InfoQ Homepage News
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From Central Control to Team Autonomy: Rethinking Infrastructure Delivery
Adidas engineers describe shifting from a centralized Infrastructure-as-Code model to a decentralized one. Five teams autonomously deployed over 81 new infrastructure stacks in two months, using layered IaC modules, automated pipelines, and shared frameworks. The redesign illustrates how to scale infrastructure delivery while maintaining governance at scale.
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Google Publishes Scaling Principles for Agentic Architectures
Researchers from Google and MIT published a paper describing a predictive framework for scaling multi-agent systems. The framework shows that there is a tool-coordination trade-off and it can be used to select an optimal agentic architecture for a given task.
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Google Cloud Brings Full OpenTelemetry Support to Cloud Monitoring Metrics
Google Cloud recently unveiled broad support for the OpenTelemetry Protocol (OTLP) in Cloud Monitoring, marking a step toward unifying telemetry collection across its observability stack.
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AWS Launches Agent Plugins to Automate Cloud Deployment
AWS launched Agent Plugins for AWS, providing AI coding agents with specialized deployment skills. The initial deploy-on-aws plugin transforms workflows by accepting commands like "deploy to AWS" and generating complete pipelines with architecture recommendations, cost estimates, and infrastructure code. Supported in Claude Code and Cursor, AWS claims 10-minute deployments versus hours manually.
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Google Enhances Node Pool Auto-Creation Speed for GKE Clusters
Google Cloud has optimised GKE's node pool auto-creation, significantly cutting "Time to Ready" for massive clusters. By improving control plane communication and request batching, GKE now provisions resources faster, rivalling tools like Karpenter. The update enhances scaling reliability and stability for high-volume AI and batch workloads, automatically rolling out across supported versions.
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GitHub's Points to a More Global, AI-Challenged Open Source Ecosystem in 2026
GitHub has released its yearly look at open-source trends. They used data from the Octoverse 2025 report to help the open-source community get ready for the coming year. The picture that emerges is one of extraordinary scale and the structural strains that come with it.
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Hybrid Cloud Data at Uber: How Engineers Solved Extreme-Scale Replication Challenges
Uber’s HiveSync team optimized Hadoop Distcp to handle multi-petabyte replication across hybrid cloud and on-premise data lakes. Enhancements include task parallelization, Uber jobs for small transfers, and improved observability, enabling 5x replication capacity and seamless on-premise-to-cloud migration.
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OpenAI Codex-Spark Achieves Ultra-Fast Coding Speeds on Cerebras Hardware
In a major shift in its hardware strategy, OpenAI launched GPT-5.3-Codex-Spark, its first production AI model deployed on Cerebras wafer-scale chips rather than traditional Nvidia GPUs. The new model offers delivers improved throughput and low-latency, enabling a real-time, interactive coding experience, says the company.
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Java News Roundup: Lazy Constants, TornadoVM 3.0, NetBeans 29, Quarkus, JReleaser, Open Liberty
This week's Java roundup for February 23rd, 2026, features news highlighting: new JEP 531 Candidate, Lazy Constants; GA releases of TornadoVM 3.0 and NetBeans 29; point releases of Quarkus, JReleaser, Chicory and RefactorFirst; maintenance releases of Micronaut and Jox; and the February 2026 edition of Open Liberty.
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Argo CD 3.3 Brings Safer GitOps Deletions and Smoother Day‑to‑Day Operations
The application deployment and lifecycle management tool Argo CD has reached a new milestone with the release of version 3.3, extending the capabilities of the popular GitOps continuous delivery tool while addressing several long-standing pain points for operators.
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MySQL 9.6 Changes Foreign Key Constraints and Cascade Handling
MySQL is changing the way foreign key constraints and cascades are managed. Starting with MySQL 9.6, foreign key validation and cascade actions are handled by the SQL layer rather than the InnoDB storage engine. This will improve change tracking, replication accuracy, and data consistency, making MySQL more reliable for CDC pipelines, mixed-database environments, and analytics workloads.
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Vercel Releases React Best Practices Skill with 40+ Performance Rules for AI Agents
Vercel has launched "react-best-practices," an open-source repository featuring 40+ performance optimization rules for React and Next.js apps. Tailored for AI coding agents yet valuable for developers, it categorizes rules based on impact, assisting in enhancing performance, bundle size, and architectural decisions.
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Kubernetes Introduces Node Readiness Controller to Improve Pod Scheduling Reliability
The Kubernetes project recently announced a new core controller called the Node Readiness Controller, designed to enhance scheduling reliability and cluster health by making the API server’s view of node readiness more accurate.
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Microsoft Open Sources Evals for Agent Interop Starter Kit to Benchmark Enterprise AI Agents
Microsoft's Evals for Agent Interop is an open-source starter kit that enables developers to evaluate AI agents in realistic work scenarios. It features curated scenarios, datasets, and an evaluation harness to assess agent performance across tools like email and calendars.
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Pinterest’s CDC-Powered Ingestion Slashes Database Latency from 24 Hours to 15 Minutes
Pinterest launched a next-generation CDC-based database ingestion framework using Kafka, Flink, Spark, and Iceberg. The system reduces data availability latency from 24+ hours to 15 minutes, processes only changed records, supports incremental updates and deletions, and scales to petabyte-level data across thousands of pipelines, optimizing cost and efficiency.