general Trend Report
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42
Signal watch
なぜこのサイトを作ったのか
私たちそれぞれが個別にAIを使って情報収集し、同じような3行要約を作るたびに、世界中で膨大な電力と計算リソースが消費されています。 本プロジェクトは、あらかじめ広範な情報を取得・集約しておくことで、個別のAI実行回数を減らし、地球環境（GPU/TPU負荷）に配慮した効率的な情報収集を目指す実験的なダッシュボードです。
Qiita - 人気の記事
【コピペOK】CSSで作るモダンなUIアニメーション集
・はじめに フロントエンド開発をしていると、「押したくなるようなボタンにしたい」「ユーザーが直感的に操作できるようにしたい」と感じることがあります。
・そんなときに活用できるのが、CSSによるアニメーションです。
・transitionやtransformなどのCSSプロパティ...
Qiita - 人気の記事
Claude CodeからAgentCore GatewayへのSSO接続を作り直すついでにOAuthのクライアント登録を学ぶ
・はじめに こんにちは、ふくちと申します。
・以前、Claude Codeから社内向けのMCPサーバー(AgentCore Gateway)へ、会社のSSOログインで接続する構成を書きました。
・この構成のキモはLambdaのDCR Proxyです。
Qiita - 人気の記事
CSSが反映されない原因10選
・CSSを書いたのに｢なぜか反映されない……｣という経験はありませんか？ CSSが反映されない原因は、スペルミスやファイルの読み込みミスなど、ちょっとしたことであることが多いです。
・今回は、初心者が特に間違えやすい ｢CSSが反映されない原因｣ を10個紹介します。
Qiita - 人気の記事
【Amazon Bedrock】長文入力におけるClaudeの仕様が変わったので検証してみる
・概要 こちらの記事は「MEDLEY Summer Tech Blog Relay」の23日目の記事です。
・はじめに こんにちは。医療プラットフォーム本部 病院プロダクト統括部 SREグループの竹本です。
・前回は Amazon Bedrockの国内クロスリージョン推...
Qiita - 人気の記事
Claude CodeのCLAUDE.md書き方リファレンス
・Claude CodeのCLAUDE.md書き方リファレンス Claude Codeに指示を覚えさせておける「CLAUDE.md」、なんとなくでしか使えていなかったので仕様を整理してみました。
・配置場所・優先順位・書き方のコツをまとめています。
・早見表 ファイル ...
InfoQ
Meta Open-Sources Muse Glimmer: A 30B Local Agentic Model Optimised for On-Device Execution
・Meta AI Research has introduced Muse Glimmer, a 30-billion-parameter open-weight model under the Apache 2.0 license, designed for local workflows.
・It enables autonomous agents and complex task execution on consumer GPUs without relying on cloud APIs.
・The model employs a multi-stage training approach for efficient performance and supports multimodal inputs, enhancing coding and automation tasks.
InfoQ
Presentation: The Right 300 Tokens Beat 100k Noisy Ones: The Architecture of Context Engineering
・Baruch Sadogursky and Patrick Debois discuss why coding agents fail due to bloated context windows and stuffed prompts.
・They explain practical context engineering fixes, including lazy-loaded skills, versioned context artifacts, externalized memory banks, and LLM-as-a-judge evals.
・Software architects & engineering leaders will learn how to turn raw markdown files into reliable agentic workflows.
Qiita - 人気の記事
エラーレスポンス設計の現在地2026
・エラーレスポンス設計の現在地 2026、標準はコードに焼いて規約は最小にする 前回の記事「Web API設計の現在地 2026、いま従うべき標準とデファクトの一覧」で、この10年でいちばん大きく変わった領域としてエラーレスポンスを挙げました。この記事はその深掘りです。
Speaker Deck
Claude Code × git worktree で並列開発 — サブモジュール構成のリポジトリで成立させる —
Claude Code × git worktree で並列開発 — サブモジュール構成のリポジトリで成立させる —
InfoQ
Cloudflare Migrates JavaScript CDN Serving 9B Requests a Day to Its Developer Platform
・Cloudflare has migrated cdnjs, its open source CDN for JavaScript and CSS libraries, to its Developer Platform.
