InfoQ Homepage News
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Running Ray at Scale on AKS
The Azure Kubernetes Service (AKS) team at Microsoft has shared guidance for running Anyscale's managed Ray service at scale. They focus on three key issues: GPU capacity limits, scattered ML storage, and problems with credential expiry.
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Webpack Publishes 2026 Roadmap with Native CSS Support, Universal Target, and Path to Version 6
Webpack's 2026 roadmap, led by Even Stensberg, unveils substantial enhancements aimed at modernizing the bundler. Key features include native CSS module support, universal compilation for various environments, built-in TypeScript support, and a focus on performance optimization. As competitors rise, webpack strives to enhance user experience while preserving its core strengths.
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From Minutes to Seconds: Uber Boosts MySQL Cluster Uptime with Consensus Architecture
Uber redesigned its MySQL fleet using a consensus-driven architecture based on MySQL Group Replication, reducing cluster failover time from minutes to seconds. By moving leader election and failure detection into the database layer, Uber improved availability, simplified external orchestration, and strengthened consistency across thousands of production clusters.
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AI-Powered Bot Compromises GitHub Actions Workflows across Microsoft, DataDog, and CNCF Projects
AI-powered bot hackerbot-claw exploited GitHub Actions workflows across Microsoft, DataDog, and CNCF projects over 7 days using 5 attack techniques. Bot achieved RCE in 5 of 7 targets, stole GitHub token from awesome-go (140k stars), and fully compromised Aqua Security's Trivy. Campaign included first documented AI-on-AI attack where bot attempted prompt injection against Claude Code.
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Uno Platform 6.5 Released with AI Agent Support, Unicode Text, and Studio Improvements
Uno Platform 6.5 introduces Antigravity AI agent support, allowing agents to verify app behavior at runtime. Hot Design now launches by default with a redesigned toolbar and new scope selector. The release also adds Unicode TextBox support for non-Latin scripts, improves WebView2 on WebAssembly, and resolves over 450 community issues across all supported platforms.
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How Datadog Cut the Size of Its Agent Go Binaries by 77%
After the Datadog Agent grew from 428 MiB to 1.22 GiB over a period of 5 years, Datadog engineers set out to reduce its binary size. They discovered that most Go binary bloat comes from hidden dependencies, disabled linker optimizations, and subtle behaviors in the Go compiler and linker.
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GitLab Suggests AI Can Detect Vulnerabilities But it's AI Governance That Determines Risk
Artificial intelligence is rapidly transforming how software vulnerabilities are detected, but questions about who governs the risks AI exposes, and how those risks are acted on, are becoming increasingly urgent, according to a new blog post by GitLab.
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Cloudflare Releases Experimental Next.js Alternative Built with AI Assistance
Cloudflare released vinext, an experimental Next.js reimplementation built on Vite by one engineer, with AI guidance over one week, for $1,100. Early benchmarks show 4.4x faster builds, but Cloudflare cautions it's untested at scale. Missing static pre-rendering. HN reaction skeptical, noting Vite does the heavy lifting. Already running on CIO.gov despite experimental status.
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Netflix Automates RDS PostgreSQL to Aurora PostgreSQL Migration across 400 Production Clusters
Netflix engineers describe an internal automation platform that migrates nearly 400 RDS PostgreSQL clusters to Aurora, reducing downtime and operational risk. The platform coordinates replication, CDC handling, controlled cutover, and rollback, while supporting service teams in a self-service migration workflow.
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Java News Roundup: Apache Solr 10, LangChain4j, Grails, JobRunr, Gradle, Devnexus, Commonhaus
This week's Java roundup for March 2nd, 2026, features news highlighting: the GA release of Apache Solr 10; point releases of LangChain4j, JobRunr, Multik and Gradle; maintenance releases of Grails and Keycloak; Devnexus 2026; and Pi4J joining the Commonhaus Foundation.
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Microsoft Launches MCP C# SDK v1.0, Bringing Full Support for Latest Protocol Specification
Microsoft has released version 1.0 of the official MCP C# SDK, bringing full support for the 2025-11-25 MCP Specification. The release introduces enhanced authorization flows, icon support for tools and resources, incremental scope consent, URL mode elicitation, tool calling in sampling, and improved handling of long-running HTTP requests.
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Rspress 2.0: AI-Native Documentation, Faster Startup and a Redesigned Theme
Rspress 2.0 has launched with a revamped theme, boosted performance, and innovative AI features, transforming developer documentation. With enhanced build speeds and a new Static Site Generation to Markdown (SSG-MD) capability, Rspress empowers developers with customizable styling options while simplifying content management. Experience superior documentation with lightning-fast efficiency!
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Google BigQuery Previews Cross-Region SQL Queries for Distributed Data
Google Cloud has recently announced the preview of a global queries feature for BigQuery. The new option lets developers run SQL queries across data stored in different geographic regions without first moving or copying the data to aggregate the results.
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Scaling Human Judgment: How Dropbox Uses LLMs to Improve Labeling for RAG Systems
To improve the relevance of responses produced by Dropbox Dash, Dropbox engineers began using LLMs to augment human labelling, which plays a crucial role in identifying the documents that should be used to generate the responses. Their approach offers useful insights for any system built on retrieval-augmented generation (RAG).
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AWS Introduces Nested Virtualization on EC2 Instances
AWS recently announced support for nested virtual machines within virtualized EC2 instances running KVM or Hyper-V. A long-awaited feature by the community, the new option enables use cases such as app emulation and hardware simulation on supported C8i, M8i, and R8i instances.