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
ドキュメント生成とAIとの向き合い方について
・はじめに AI がドキュメント生成を劇的に効率化してくれる時代になりました。しかし「全部AIに任せればいい」という考え方には大きな落とし穴があります。
・本記事では、私が実践している「人間が骨子を決め、音声で意図を吹き込み、LLMで仕上げる」ハイブリッド方式について紹介しま...
Qiita - 人気の記事
海外で急速に広がる「FDE」と、AI時代のエンジニアに求められるより高い専門性
・はじめまして。株式会社PRUMでエンジニアをしている、すもも🍑です 日々、プログラミング学習や実務の中で、つまずきやすいポイントや 考え方を整理して発信しています。
・PRUMについて気になった方は、コーポレートサイトもぜひご覧ください。
・▶コーポレートサイト 最近IT業...
Qiita - 人気の記事
結婚したほうが得、でも独身でも損をしない ― 子育てを社会全体で支える国家OSの設計 : システム設計視点の行動経済学 (16)
・user: 「システム設計視点の行動経済学」、第16回を始めましょう。今回は結婚と子育てについて深掘りしたいと思いますが、その前に、まず前回の復習として、 消費税を上げるか下げるか、その前に ― 財源幻想から考える国家OSのリファクタリング : システム設計視点の行動経済...
InfoQ
Article: Agentic Fitness Functions: Extending Evolutionary Architecture Beyond Deterministic Rules
・Deterministic rules safeguard hard metrics, but what about architectural intent?
・Discover how agentic fitness functions combine AI agents and versioned rubrics to evaluate complex, judgment-heavy concerns—such as boundary fidelity, semantic contract drift, and stale ADR assumptions.
・Elevate evolutionary architecture governance with continuous, calibrated feedback loops.
InfoQ
Cloudflare Turns CI Pipelines into TypeScript Workflows
・Cloudflare has released cloudflare/ci, a CI SDK that defines pipelines in TypeScript on top of Cloudflare Workflows, giving each step durable retries and replay, concurrent steps by default and Sandbox snapshot caching.
・It targets the Workers runtime and depends on Artifacts, still in private beta, so the transferable lesson is the durable-step model rather than a drop-in CI replacement.
・By Mark Silvester
Qiita - 人気の記事
Gemini 3.7 Flashは何が変わった？3.6 Flashとの違い・価格・注意点
・2026年8月14日、Googleは Gemini 3.7 Flash を発表しました。
・Gemini 3.6 Flashの公開から、わずか3週間でのアップデートです。コーディング、エージェント、専門文書を扱う業務で性能が向上しました。
・前モデルについては、Gemini ...
GitHub Trending
harry0703 / MoneyPrinterTurbo
・利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.
Qiita - 人気の記事
新人エンジニア、長時間考える体力がなさすぎて全然集中が続かない
・はじめに 難しい課題に向き合うと、30分もしないうちに脳が疲れて集中が切れてしまうぷらむんが、先輩たちの底なしの集中力を見て落ち込んだ話です。
・こんにちわ、会社で自称マスコットキャラをやってるのに、社内で一番空気が読めない、ぷらむんです🐯 最近、難しいタスクに向...
GitHub Trending
akitaonrails / ai-memory
・Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors Rust
Lobsters
Beyond WASI: Running any Rust application in the browser with BrowserPod 3.0
Beyond WASI: Running any Rust application in the browser with BrowserPod 3.0
Speaker Deck
COSCUP 2026 | 聊聊 Ruby 的 ReDoS 防禦：吃瓜設計權衡、整合 Rails 實踐、窺探 Regexp 未來動向
COSCUP 2026 | 聊聊 Ruby 的 ReDoS 防禦：吃瓜設計權衡、整合 Rails 實踐、窺探 Regexp 未來動向
Lobsters
Does it make sense to switch to a Github Alternative ?
・Github has been down consistently over the last few months - does it make sense to switch to alternatives now?
・When do you think majority will switch?
InfoQ
Grab Cuts Mechanical Analytics Work From 44% to 30% with AI Agents
・Grab is using AI agents to automate analytics workflows, cutting mechanical analyst work from 44% in February to 30% in June.
・Its approach combines agent autonomy, certified data, context management and human oversight, with self service analytics increasingly handling metric, data and SQL requests without analyst intervention.
・By Leela Kumili
InfoQ
Grafana's gcx and MCP Server Reach GA for Telemetry-Driven Agent Development
・Grafana Labs has announced general availability for two tools that let AI coding agents query live observability data during development: the gcx CLI and the Grafana MCP server.