・The new architecture uses Workers, R2, KV, Workflows, Queues, Durable Objects and Containers, consolidating publishing and delivery infrastructure while preserving package contents, URLs and SRI hashes at a scale of 9 billion requests per day.
・By Leela Kumili
GitHub Trending
github / spec-kit
・💫 Toolkit to help you get started with Spec-Driven Development Python
The GitHub Blog
How to bring your software delivery workflow into GitHub with agent apps
・See how four GitHub Agent Apps can help you scope, secure, roll out, and ship a feature across the SDLC–all without leaving GitHub.
・The post How to bring your software delivery workflow into GitHub with agent apps appeared first on The GitHub Blog.
InfoQ
Kubeflow Expands AI Capabilities as CNCF Graduation Nears
・The Kubeflow project has unveiled several technical updates to enhance distributed AI and high-performance computing on Kubernetes.
・These advancements include Kale 2.0, a modernised SDK with native Spark support, and expanded capabilities for the Kubeflow Trainer.
・The developments arrive as the project moves towards graduation from the Cloud Native Computing Foundation.
InfoQ
LLM-Generated GraphQL Mocks Arrive at Airbnb and Expedia, While the Spec Lags Behind
・Expedia Group has open-sourced mockql-rs, a Rust CLI that fills @mock-annotated GraphQL fields with LLM-generated data at request time.
・It follows Airbnb's @generateMock in April and a GraphQL Foundation RFC opened in February.
・All three solve the same problem with different architectures, and two use the same directive name with incompatible semantics.
Lobsters
Logging into a Linux machine from a flip phone over Bluetooth (2020)
Logging into a Linux machine from a flip phone over Bluetooth (2020)
InfoQ
More Incidents Don't Necessarily Mean Less Reliability
・One of the most common assumptions in engineering leadership is that a rising number of reported incidents signals declining system reliability.
・However, a recent article from Great Circle argues that the opposite is often true: an increase in incident counts may actually indicate that an organization's incident management culture is improving.
・By Craig Risi
InfoQ
npm 12 Released: Install Scripts Off by Default as Registry Moves to Explicit Trust
・npm 12 introduces significant security-related changes, making certain installation behaviors opt-in.
・Notably, script allowances are now off by default, which requires explicit approval for running scripts, including implicit builds.
・The update also restricts non-registry sources and addresses community concerns about security risks from automatic script execution.
InfoQ
Podcast: Founders, Friction, and Focus: Building Engineering Teams at Early-Stage Startups
・In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to David Gudeman about the unique culture of early-stage startup engineering, how founder personality quirks and premature process impositions can derail teams, and how engineers can build influence and make deliberate career choices without formal power.
・By David Gudeman
GitHub Trending
rustdesk / rustdesk
・An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.
InfoQ
Rx.NET 7.0 Reduces Deployment Size by Splitting Windows UI Support
・Rx.NET 7.0 has been released with a narrowly focused change aimed at reducing deployment size for Windows applications.
・The new version separates WPF, Windows Forms, UWP, and Windows Runtime integration from the main System.Reactive package, avoiding cases where self-contained applications could acquire tens of megabytes of unused framework dependencies.
・By Edin Kapić
Lobsters
SlopScan: Displays a "slop score" when viewing public git repositories
・Uses https://slopscan.ava.pet internally (previously discussed at: https://lobste.rs/s/7s8fwa/repo_slopscore_detecting_ai_llm) Comments
Lobsters
Thunderbird’s Desktop Calendar Visual Redesign
Thunderbird’s Desktop Calendar Visual Redesign
GitHub Trending
ToolJet / ToolJet
・ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀 JavaScript
Lobsters
Unexpected (to me) behaviour in Lisp sub-typing
Unexpected (to me) behaviour in Lisp sub-typing
Lobsters
What are you doing this weekend?
・Feel free to tell what you plan on doing this weekend and even ask for help or feedback.
・Please keep in mind it’s more than OK to do nothing at all too!