InfoQ Homepage News
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From Outages to Order: Netflix’s Approach to Database Resilience with WAL
Netflix uses a Write-Ahead Log (WAL) system to improve data platform resilience, addressing data loss, replication entropy, multi-partition failures, and corruption. WAL decouples producers and consumers, leverages SQS/Kafka with dead-letter queues, and supports delay queues, cross-region replication, and multi-table mutations for high-throughput, consistent, and recoverable database operations.
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CNCF Highlights How vCluster Eases Kubernetes Multi-Tenancy Challenges
The Cloud Native Computing Foundation (CNCF) published a blog post discussing how vCluster, an open-source project by Loft Labs, addresses key multi-tenancy obstacles in Kubernetes clusters by enabling "virtual clusters" within a single host cluster.
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New NuGet.org Sponsorship Feature Enables Developers to Support Package Authors
Microsoft has announced a new Sponsorship feature on NuGet.org, designed to help package maintainers receive direct financial support from the community. As stated in the official announcement, the goal is to “make it easier than ever for consumers to recognize and support the authors behind their favorite packages,” while strengthening the overall .NET ecosystem.
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AWS Launches M8a General-Purpose EC2 Instances with 5th Gen AMD EPYC (Turin) Processors
AWS has launched M8a instances, powered by 5th Gen AMD EPYC processors, delivering 30% higher performance than M7a. With enhanced I/O capabilities and up to 75 Gbps networking, they cater to high-performance applications like gaming and ML. M8a instances offer diverse deployment options, reinforcing AWS's commitment to cutting-edge cloud solutions.
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AWS Launches C8i and C8i-flex EC2 Instances Powered by Custom Intel Xeon 6
AWS has launched compute-optimized C8i and C8i-flex instances featuring custom Intel Xeon 6 processors. Designed for compute-intensive tasks, these instances offer up to 384 vCPUs and 768 GiB memory, delivering up to 60% faster performance. The C8i-flex variant boosts cost efficiency, enhancing resource management for dynamic workloads.
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Vite+ Unveiled with Unified Toolchain and Rust Powered Core
Introducing Vite+ by VoidZero: a groundbreaking unified JavaScript toolchain enhancing the Vite ecosystem. With an all-in-one CLI for app scaffolding, testing, linting, and more, Vite+ delivers performance gains of up to 40x and enterprise features, all while ensuring compatibility and support for existing users. Ideal for modern teams, Vite+ promises streamlined workflows and robust scalability.
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How Meta Is Using AI to Standardize and Cut Carbon Emissions
Meta has developed an AI-based approach to improve the quality of Scope 3 emissions estimates across its IT hardware supply chain. The method combines machine learning and generative models to classify hardware components and infer missing product carbon footprint (PCF) data.
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PyTorch Foundation Welcomes Ray, Unveils Monarch for Simplified Distributed AI
At the 2025 PyTorch Conference, the PyTorch Foundation unveiled new initiatives to advance open AI infrastructure, introducing frameworks like Ray and PyTorch Monarch for streamlined distributed workloads. Highlighting transparency in AI development, new projects from Stanford and AI2 aim to enhance reproducibility. The foundation is solidifying its role as a central hub for scalable AI solutions.
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Inside the Architectures Powering Modern AI Systems: QCon San Francisco 2025
Senior engineers face fast-moving AI adoption without clear patterns. QCon SF 2025 brings real-world lessons from teams at Netflix, Meta, Intuit, Anthropic & more, showing how to build reliable AI systems at scale. Early bird ends Nov 11.
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Changing a Career from Developing Software to Test Automation
A developer who became a test automation engineer faced a challenging learning curve due to limited testing experience. He learned the importance of test levels, when not to automate, and how QA is vital to quality. Motivated by impact, growth, and teamwork, he values communication and continuous learning.
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Anthropic Expands Claude Code to Web and Mobile Platforms
Anthropic has expanded the availability of Claude Code, its AI-powered development environment, bringing it to the web and mobile platforms.
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Amazon Timestream for InfluxDB Adds Support for InfluxDB 3 Core and Enterprise
InfluxData has launched InfluxDB 3 Core and Enterprise on Amazon Timestream, offering a high-speed, open-source time-series database for real-time applications. With enhanced security, scalability, and performance, developers can seamlessly integrate with AWS services. InfluxDB 3 redefines data management for AI-driven environments, enabling rapid analytics and decision-making.
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The Architectural Shift: AI Agents Become Execution Engines While Backends Retreat to Governance
A fundamental shift in enterprise software architecture is emerging as AI agents transition from assistive tools to operational execution engines, with traditional application backends retreating to governance and permission management roles. This transformation is accelerating across sectors, with 40% of enterprise applications expected to include autonomous agents by 2026.
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AWS Culls Portfolio: over 20 Services Shift to Maintenance or Sunset
AWS is streamlining its service portfolio with a significant lifecycle update for over 20 services, categorizing them as Maintenance, Sunset, or End of Support. This consolidation aims to refocus on high-value offerings and eliminate low-adoption solutions. Customers must urgently plan migrations as AWS transitions to a more mature, efficient product landscape, supported by migration guides.
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Inside Duolingo’s FinOps Journey: Turning Cloud Spend into Engineering Insight
Duolingo's FinOps journey integrates financial awareness into engineering, empowering developers to link costs with performance. By leveraging real-time data, teams prioritize innovations for maximum impact. This collaborative culture shift transformed cost efficiency into a hallmark of engineering quality, paving the way for smarter, more sustainable cloud spending.