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。
Zennのトレンド
[OpenTelemetry] Go のコンパイル時計装において、ctx 伝搬なしで span を紐づける仕組みについて調べた
・Go の OpenTelemetry コンパイル時計装(opentelemetry-go-compile-instrumentation の otelc)について調べていると、context.Context を伝搬していなくても span の親子を繋げられる仕組みが入っていることがわかりました。これは GLS(goroutine-local storage) と呼ばれる仕組みです。
・Go では span の親子関係を ctx で運ぶのが API の規約なので、ctx を引き回していないコードにそのまま計装を入れても span 同士は繋がりません。GLS はこの隙間を埋めるもので、ctx ...
Qiita - 人気の記事
CLAUDE.mdをそろそろ見直す時期かも ── Claude 5世代向けの最適化手順・スキル・プロジェクト種類別の例
・要点 Anthropic は 2026年7月24日のブログで、Claude Opus 5 / Fable 5 向けに Claude Code のシステムプロンプトを 80% 以上削り、社内コーディング評価で性能低下が測定できなかったと公表しました。
・理由は「制約の多くは...
Lobsters
Seeking Designer for a Small Company
・A friend and I intend to start a business in the near future and would love to have a great human designer make us some great human (logo/web) designs.
・I am a programmer and painter by training but have no talent for graphic design and have no idea where to find great designers.
・So, I'd love to know if you know of any places to look/any great ones you have experience with.
GitHub Trending
bikini / exploitarium
・A single archive of public exploit PoCs and vulnerability research writeups.
・At the time I post these, none have been reported.
・Feel free to report them yourself and take credit for the CVE if handed out lulz.
InfoQ
Blume: Zero-Config Docs Framework That Turns a Markdown Folder into an AI-Ready Website
・Blume is an open-source documentation framework that converts Markdown into a complete documentation site.
・Built with Astro and Vite, it requires only Node.js and a single Markdown file for setup.
・The framework supports various configurations, offers automatic SEO features, and includes tools for document testing.
Lobsters
Is it too much to ask devs to use AI to review their hand-crafted code?
・You believe coding by hand is the Way and I both admire and appreciate beautiful, hand-crafted code.
・But I want to use your library, and when I ask my AI to evaluate it for bugs, memory leaks, security issues, it returns a long list of serious ones.
・Even if you hate AI-generated code, you can use an AI to identify issues and you can fix them yourself.
InfoQ
Presentation: A Few Predicted Talks From QConAI 2030
・Meryem Arik discusses her predictions for software engineering in 2030.
・She explains how token spend management, parallel agent infrastructure, and non-technical builders will reshape IT.
・She shares insights on agent-driven vendor decisions, upcoming regulatory hurdles, and why software engineers must pivot from pure coding skills toward product leadership and multi-agent coordination.
Lobsters
Trusting-Trust Attack against an Entire Linux Distribution (via the strip utility)
・"Ken Thompson's trusting-trust attack, in which a compromised compiler backdoors the programs it builds and reproduces the backdoor in subsequent rebuilds of itself, is widely regarded as a threat specific to compilers.
・We show that it is not." A few weeks ago I came across this https://www.teamten.com/lawrence/writings/coding-machines/ : it's clearly fictional (and furthermore is "pre-AI" in that it was written in 2
Lobsters
AI handles incidents, engineers lose touch with their systems
AI handles incidents, engineers lose touch with their systems
Speaker Deck
AIは賢い。でも実行環境は？ CLIおじさんがAI時代に伝えたいこと ~ CLIおじさんがAI時代に伝えたいこと ~
AIは賢い。でも実行環境は？ CLIおじさんがAI時代に伝えたいこと ~ CLIおじさんがAI時代に伝えたいこと ~
Speaker Deck
Amazon Managed Grafana で Amazon DynamoDB のデータを可視化する Infinity Plugin + プライベート API 構成
Amazon Managed Grafana で Amazon DynamoDB のデータを可視化する Infinity Plugin + プライベート API 構成
Speaker Deck
AWS Step Functions 大規模並列の壁を越える / jaws-sonic-2026-niigata-step-functions
AWS Step Functions 大規模並列の壁を越える / jaws-sonic-2026-niigata-step-functions
Lobsters
Bespoke: A Programming Language for People Who Say Please
Bespoke: A Programming Language for People Who Say Please
InfoQ
Beyond Zero: Google Publishes Successor to BeyondCorp
・In a recent research paper, Google introduced Beyond Zero, a “security model for the AI era” that extends Zero Trust to autonomous AI agents.
・The new approach moves access decisions from the application level to individual resources and actions, combining static authorization controls with dynamic AI-driven decisions to enable machine-speed enforcement for humans and agents.
・By Renato Losio
GitHub Trending
BraveOPotato / FckSignups
・A list of tools that are open-source, in-browser, and require no-signups!
Speaker Deck
GraphRAGのKnowledge Graphを 直接！見る/View-GraphRAG's-KnowledgeGraph-directly!
GraphRAGのKnowledge Graphを 直接！見る/View-GraphRAG's-KnowledgeGraph-directly!
Lobsters
Pointing at the error: compiler-style diagnostics in uutils coreutils
Pointing at the error: compiler-style diagnostics in uutils coreutils
InfoQ
Redefining GIS: Declarative Symbology and Collaborative Workflows in JupyterGIS
・JupyterGIS is a GIS-focused extension for Jupyter notebooks.
・The recent 0.16 release enhances collaborative features, real-time editing, and support for large-scale data processing, including remote sensing.
・It introduces better visualisation tools and extends compatibility to R users.
Simon Willison's Weblog: Entries
The Pelican comparison grid for Astra is pretty interesting
The Pelican comparison grid for Astra is pretty interesting
Lobsters
Visualizing Rust's Vtables: How dyn Trait Works In Memory
Visualizing Rust's Vtables: How dyn Trait Works In Memory
Speaker Deck
WebAssembly in Android Apps 〜 WASMはJNIの夢を見るか
WebAssembly in Android Apps 〜 WASMはJNIの夢を見るか
Lobsters
What filesystem are you running on your NAS/Backups, and why?
・What filesystem are you running on your NAS/Backups, and why?
・And if you're using multiple disks/devices, how do you manage them (filesystem's RAID, mdadm or other software solutions, hardware RAID)?
GitHub Trending
WorldFlowAI / everything-claude-code
・Claude Code toolkit - agents, commands, skills, rules, and hooks for productive AI-assisted development JavaScript
Lobsters
zopt: low-ceremony command line parsing for Zig
zopt: low-ceremony command line parsing for Zig
Speaker Deck
変化を抱擁するドキュメントの作り方 - ビジネスルール駆動開発がもたらす、コードとの新しい関係
変化を抱擁するドキュメントの作り方 - ビジネスルール駆動開発がもたらす、コードとの新しい関係