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  • What's New In DevTools (Chrome 96)  |  Blog  |  Chrome for Developers

    Preview feature: New CSS Overview panel Use the new CSS Overview panel to identify potential CSS improvements on your page. Open the CSS Overview panel, then click on Capture overview to generate a report of your page’s CSS. You can further drill down on the information. For example, click on a color in the Colors section to view the list of elements that apply the same color. Click on an element

    • GitHub - modelcontextprotocol/servers: Model Context Protocol Servers

      Official integrations are maintained by companies building production ready MCP servers for their platforms. 21st.dev Magic - Create crafted UI components inspired by the best 21st.dev design engineers. 2slides - An MCP server that provides tools to convert content into slides/PPT/presentation or generate slides/PPT/presentation with user intention. ActionKit by Paragon - Connect to 130+ SaaS inte

        GitHub - modelcontextprotocol/servers: Model Context Protocol Servers
      • B-trees and database indexes — PlanetScale

        PlanetScale Postgres is the fastest way to run Postgres in the cloud. Plans start at just $5 per month. Learn more By Ben Dicken | September 9, 2024 What is a B-tree?The B-tree plays a foundational role in many pieces of software, especially database management systems (DBMS). MySQL, Postgres, MongoDB, Dynamo, and many others rely on B-trees to perform efficient data lookups via indexes. By the ti

          B-trees and database indexes — PlanetScale
        • What's New In DevTools (Chrome 94)  |  Blog  |  Chrome for Developers

          Use DevTools in your preferred language Chrome DevTools now supports more than 80 languages, allowing you to work in your preferred language! Open Settings, then select your preferred language under the Preferences > Language dropdown and reload DevTools. Preferences" width="800" height="494"> Chromium issue: 1163928 New Nest Hub devices in the Device list You can now simulate the dimensions of Ne

          • Why stdout is faster than stderr? - Orhun's Blog

            I recently realized stdout is much faster than stderr for Rust. Here are my findings after diving deep into this rabbit hole. I have been using the terminal (i.e. command-line) for most of my day-to-day things for a while now. I was always fascinated by the fact that how quick and convenient the command-line might be and that's why I'm a proponent of using CLI (command-line) or TUI (terminal user

              Why stdout is faster than stderr? - Orhun's Blog
            • Inkbase: Programmable Ink

              With pen and paper, anyone can write a journal entry, draw a diagram, perform a calculation, or sketch a cartoon. Digital tablets like the iPad or reMarkable can adapt pen and paper into the world of digital media. In doing so, they trade away some of paper’s advantages like cheapness and tangibility. In exchange, we get new computational powers like nondestructive editing and ease of transmission

                Inkbase: Programmable Ink
              • We need visual programming. No, not like that.

                SummaryMost visual programming environments fail to get any usage. Why? They try to replace code syntax and business logic but developers never try to visualize that. Instead, developers visualize state transitions, memory layouts, or network requests. In my opinion, those working on visual programming would be more likely to succeed if they started with aspects of software that developers already

                • What's New In DevTools (Chrome 95)  |  Blog  |  Chrome for Developers

                  New CSS length authoring tools DevTools added an easier yet flexible way to update lengths in CSS! In the Styles pane, look for any CSS property with length (e.g. height, padding). Hover over the unit type, and notice the unit type is underlined. Click on it to select a unit type from the dropdown. Hover over the unit value, and your mouse pointer is changed to horizontal cursor. Drag horizontally

                  • MCP Apps - Bringing UI Capabilities To MCP Clients

                    Today, we’re announcing that MCP Apps are now live as an official MCP extension. Tools can now return interactive UI components that render directly in the conversation: dashboards, forms, visualizations, multi-step workflows, and more. This is the first official MCP extension, and it’s ready for production. We proposed MCP Apps last November, building on the amazing work of MCP-UI and the OpenAI

                      MCP Apps - Bringing UI Capabilities To MCP Clients
                    • Claude Code Workflow Studio完全ガイド|ビジュアルでAIワークフローを構築する新時代|アイドリ | AI-Driven Lab

