InfoQ Homepage Architecture & Design Content on InfoQ
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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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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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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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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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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.
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Quesma Releases OTelBench to Evaluate OpenTelemetry Infrastructure and AI Performance
Quesma has launched OTelBench, an open-source suite to benchmark OpenTelemetry pipelines and AI-driven instrumentation. It evaluates collector performance under stress while testing how accurately LLMs handle complex SRE tasks like context propagation. Initial data shows AI agents often achieve success rates below 30%, highlighting the gap between code generation and production observability.
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Java News Roundup: JDK26-RC2, Payara Platform, Hibernate, Quarkus, Apache Camel, Jakarta EE 12
This week's Java roundup for February 16th, 2026, features news highlighting: the second release candidate of JDK 26; an update on Jakarta EE 12; the February 2026 edition of Payara Platform; a point release of Apache Camel; and maintenance releases of Hibernate Search and Quarkus.
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Uforwarder: Uber’s Scalable Kafka Consumer Proxy for Efficient Event-Driven Microservices
Uber has open-sourced uForwarder, a push-based Kafka consumer proxy built to handle trillions of messages and multiple petabytes of data daily. The system introduces context-aware routing, head-of-line blocking mitigation, adaptive auto-rebalancing, and partition-level delay processing to improve scalability, workload isolation, and hardware efficiency in large-scale event-driven microservices.
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Anthropic Study: AI Coding Assistance Reduces Developer Skill Mastery by 17%
Anthropic research shows developers using AI assistance scored 17% lower on comprehension tests when learning new coding libraries, though productivity gains were not statistically significant. Those who used AI for conceptual inquiry scored 65% or higher, while those delegating code generation to AI scored below 40%.
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Spring News Roundup: Second Milestone Releases of Boot, Security, Integration, Modulith, AMQP
There was a flurry of activity in the Spring ecosystem during the week of February 16th, 2026, highlighting the second milestone releases of: Spring Boot; Spring Security; Spring Integration; Spring Modulith; and Spring AMQP; along with the first milestone releases of Spring Session, Spring for Apache Kafka and Spring LDAP.
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OpenAI Introduces Harness Engineering: Codex Agents Power Large‑Scale Software Development
OpenAI introduces Harness Engineering, an AI-driven methodology where Codex agents generate, test, and deploy a million-line production system. The platform integrates observability, architectural constraints, and structured documentation to automate key software development workflows.
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AWS Enables Lambda Function Triggers from RDS for SQL Server Database Events
In a blog post, AWS recently described an event-driven pattern for Amazon RDS for SQL Server, allowing developers to trigger Lambda functions in response to database events via CloudWatch Logs and SQS.
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Cloudflare Introduces Local Uploads for R2 to Cut Cross-Region Write Latency by 75%
Cloudflare has recently introduced Local Uploads for R2 in open beta. The new feature optimizes write performance for globally distributed users without changing bucket location, reducing cross-region write latency.
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OpenAI Launches Frontier, a Platform to Build, Deploy, and Manage AI Agents across the Enterprise
OpenAI Frontier is an enterprise platform for building, deploying, and managing AI agents, designed to make AI agents reliable, scalable, and integrated into real company systems and workflows.