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SaaS software vendor HubSpot has described how its semantic search platform grew from a proof of concept into an internal service that now manages more than 20 billion vectors across 38-plus teams. The company says the system now supports agents, RAG, and contact deduplication, and that the increase in agent usage has made retrieval quality and latency more important than before.

原文リンク(2026-05-14) AnthropicはClaude Platform on AWS、AWS顧客がAWSの認証、課金、監視サービスを使用してAnthropicのネイティブClaude Platformへ直接アクセスできるようにする新しいデプロイオプションの一般提供を発表した。今回のリリースにより、顧客はAWS IAM認証情報を通じてアクセスを管理し、利用状況を既存のAWSの請求およびコミットメントに集約しながらClaude Platform機能を利用できる。 このオファリングにはマネージドエージェント、コード実行、Web検索、プロンプトキャッシュ、引用、バッチ処理、およびSkillsやMCPコネクタなどの統合を含むClaudeのAPI一式へのアクセスが含まれる。Anthropicによると、新プラットフォーム機能およびベータ機能はネイティブClaude API上でリリースされると同時にAWSでも利用可能になる。サービスにはプロンプトのテスト、評価、開発ワークフローのためのClaude Consoleへのアクセスも含まれる。 認証はAWS...

Node.js, the popular open-source JavaScript runtime, has released Node.js 26, shipping with a mix of platform modernization, new language features, and a round of deprecations and removals. Node.js 26 introduces several changes, including the Temporal API enabled by default, an update to the V8 JavaScript engine to 14.6, and a bump of the Undici HTTP client to 8.0. It also retires a number of long-flagged legacy APIs as the project continues to modernize the platform.

InfoQ Software Architects' Newsletter A monthly overview of things you need to know as an architect or aspiring architect. View an example InfoQ Homepage News Java News Roundup: Strict Field Initialization, GlassFish, GraalVM, JReleaser, RefactorFirst Listen to this article -  0:00 Audio ready to play Your browser does not support the audio element.

Netflix engineers have detailed a dynamic partition-splitting mechanism for Apache Cassandra that reduced read latency for oversized time-series partitions from seconds to low double-digit milliseconds while lowering read timeouts, CPU utilization, and thread queueing across production clusters.

InfoQ has opened enrollment for the AI Security & Privacy Engineering Program, a five-week online cohort for senior engineers and architects responsible for security and privacy for AI systems in regulated industries. Two cohorts are scheduled, one starting August 26 and one starting October 14, each limited to practitioners with at least five years of experience. Sessions run four hours a week and are facilitated by , author of Practical Data Privacy (O'Reilly).

In this episode, Alex Zenla (CTO/Co-founder, Edera) challenges the "laissez-faire" attitude toward modern infrastructure. She promotes "spite-driven development", building software to solve genuine technical pain points rather than passively accepting flawed abstractions, as a philosophy of improving the world of software.

InfoQ Homepage Presentations Practical Robustness: Going Beyond Memory Safety in Rust 46:56 Andy Brinkmeyer shares how engineering leaders and architects can use Rust to build failure-proof systems. Moving beyond memory safety, he explains how ownership, enums, and the typestate pattern embed complex runtime protocols into compile-time checks. Learn to eliminate entire classes of bugs, manage real-world resources safely, and maximize codebase robustness effortlessly.

The Model Context Protocol team has promoted its Enterprise-Managed Authorisation extension to stable status, adding a centralised way for organisations to control access to MCP servers through their identity provider. The project states the aim is to replace per-server consent prompts with a zero-touch flow in which users sign in once and then access approved servers without further setup.

Cloudflare opened a waitlist for its Monetization Gateway, which lets any Cloudflare customer charge for web pages, APIs, datasets, or MCP tools using the x402 open protocol with stablecoin settlement. The announcement came two weeks after AWS shipped the same capability in CloudFront and AWS WAF as a generally available feature.