                      本記事の対象者主な対象者: Claude Codeを使っているがワークフロー機能を活用しきれていない方、AIエージェントによる自動化に興味がある開発者・ビジネスパーソンを想定しています。 技術レベル: 初級〜中級を想定しています。 前提知識: Claude Codeの基本的な使い方(ターミナルでの対話)とVS Codeの操作を理解していることを前提としますが、ワークフロー機能の知識は不要です。 この記事で得られるもの: Claude Code Workflow Studioのインストールから実践的なワークフロー構築まで一通り習得でき、複雑なAIエージェント連携を自力で設計できるようになります。 要約本記事の主要トピック: 本記事はClaude Code Workflow Studioの概要と解決する課題、具体的なインストール・操作方法、実践的なユースケースの三点を中心に解説します。 記事の

                        Claude Code Workflow Studio完全ガイド|ビジュアルでAIワークフローを構築する新時代|アイドリ | AI-Driven Lab
                      • Text2Landscape: Visualize a Text in Multiple Spaces with R — Force-directed networks, Biofabric, Word Embeddings, Principal Component Analysis and Self-Organizing Maps

                        First Visualizations: Frequencies Let us first visualize word frequencies. We can get these frequencies with the quanteda package, which implies transforming the column of lemmas (text.lemmas$lemma) into a quanteda tokens object, then to a document-feature matrix. Doing so, we only retain significant parts of phrases (nous, proper nouns, verbs and adjectives). This only partially spares us the tas

                          Text2Landscape: Visualize a Text in Multiple Spaces with R — Force-directed networks, Biofabric, Word Embeddings, Principal Component Analysis and Self-Organizing Maps
                        • Elasticsearch Query Language (ES|QL) now generally available - Elasticsearch Labs

                          Want to get Elastic certified? Find out when the next Elasticsearch Engineer training is running! Elasticsearch is packed with new features to help you build the best search solutions for your use case. Dive into our sample notebooks to learn more, start a free cloud trial, or try Elastic on your local machine now. Today, we are pleased to announce the general availability of ES|QL (Elasticsearch

                            Elasticsearch Query Language (ES|QL) now generally available - Elasticsearch Labs
                          • What's New In DevTools (Chrome 100)  |  Blog  |  Chrome for Developers

                            Chrome 100 Here’s to the 100th Chrome version! Chrome DevTools will continue to provide reliable tools for developers to build on the web. Take a moment to click around in the What’s New tab to celebrate the milestones. As usual, you can watch the latest What’s New in DevTools video by clicking on the image. View and edit @supports at rules in the Styles pane You can now view and edit the CSS @sup

                            • What's New in DevTools (Chrome 117)  |  Blog  |  Chrome for Developers

                              Network panel improvements Override web content locally even faster The local overrides feature is now streamlined, so you can easily mock response headers and web content of remote resources from the Network panel without access to them. To override web content, open the Network panel, right-click a request, and select Override content. If you have local overrides set up but disabled, DevTools en

                                What's New in DevTools (Chrome 117)  |  Blog  |  Chrome for Developers
                              • MCP Apps: Extending servers with interactive user interfaces

                                Introducing the MCP Apps Extension proposal (SEP-1865) to standardize interactive user interfaces in MCP, developed with the MCP-UI creators and maintainers from OpenAI and Anthropic. November 21, 2025 · 5 min · Anton Pidkuiko (Maintainer), Olivier Chafik (Maintainer), Ido Salomon (MCP-UI), Liad Yosef (MCP-UI), Nick Cooper (Core Maintainer), Sean Strong (Anthropic), Jerome Swannack (Anthropic), Al

                                  MCP Apps: Extending servers with interactive user interfaces
                                • Skills in OpenAI API

                                  Upload, manage, and attach reusable skills to hosted environments. Agent Skills let you upload and reuse versioned bundles of files in hosted and local shell environments. For the full reference, see the Skills documentation. What is a skill? A skill is a reusable bundle of files (instructions + scripts + assets), packaged as a folder and anchored by a required SKILL.md manifest. OpenAI copies tha

