InfoQ Homepage News
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New IBM Granite 4 Models to Reduce AI Costs with Inference-Efficient Hybrid Mamba-2 Architecture
IBM recently announced the Granite 4.0 family of small language models. The model family aims to deliver faster speeds and significantly lower operational costs at acceptable accuracy vs. larger models. Granite 4.0 features a new hybrid Mamba/transformer architecture that largely reduces memory requirements, enabling Granite to run on significantly cheaper GPUs and at significantly reduced costs.
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Java News Roundup: Spring Framework 7.0, Spring Data, Spring AI, Payara Platform, OpenJDK, JobRunr
This week's Java roundup for November 10th, 2025, features news highlighting: OpenJDK JEPs targeted for JDK 26; the GA release of Spring Framework 7.0; point releases of Spring Data, Spring AI, JobRunr and Jox; the November 2025 edition of Payara Platform; the fifth release candidate of Maven 4.0; and a maintenance release of Micronaut.
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KubeCon NA 2025 - Erica Hughberg and Alexa Griffith on Tools for the Age of GenAI
Generative AI technologies need to support new workloads, traffic patterns, and infrastructure demands and require a new set of tools for the age of GenAI. Erica Hughberg from Tetrate and Alexa Griffith from Bloomberg spoke last week at KubeCon + CloudNativeCon North America 2025 Conference about what it takes to build GenAI platforms capable of serving model inference at scale.
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Code Arena Launches as a New Benchmark for Real-World AI Coding Performance
LMArena has launched Code Arena, a new evaluation platform that measures AI models' performance in building complete applications instead of just generating code snippets. It emphasizes agentic behavior, allowing models to plan, scaffold, iterate, and refine code within controlled environments that replicate actual development workflows.
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AWS Introduces Remote Build Cache in ECR to Accelerate Docker Image Builds
Amazon Web Services has announced enhancements to its CodeBuild service, allowing teams to use Amazon ECR as a remote Docker layer cache, significantly reducing image build times in CI/CD pipelines. By leveraging ECR repositories to persist and reuse build layers across runs, organisations can skip rebuilding unchanged parts of containers and accelerate delivery.
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Kimi's K2 Opensource Language Model Supports Dynamic Resource Availability and New Optimizer
Kimi released K2, a Mixture-of-Experts large language model with 32 billion activated parameters and 1.04 trillion total parameters, trained on 15.5 trillion tokens. The release introduces MuonClip, a new optimizer that builds on the Muon optimizer by adding a QK-clip technique designed to address training instability, which the team reports resulted in "zero loss spike" during pre-training.
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.NET 10 Improves MAUI Quality and Performance
At the launch of .NET 10, .NET MAUI receives a suite of updates focused on quality, performance and developer productivity. While no new big UI changes are there, the enhancements fill in missing details in cross‑platform workflows and refine long‑standing platform behaviour issues.
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VoidZero’s Rolldown Library: Rollup Compatible API with the Speed of Rust
Rolldown is a cutting-edge JavaScript/TypeScript bundler, crafted in Rust for unmatched speed and efficiency. Delivering 10-30x faster performance than Rollup, it seamlessly integrates with existing Rollup plugins, enhancing modern build workflows with advanced features. Ideal for large-scale applications and frameworks, Rolldown epitomizes the future of web bundling.
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Race Condition in DynamoDB DNS System: Analyzing the AWS US-EAST-1 Outage
On October 19th and 20th, AWS experienced an extended outage triggered by a failure in Amazon DynamoDB that affected most services in its most popular region, Northern Virginia. The cloud provider released an analysis of the incident, sparking discussions in the community about redundancy on AWS, moving out of public cloud, and multi-region approaches.
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Microsoft Addresses Data Residency with Private Cloud Expansion
Microsoft has strengthened its Sovereign Cloud offering to meet stringent global data-residency and control regulations, particularly in Europe. New capabilities include a commitment to EU Data Boundary, expanded in-country data processing, and enhanced Sovereign Private Cloud features.
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Monzo’s Real-Time Fraud Detection Architecture with BigQuery and Microservices
Monzo has redesigned its fraud prevention platform to detect scams in real time, handle growing payment volumes, and deploy new controls rapidly. Explore the bank’s modular control architecture, feature computation pipeline, and observability using BigQuery for accurate, low-latency fraud detection.
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Anthropic Adds Sandboxing and Web Access to Claude Code for Safer AI-Powered Coding
Anthropic released sandboxing capabilities for Claude Code and launched a web-based version of the tool that runs in isolated cloud environments. The company introduced these features to address security risks that arise when Claude Code writes, tests, and debugs code with broad access to developer codebases and files.
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Google Unveils Project Suncatcher, Envisioning AI Models Running in Space
Google has unveiled Project Suncatcher, a research initiative exploring how solar powered satellite constellations equipped with Tensor Processing Units TPUs could one day enable large scale artificial intelligence computation in space.
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.NET 10 Officially Released with Major Performance, AI, and Developer Experience Improvements
Microsoft announced the general availability of .NET 10, describing it as the most productive, modern, secure, and high-performance version of the platform to date. As stated by the company, the release is the result of a year-long effort involving thousands of contributors. It includes improvements across the runtime, libraries, languages, tools, frameworks, and workloads.
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GitHub Rolls out Post-Quantum SSH Security to Protect Code from Future Threats
GitHub has deployed a hybrid post-quantum key-exchange algorithm for SSH access, strengthening protection against future quantum decryption threats. The rollout, now live across most regions, pairs classical and quantum-resistant methods to counter “store now, decrypt later” attacks and marks a major step toward quantum-safe software development.