InfoQ Homepage Architecture & Design Content on InfoQ
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Amazon SQS Fair Queues: a New Approach to Multi-Tenant Resiliency
AWS's new Fair Queues for Amazon SQS revolutionize message handling in multi-tenant systems by mitigating the "noisy neighbor" issue. This feature ensures low message dwell times for quieter tenants without requiring code changes, enhancing both performance and fairness. Developers can effortlessly implement this capability and maintain consistent service quality across applications.
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Serverless Development with Console to IDE and Remote Debugging for AWS Lambda
AWS enhances Lambda with console-to-IDE integration and remote debugging, empowering developers to streamline serverless application development. These features enable seamless transitions to IDEs like Visual Studio Code and robust debugging with full access to VPC resources. Discover how these tools optimize workflows in the AWS developer guide and Toolkit for VS Code.
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Java News Roundup: CLI Tool for Quarkus MCP, Groovy 5.0 Milestone, JHipster, GraalVM
This week's Java roundup for July 21st, 2025, features news highlighting: a new tool to use Quarkus MCP Client to access a secure Quarkus MCP Server from the command line; the second beta release of Groovy 5.0.0; and point releases for GraalVM Native Build Tools and JHipster Lite.
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Spring News Roundup: Milestone Releases of Boot, Security, Auth Server, GraphQL, Kafka, Pulsar
There was a flurry of activity in the Spring ecosystem during the week of July 21st, 2025, highlighting milestone releases of Spring Boot, Spring Security, Spring Authorization Server, Spring for GraphQL, Spring Session, Spring Integration, Spring REST Docs, Spring Batch, Spring AMQP, Spring for Apache Kafka, Spring for Apache Pulsar and Spring Web Services.
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From Hadoop to Kubernetes: Pinterest’s Scalable Spark Architecture on AWS EKS
Pinterest revamped its data infrastructure by transitioning from a legacy Hadoop system to the Moka platform, leveraging Kubernetes and Spark on AWS EKS. This strategic shift enhances job isolation, simplifies deployment, and optimizes resource management, leading to reduced costs and improved efficiency.
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Kubernetes Introduces Post-Quantum Support for TLS
A recent Kubernetes enhancement aims to pave the way to future-proofing cluster security against quantum computing threats. In a blog post, the Kubernetes community highlighted support for post-quantum cryptography (PQC) via a hybrid key exchange mechanism integrated with the Kubernetes Key Management Service (KMS) plugin system.
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Google Apigee Adds Built-in LLM Governance with Model Armor
Google Cloud has launched the public preview of Model Armor, a native LLM governance framework integrated into the Apigee API management platform. Detailed in a community post, Model Armor introduces out-of-the-box enforcement for LLM-specific policies such as prompt validation, output filtering, and token-level controls at the API layer.
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State Space Models Can Enable AI in Low-Power Edge Computing
At the the 2025 Embedded Vision Summit, Tony Lewis, chief technology officer at BrainChip, presented research done by his company into state space models (SSMs) and how they can provide LLM capabilities with very low power consumption in limited computing environments, such as those found on dashcams, medical devices, security cameras, and even toys.
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Azure Event Hubs Geo-Replication Reaches General Availability
Microsoft has launched the General Availability of Geo-replication for Azure Event Hubs, enhancing data availability and redundancy. This feature allows seamless cross-region data replication, ensuring business continuity during outages. With synchronous and asynchronous options, users can choose their preferred data consistency, backed by increased health metrics for better monitoring.
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AWS Introduces New Risk-Free Account Plan with Enhanced Free Credits
AWS launches a new Free Account plan, enabling users to explore services risk-free for six months with $100 in credits. Ideal for developers and hobbyists, it encourages experimentation and innovation without costs. Users can upgrade anytime and still utilize unused credits. This shift aligns AWS with industry leaders, enhancing accessibility and fostering growth in cloud development.
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Java News Roundup: JDK 25 in RDP2, Spring Framework, Payara Platform, Open Liberty, Eclipse DataGrid
This week's Java roundup for July 14th, 2025, features news highlighting: JDK 25 in rampdown phase 2; the seventh milestone release of Spring Framework 7.0; the July 2025 editions of the Payara Platform, Open Liberty and Oracle Critical Patch Update; and Eclipse DataGrid is open-sourced.
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Grab Switches from SQS and Redis to Temporal for Its Subscription Platform
Grab based the new architecture for GrabUnlimited on Temporal. The company enhanced user experience and reduced production incidents by 80% for its subscription platform, which serves millions of users. The new architecture significantly improved robustness and scalability, addressing a range of issues with the previous solution.
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AI Coding Tools Underperform in Field Study with Experienced Developers
Recent research reveals a surprising 19% increase in task completion time among developers using AI tools like Claude 3.5. Conducted by METR, this study highlights a "perception gap"—while developers felt faster, real-world performance lagged due to frictions with AI integration. These findings stress the need for rigorous evaluation of AI's impact in software development.
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Pulumi Enables Direct Consumption of Terraform Modules
Pulumi now empowers developers to use Terraform modules directly, streamlining the migration process. This preview feature eliminates barriers, enabling seamless integration with existing Terraform code while allowing new projects in Pulumi. With robust support and a focus on gradual transitions, teams can modernize their infrastructure without a complete rewrite.
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Google Cloud Introduces Non-Disruptive Cloud Storage Bucket Relocation
Google Cloud's innovative Cloud Storage bucket relocation feature enables seamless, non-disruptive data migration across regions while preserving metadata and minimizing application downtime. Maintain governance, enhance lifecycle management, and leverage insights for optimized storage—all without altering access paths. Experience efficient, low-latency solutions tailored for your needs.