InfoQ Homepage News
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How Amazon Uses Guardrails in Software Development
Carlos Arguelles spoke about Amazon’s inflection points in engineering productivity at QCon San Francisco, where he explained that shift testing left can help catch issues early. He suggested using guardrails such as code reviews and coverage checks. Your repo strategy, monorepo or multirepo, will impact the guardrails that need to be in place.
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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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Pinterest Automates Hadoop Cluster Scaling and Migration with Internal Orchestration System
Recently, Pinterest disclosed its internal orchestration framework, called Hadoop Control Center (HCC), to automate the scaling and migration of its large-scale Hadoop clusters. This move addresses the operational complexity and limitations Pinterest previously faced when managing thousands of nodes across dozens of YARN clusters on AWS.
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Google Releases Major Firebase Studio Updates for Agentic AI Development
At Google Cloud Summit London in early July, Google revealed new capabilities in Firebase Studio that promise to enhance agentic cloud-based development: an autonomous Agent mode, native support for Model Context Protocol (MCP), and Gemini CLI integration. These updates aim to streamline agentic AI development by making AI agents more independent and seamlessly embedded in developer workflows.
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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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Uno Platform 6.1 Introduces CommandBarFlyout Control
The Uno Platform team has announced the general availability of Uno Platform 6.1, introducing a range of enhancements aimed at improving both developer productivity and cross-platform performance, with a brand new UI control for contextual toolbars. This update comes two months after the 6.0 major version release.
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Apple Open Sources Diffusion-Based Coding Model DiffuCoder
Apple open sourced DiffuCoder, a diffusion large language model (dLLM) fine-tuned for coding tasks. DiffuCoder is based on Qwen-2.5-Coder and outperforms other code-specific LLMs on several coding benchmarks.
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Anthropic Proposes Transparency Framework to Safeguard Frontier AI Development
Anthropic has proposed a new transparency framework designed to address the growing need for accountability in the development of frontier AI models. This proposal focuses on the largest AI companies that are developing powerful AI models, distinguished by factors such as computing power, cost, evaluation performance, and annual R&D expenditures.
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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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Apple Shares Details on Upcoming AI Foundation Models for iOS 26
In a recent tech report, Apple has provided more details on the performance and characteristics of the new Apple Intelligence Foundation Models that will be part of iOS 26, as announced at the latest WWDC 2025.
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The White House Releases National AI Strategy Focused on Innovation, Infrastructure, and Global Lead
The White House has published America’s AI Action Plan, outlining a national strategy to enhance U.S. leadership in artificial intelligence. The plan follows President Trump’s January Executive Order 14179, which directed federal agencies to accelerate AI development and remove regulatory barriers to innovation.
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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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Vercel Adds External API Caching Analytics to Observability
Vercel has enhanced its observability platform by integrating external API caching insights, enabling developers to track how many requests to third-party APIs are served from the Vercel Data Cache versus being routed to the origin server.
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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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Databricks Agent Bricks Automates Enterprise AI Development with TAO and ALHF Methods
Databricks introduced Agent Bricks, a new product that changes how enterprises develop domain-specific agents. The automated workflow includes generating task-specific evaluations and LLM judges for quality assessment, creating synthetic data that resembles customer data to supplement agent learning, and searching across optimization techniques to refine agent performance.