                                    Skills in OpenAI API
                                  • UI Density

                                    Interfaces are becoming less dense. I’m usually one to be skeptical of nostalgia and “we liked it that way” bias, but comparing websites and applications of 2024 to their 2000s-era counterparts, the spreading out of software is hard to ignore. To explain this trend, and suggest how we might regain density, I started by asking what, exactly, UI density is. It’s not just the way an interface looks a

                                      UI Density
                                    • What's New In DevTools (Chrome 92)  |  Blog  |  Chrome for Developers

                                      CSS grid editor A highly requested feature. You can now preview and author CSS Grid with the new CSS Grid editor! When an HTML element on your page has display: grid or display: inline-grid applied to it, you can see an icon appear next to it in the Styles pane. Click the icon to toggle the CSS grid editor. Here you can preview the potential changes with the on screen icons (e.g. justify-content:

                                      • PythonとGoogle Cloud, Spreadsheetで「自分のためのスポーツ観戦DX」をプロダクト化して実現した話. - Lean Baseball

                                        プログラミングとプロダクト作りは楽しいよ, っていう「個人開発ネタ」の話です. スポーツ観戦, 具体的には野球のデータ分析DX(Digital transformation)*1を実現しました. 記事の前半はプロダクト企画とアーキテクチャ, 後半はDash(Python)を使ったマルチページ・データ・アプリケーション開発の話となります. TL;DR SpreadsheetとPythonのアプリケーションでいつでもメジャーリーガー(全選手)のパフォーマンスを好きな条件で可視化できるようにしたら野球が面白くなりました. https://example.com/batter/ohtani-shohei/2024-03-20/2024-04-28?cache=false みたいなURLを開くと, オオタニサンのパフォーマンス(現地時間2024/4/28までの数字) 以下の成績をいい感じにグラフ・可

                                          PythonとGoogle Cloud, Spreadsheetで「自分のためのスポーツ観戦DX」をプロダクト化して実現した話. - Lean Baseball
                                        • What's New in DevTools (Chrome 113)  |  Blog  |  Chrome for Developers

                                          Override network response headers You can now override response headers in the Network panel. Previously, you needed access to the web server to experiment with HTTP response headers. With response header overrides, you can locally prototype fixes for various headers, including but not limited to: Cross-Origin Resource Sharing (CORS) Headers Permissions-Policy Headers Cross-Origin Isolation Header

                                            What's New in DevTools (Chrome 113)  |  Blog  |  Chrome for Developers
                                          • Treemaps are awesome!

                                            Treemaps are awesome!An alternative to pprint for generically visualizing heterogeneous, hierarchical data Why treemaps?Treemaps are an underutilized visualization that are capable of generically summarizing data of many shapes and sizes. To date, they've mostly been used for displaying the files consuming all of your disk space, but with a few tweaks, treemaps can be a flexible tool for exploring

                                            • Four R packages for Automated Exploratory Data Analysis you might have missed | Towards Data Science

                                              Image by author. Table of contents Introduction Automated Exploratory Data Analysis packages 2.1 DataExplorer 2.2 GGally 2.3 SmartEDA 2.4 tableone Conclusions References 1. Introduction Exploratory Data Analysis (EDA) aims at performing an initial investigation on the data by summarizing their characteristics through statistical and visualization techniques, and it is a critical early step in any

                                                Four R packages for Automated Exploratory Data Analysis you might have missed | Towards Data Science
                                              • What's New In DevTools (Chrome 98)  |  Blog  |  Chrome for Developers

                                                Preview feature: Full-page accessibility tree The new Full-page accessibility tree makes it easier for you to get an overview of the full-page accessibility tree and help you better understand how your web content is exposed to assistive technology. In the Elements panel, open the Accessibility pane and select Enable full-page accessibility tree checkbox. Then, reload DevTools and you will see a n

                                                • What's New In DevTools (Chrome 93)  |  Blog  |  Chrome for Developers

                                                  Editable CSS container queries in the Styles pane You can now view and edit CSS container queries in the Styles pane. Container queries provide a much more dynamic approach to responsive design. The @container at-rule works in a similar way to a media query with @media. However, instead of querying the viewport and user agent for information, @container queries the ancestor container that matches

