud's AI Protection: a Solution to Securing AI Assets
Google Cloud introduces AI Protection, a solution to safeguard against generative AI threats. Managing AI risks through vulnerability assessments, security policies, and proactive threat management enhances asset protection. Integrating with Google’s Security Command Center offers a centralized view of IT posture and advanced security intelligence for robust AI system defense.
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Learnings from Working with Programming Rules and Guidelines
Programming rules and guidelines improve code consistency, but misapplication can lead to poor results. Arne Mertz suggests that software developers selectively adopt rules and guidelines, and document deviations with clear explanations. They can discuss their experiences in communities or during their daily work, to foster collaboration and improve code quality without unnecessary bureaucracy.
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Microsoft Enhances Azure Elastic SAN with Auto Scale, Snapshot Support, and CRC Protection
Microsoft's Azure Elastic SAN, launched in early 2024, revolutionizes cloud block storage with unique autoscale capabilities, snapshot support, and CRC protection for enhanced data integrity. This fully managed solution simplifies storage management and optimizes costs, making it ideal for businesses seeking efficient, high-availability solutions in the cloud.
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Local Development with Workflow Studio for Step Functions
AWS has enhanced its Workflow Studio for Step Functions, now integrated into Visual Studio Code via the AWS Toolkit. This allows developers to create and edit state machines locally with intuitive visual tools. Key features include Design and Code modes, localized testing capabilities, and support for ASL definitions, streamlining the development of distributed applications and workflows.
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New Programming Language Vine Based on Interaction Nets
Introducing Vine, an innovative programming language built on interaction nets that seamlessly integrates functional and imperative paradigms. Statically typed and compiled, Vine's intuitive syntax empowers developers to explore parallel computing's potential. With a robust compiler and active community, Vine invites collaboration and creativity.
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Java News Roundup: Milestone Releases of Spring Cloud, GlassFish and Grails, Devnexus 2025
This week's Java roundup for March 3rd, 2025, features news highlighting: milestone releases of Spring Cloud 2025.0.0, GlassFish 8.0.0 and Grails 7.0.0; point releases of Spring gRPC 0.4.0, Helidon 4.2.0, Quarkus 3.19.2 and JHipster 1.29.1 and 1.29.0; the fourth release candidate of Netty 4.2.0; and Devnexus 2025.
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Vercel Fluid: a New Compute Model and an Alternative to Serverless?
Vercel has recently introduced Vercel Fluid, an elastic compute model that allows a single worker to handle multiple requests, similar to a traditional server, while preserving the elasticity of serverless. By scaling functions before instances, Fluid maximizes available compute time, optimizing compute footprint and resource efficiency for long-running tasks and AI inference.
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Resilience Best Practices: How Amazon Builds Well-Behaved Clients and Well-Protected Services
Using the analogy of addressing the lunch rush in restaurants, Michael Haken, senior principal solutions architect at AWS, describes how Amazon builds both well-behaved clients and well-protected services through operational and architectural strategies.
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instructlab.ai Uses Synthetic Data to Reduce Complexity of Fine-Tuning LLMs
InstructLab.ai implements the large-scale alignment for the chatbots concept(LAB), which intends to overcome the scalability challenges in the instruction-tuning phase of a large language model (LLM). Its approach leverages a synthetic data-based alignment tuning method for LLMs. Crafted taxonomies deliver the synthesization seeds for training data, reducing the need for human-annotated data.
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Google Enhances AlloyDB Vector Search with Inline Filtering and Enterprise Observability
Google enhanced its AlloyDB service with inline filtering and enterprise observability for vector search. This fully-managed PostgreSQL-compatible database now allows direct filtering during queries, offering improved speed and efficiency. Enhanced monitoring features provide deep insights, addressing scaling vector search operations challenges.
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AWS Introduces a New Quantum Computing Chip with Ocelot
AWS announced Ocelot, an innovative quantum computing chip designed to revolutionize error correction, reducing it by up to 90%. This cutting-edge architecture integrates 'cat qubit' technology, marking a significant advancement in quantum applications. As Ocelot paves the way for affordable, fault-tolerant quantum computing, it raises critical questions about security in a quantum-driven future.