・Both allow agents to pull metrics, logs, traces, SLOs, and Synthetic Monitoring results from Grafana Cloud or a self-hosted stack By Claudio Masolo
The GitHub Blog
How canvases make agentic workflows visible, steerable, and cost-efficient
・Chat is great for intent, but agent work gets lost in the scroll.
・Here is how I use canvases with my agentic workflows—and why your workflow also deserves a canvas.
・The post How canvases make agentic workflows visible, steerable, and cost-efficient appeared first on The GitHub Blog.
GitHub Trending
immich-app / immich
・High performance self-hosted photo and video management solution.
InfoQ
Java News Roundup: Simple JSON API, GlassFish, Jakarta EE, JNoSQL, Open Liberty, LangChain4j
・This week's Java roundup for August 10th, 2026, features news highlighting: Simple JSON API proposed to target for JDK 28; an update on Jakarta EE 12; the August 2026 edition of Open Liberty; a point release of LangChain4j; maintenance releases of Eclipse JNoSQL and GraalVM Native Build tools; the third milestone release of GlassFish 9.0; and the second beta release of Groovy 6.0.
・By Michael Redlich
InfoQ
JEP 540 Proposed to Target JDK 28 with a Simple JSON API
・JEP 540, Simple JSON API, has progressed to Target status for JDK 28.
・It introduces a compact API for parsing and generating JSON documents without external dependencies.
・Focused on core tasks, it provides an immutable value hierarchy.
GitHub Trending
jundot / omlx
・LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar Python
GitHub Trending
mukul975 / Anthropic-Cybersecurity-Skills
・817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0 Python
Lobsters
MuQSS CPU scheduler for Linux 7.2 by Con Kolivas
MuQSS CPU scheduler for Linux 7.2 by Con Kolivas
GitHub Trending
nautechsystems / nautilus_trader
・Production-grade Rust-native trading engine with deterministic event-driven architecture Rust
Lobsters
Passphrase-less reboots using kexec under NixOS
Passphrase-less reboots using kexec under NixOS
InfoQ
Podcast: Will Agentic AI Bring Fantasia’s Sorcerer's Apprentice to Life?: A Conversation with Tracy Bannon
・In this podcast, Michael Stiefel spoke to Tracy Bannon about the role of artificial intelligence in software and the attendant risks in the areas of security, software development, and society at large.
・While it might be reasonable to assume a certain amount of trust within a software ecosystem, the risks escalate when the boundary between two software ecosystems is crossed.
・By Tracy Bannon
InfoQ
Presentation: From Thousands to One: Building LLM-Powered Selection Systems
・Jendrik Jördening shares practical engineering strategies for integrating LLMs into production pipelines.
・He discusses overcoming non-determinism, restricting schemas, separating semantic text extraction from deterministic code, and validating choices using discriminator models.
・Learn how to structure LLMs with an MVC approach to ensure database integrity, observability, and system reliability.
Lobsters
Qwen 3.8 27B is excellent, but it defaults to wildly overthinking things
Qwen 3.8 27B is excellent, but it defaults to wildly overthinking things
GitHub Trending
santifer / career-ops
・Open-source AI job search: scan job portals, evaluate listings with a structured A-F rubric into a 1.0-5.0 score, tailor your CV, track applications — runs locally in your AI coding CLI (Claude Code, Codex, OpenCode, Antigravity…) JavaScript
InfoQ
shadcn Brings Conversational Primitives to shadcn/ui with New Chat Components
・Shadcn, a design engineer at Vercel, has introduced new components for chat interfaces within the shadcn/ui project.
・This release includes components like MessageScroller and Message, focusing on conversation functionality.
・The approach emphasizes modular design, allowing developers to adapt elements without affecting underlying logic or styles.
Lobsters
Starting a Decompilation Project from Zero: Claude Code and 51% of a 2001 GBA Game
Starting a Decompilation Project from Zero: Claude Code and 51% of a 2001 GBA Game
Speaker Deck
The Ruby Guide to Responsible LLM integration
The Ruby Guide to Responsible LLM integration
Lobsters
Thinking about tests: assertions and matchers
Thinking about tests: assertions and matchers
GitHub Trending
usestrix / strix
・Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
Lobsters
What are you doing this week?
・What are you doing this week?
・Feel free to share!
・Keep in mind it’s OK to do nothing at all, too.
Lobsters
When the Down Arrow is not an Upside-Down Up Arrow (2022)
When the Down Arrow is not an Upside-Down Up Arrow (2022)