InfoQ Homepage News
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LinkedIn’s Migration Journey to Serve Billions of Users by Nishant Lakshmikanth at QCon SF
Engineering Manager Nishant Lakshmikanth showcased LinkedIn's transformation at QCon SF 2025, detailing a shift from legacy batch-based systems to a real-time architecture. By decoupling recommendations and leveraging dynamic scoring techniques, LinkedIn achieved a 90% reduction in offline costs, enhanced session-level freshness, and improved member engagement while future-proofing its platform.
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SAM 3 Introduces a More Capable Segmentation Architecture for Modern Vision Workflows
Meta has released SAM 3, the latest version of its Segment Anything Model and the most substantial update to the project since its initial launch. Built to provide more stable and context-aware segmentation, the model offers improvements in accuracy, boundary quality, and robustness to real-world scenes, aiming to make segmentation more reliable across research and production systems.
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Google Launches Agent Development Kit for Go
Google has added support for the Go language to its Agent Development Kit (ADK), enabling Go developers to build and manage agents in an idiomatic way that leverages the language's strong concurrency and typing features.
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Microsoft Copilot Fall Release Includes Collaboration and Personalization Features
Microsoft's recent Copilot Fall Release includes several new features for productivity, collaboration, and personalization. The release also includes updates to Copilot features in Edge and Windows, as well as integration with Microsoft's in-house AI models.
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AWS Introduces Flat-Rate Pricing to Eliminate Cloud Cost Overages
AWS introduces flat-rate pricing plans for website delivery and security, offering predictable monthly costs with no overages. Combining CloudFront CDN, DDoS protection, and more, tiers start from free to $1,000/month. This shift enables seamless scaling for applications and simplifies budgeting, empowering developers to innovate without fear of unexpected charges.
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Google Ships Angular 21: Signal Forms, Zoneless Migration, and AI-First Tooling
Angular 21 introduces groundbreaking advancements in web development, featuring Signal Forms for enhanced composability, zoneless change detection for streamlined performance, and AI-driven tools for improved developer experiences. This release emphasizes stability while optimizing reactivity and enabling smoother migrations, making it a game-changer for enterprise applications.
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Sauce Labs Launches AI Tool for Faster Test Analysis
Sauce Labs has launched Sauce AI for Insights, an AI-driven tool that accelerates test analysis by providing natural-language explanations, visual summaries and faster root cause detection. The company claims that it reduces debugging time, improves release readiness, and addresses the growing complexity of test data.
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Groundcover Takes Aim at Datadog with Observability Migration Tool
Observability platform company Groundcover has launched a new migration tool to help organisations move their observability stacks from other vendors (such as Datadog) to its own platform. The company is claiming that organisations can migrate metrics, dashboards and monitors with full automation, and without needing any downtime nor consultants.
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Java News Roundup: Liberica JDK, Jakarta EE, Open Liberty, Quarkus, JDKUpdater, OpenXava, Gradle
This week's Java roundup for November 17th, 2025, features news highlighting: an update on Jakarta EE 12; patch set updates for Liberica JDK; the December 2025 beta release of Open Liberty; and maintenance releases of Quarkus, JobRunr, OpenXava, JDKUpdater and Gradle.
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Rust at the Core: Accelerating Polyglot SDK Development by Spencer Judge at QCon SF 2025
Innovative SDK team lead Spencer Judge at Temporal unveiled a game-changing strategy at QCon SF 2025: leveraging a shared Rust core to streamline multi-language SDKs. By reducing redundancy and improving efficiency, this architecture addresses the challenges developers face, delivering safer, more portable solutions that enhance the user experience and minimize technical debt.
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Google Brings Colab Integration to Visual Studio Code
Google has announced the availability of a new Visual Studio Code extension that connects local notebooks to a Colab runtime. This allows developers to unify their previously separate local development setup and web-based Colab environment.
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Stripe's Zero-Downtime Data Movement Platform Migrates Petabytes with Millisecond Traffic Switches
At QCon SF, a Stripe engineer presented the company's Zero-Downtime Data Movement Platform, a system enabling petabyte-scale database migrations with traffic switches that typically complete in milliseconds. The platform supports Stripe's infrastructure, handling 5 million database queries per second while maintaining 99.9995% reliability for $1.4 trillion in annual transactions.
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AnyLanguageModel: Unified API for Local and Cloud LLMs on Apple Platforms
Developers on Apple platforms often face a fragmented ecosystem when using language models. Local models via Core ML or MLX offer privacy and offline capabilities, while cloud services like OpenAI, Anthropic, or Google Gemini provide advanced features. AnyLanguageModel, a new Swift package, simplifies integration by offering a unified API for both local and remote models.
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Spring News Roundup: GA Releases of Boot, Security, GraphQL, Integration, Modulith, Batch
Following the much anticipated release of Spring Framework 7.0, there was a flurry of activity in the Spring ecosystem during the week of November 17th, 2025, highlighting additional GA releases of Spring Boot, Spring Security, Spring for GraphQL, Spring Integration, Spring Modulith, Spring REST Docs and Spring Batch.
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Google Cloud Introduces Bigtable Tiered Storage
Google Cloud recently introduced the preview of Bigtable tiered storage. The new feature allows developers to manage both hot and cold data within a single Bigtable instance, optimizing costs while maintaining access to all data.