general Trend Report
Dashboard へ戻る
3
High impact
5
Mid impact
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
鍵を渡さず・文脈を可視化する — マルチエージェント管理デスクトップアプリ「moeca」を個人開発している話
・「AI で業務効率化」が当たり前になった一方で、こんな経験はないでしょうか。
・思ったような出力をしてくれない… 出力に、いらないデータが混ざっている… 事実と異なる結果を、それっぽく返してくる… さらに、チームで使い始めると別の不安も出てきます。
・このエージェント、社...
Qiita - 人気の記事
40万件のAI承認を分析したら、見逃し率が3倍違った — 危ないものほど、ちゃんと止められている
・Claude Code を使っていると、こう聞かれます。
・このコマンドを実行しますか？ rm -rf ./build 1.
・いいえ これ、毎回ちゃんと読んでいますか。
Lobsters
Software Understanding in the Sciences is Really Uneven
・My day job, such as it is, involves optimizing simulations and scientific tooling.
・Right now I'm working on an astrophysical simulation with a group at CUNY.
・One of the grad students has spent the last few months working on a tool to process the output of a simulation.
GitHub Trending
666ghj / MiroFish
・A Simple and Universal Swarm Intelligence Engine, Predicting Anything.
・简洁通用的群体智能引擎，预测万物 Python
Speaker Deck
AWS Transform Custom による Spring Boot 2.xから4.xへのVerUp
・AWS Transform Custom による Spring Boot 2.xから4.xへのVerUp
Qiita - 人気の記事
AWS検証環境の削除し忘れ対策を、簡易的に自動化してみた！
・本記事は、BIPROGY / ユニアデックス社内AWSコミュニティ「BIPROGY AWS SPARK」の定期投稿企画第10回目の記事です。
・他の定期投稿企画の記事は、インデックスページをご覧ください 目次 はじめに やりたいこと 全体アーキテクチャ 実装の全体...
InfoQ
Instacart Builds Blueberry, an AI-Powered Assistant to Help On-Call Engineers Investigate Incidents
・Instacart introduced Blueberry, an AI-assisted incident response system that helps on-call engineers investigate production issues faster.
・It combines AI agents, operational data, and historical incident knowledge to generate grounded root cause hypotheses in Slack.
・It uses parallel subagents, MCP integrations, and incident history to reduce investigation time while keeping engineers in control.
Qiita - 人気の記事
Web API設計の現在地2026
・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 Web API設計を調べると、検索上位に出てくる記事が2015〜2019年あたりで止まっていることが多いです。その間にエラーレスポンスの標準ができ、OAuthのグラントタイプは選択基準が変わり、AP...
Speaker Deck
【QA Test Talk Vol.8】AI-DLC による Whole Team Approach の加速
【QA Test Talk Vol.8】AI-DLC による Whole Team Approach の加速
Lobsters
A shell exclamation mark is not for yelling. Be lazy
A shell exclamation mark is not for yelling. Be lazy
InfoQ
AI Is Transforming Incident Response - but the Hardest Problems May Still Belong to Humans
・Artificial intelligence is rapidly changing how engineering teams respond to production incidents, offering the ability to summarize incident channels, analyze unfamiliar code, suggest remediation steps, generate pull requests, and increasingly assist with diagnosis.
・By Craig Risi
InfoQ
Article: InfoQ Culture and Methods Trends Report - 2026
・This report summarizes how the InfoQ Culture and Methods editorial team sees the ongoing and emergent trends in the culture and methods space in 2026.
・By Shane Hastie, Ben Linders, Vanessa Formicola, Shawna Martell, Rafiq Gemmail, Craig Smith, Phillip Mortimer, Yinka Omole
InfoQ
Azure API Management Adds Dedicated AI Gateway Tier, Governing Models and MCP Tools
・Microsoft released a dedicated AI Gateway tier of Azure API Management in public preview, with a control plane built around models, MCP servers and tools rather than APIs.
・It fronts Foundry, Bedrock, Vertex AI and OpenAI behind one endpoint, with policy cards instead of XML.
・Architects welcomed the consolidation while questioning where the governance boundary sits.
Lobsters
From constraint models to playable puzzle games
From constraint models to playable puzzle games
Lobsters
I got a 1998 CD-ROM world atlas running on Windows 11
I got a 1998 CD-ROM world atlas running on Windows 11
Lobsters
Introducing Kitesurf: The agent-first browser that runs in V8 isolates on Cloudflare Workers
Introducing Kitesurf: The agent-first browser that runs in V8 isolates on Cloudflare Workers
GitHub Trending
K2SOsint / Legendary_OSINT
・A list of OSINT tools & resources for (fraud-)investigators, CTI-analysts, KYC, AML and more.
InfoQ
npm Staged Publishing Available, Adding a Human Approval Step Before Packages Go Live
・npm has introduced staged publishing for Node.js, requiring maintainer approval before a version is installable.
・Versions are queued and must pass a two-factor authentication challenge for release.
・This feature aims to enhance security amid rising supply chain threats.
InfoQ
Podcast: Culture & Methods Trends 2026: The Human Side of AI Engineering
・This is the Engineering Culture Trends Report for 2026.
・Featuring a panel of QCon speakers and InfoQ contributors, they discussed AI adoption maturity and risk, the transformation of engineering team structures and roles, and the human dimensions of software development that must not be lost in 2026.
・By Ben Linders, Rafiq Gemmail, Craig Smith, Vanessa Formicola, Shawna Martell, Phillip Mortimer, Yinka Omole
GitHub Trending
pranshuparmar / witr
・Why is this running?
・Trace any process, port, container, or file back to what started it - CLI + TUI.
InfoQ
Presentation: Rewriting All of Spotify's Code Base, All the Time
・Jo Kelly-Fenton and Aleksandar Mitic explain how Spotify created "Honk," an AI coding agent, to handle complex fleet-wide codebase migrations.
・They share key architectural insights on decoupling CI verification runtimes from AI agents, dealing with automated pull request bottlenecks, and driving aggressive standardization across thousands of engineering repositories.
・By Jo Kelly-Fenton, Aleksandar Mitic
GitHub Trending
PrimeIntellect-ai / prime-agent
・A self-improving RLM agent for coding workflows and long-running autonomous tasks.
InfoQ
Rootly Drops Small PR Rule as Agentic AI Changes Code Review Economics
・Incident management platform provider Rootly has published an account of its decision to drop its long-standing small pull request rule, arguing that the practice no longer serves its purpose now that AI agents generate most of its code.
・The company describes a shift from measuring PR size to assessing blast radius, with feature flags and rollback capability taking precedence over line counts.
・By Matt Saunders
GitHub Trending
semantica-agi / semantica
・Graph-Native Infrastructure for Context and Accountable AI Systems Python
Lobsters
Some ways to navigate through 'git blame' over time in GNU Emacs
Some ways to navigate through 'git blame' over time in GNU Emacs
InfoQ
Uno Platform 6.6 Adds Native AOT, Vulkan Rendering, and Broader Accessibility Support
・Uno Platform 6.6 introduces Native AOT publishing across five target platforms, an optional Vulkan rendering backend, and automatic registration for the framework’s Model Context Protocol servers.
・The release also reduces XAML boilerplate, expands cross-platform WinUI API coverage, and improves accessibility and multilingual text handling.
・By Edin Kapić
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!
Speaker Deck
楽しそうなつよつよエンジニアと目が死んでる僕/A brilliant engineer having a blast, and dead-eyed me.
楽しそうなつよつよエンジニアと目が死んでる僕/A brilliant engineer having a blast, and dead-eyed me.