                                                  • Agents for Amazon Bedrock now support memory retention and code interpretation (preview) | Amazon Web Services

                                                    AWS News Blog Agents for Amazon Bedrock now support memory retention and code interpretation (preview) With Agents for Amazon Bedrock, generative artificial intelligence (AI) applications can run multistep tasks across different systems and data sources. A couple of months back, we simplified the creation and configuration of agents. Today, we are introducing in preview two new fully managed capab

                                                      Agents for Amazon Bedrock now support memory retention and code interpretation (preview) | Amazon Web Services
                                                    • Gemini Advancedでデータ分析をやってみた - GMOインターネットグループ グループ研究開発本部

                                                      TL;DR Geminiの有料プランGemini Advancedでは、5/14から100万トークンもの入力に対応したGemini 1.5 Proを提供開始、更に5/21からスプレッドシートをアップロードしてのデータ分析や可視化が可能になりました。これはPythonのコードを生成して実行するする機能です。 データ分析の性能としてはGemini AdvancedはChatGPT-4oとほぼ同等の性能でどんぐりの背比べ甲乙が付け難いです。Geminiの場合、Google Sheetsなどと連携でき、データの取り込みやエクスポートが容易です。一方のChatGPTは、可視化したグラフがより見やすい印象です。 しかし、Gemini AdvancedもChatGPT-4oも指示が曖昧では適切な集計ができないなど、データサイエンティストの視点から見ると、生成AIに任せきりでは不安な点が多く見受けられます

                                                        Gemini Advancedでデータ分析をやってみた - GMOインターネットグループ グループ研究開発本部
                                                      • What's New in DevTools (Chrome 118)  |  Blog  |  Chrome for Developers

                                                        New section for custom properties in Elements > Styles The Elements panel now supports the @property CSS at-rule. It lets you define CSS custom properties explicitly and register them in a stylesheet without running any JavaScript. To inspect your registered custom properties, in Elements > Styles, hover over the property name and see its descriptors in a tooltip. In the tooltip, click the link to

                                                          What's New in DevTools (Chrome 118)  |  Blog  |  Chrome for Developers
                                                        • What's New in DevTools (Chrome 111)  |  Blog  |  Chrome for Developers

                                                          Debugging HD color with the Styles pane New CSS color types and spaces are coming to the web! It is equally exciting that DevTools introduced new tools to help developers create, convert and debug High Definition color. The Styles pane now supports 12 new color spaces and 7 new gamuts as outlined in the CSS Color Level 4 specification. See High Definition CSS Color Guide for a comprehensive unders

                                                            What's New in DevTools (Chrome 111)  |  Blog  |  Chrome for Developers
                                                          • How to optimize Amazon RDS and Amazon Aurora database costs/performance with AWS Compute Optimizer | Amazon Web Services

                                                            AWS Database Blog How to optimize Amazon RDS and Amazon Aurora database costs/performance with AWS Compute Optimizer In this post, we dive deeper into database optimization for your Amazon Relational Database Service (Amazon RDS), exploring how you can use AWS Compute Optimizer recommendations to make cost-aware resource configuration decisions for your MySQL and PostgreSQL databases. In our previ

                                                              How to optimize Amazon RDS and Amazon Aurora database costs/performance with AWS Compute Optimizer | Amazon Web Services
                                                            • What's New In DevTools (Chrome 101)  |  Blog  |  Chrome for Developers

                                                              Import and export recorded user flows as a JSON file The Recorder panel now supports importing and exporting user flow recordings as a JSON file. This addition makes it easier to share user flows and can be useful for bug reporting. For example, download this JSON file. You can import it with the import button and replay the user flow. Apart from that, you can export the recording as well. After r

                                                              • Monitor, analyze, and manage capacity usage from a single interface with Amazon EC2 Capacity Manager | Amazon Web Services

                                                                AWS News Blog Monitor, analyze, and manage capacity usage from a single interface with Amazon EC2 Capacity Manager Today, I’m happy to announce Amazon EC2 Capacity Manager, a centralized solution to monitor, analyze, and manage capacity usage across all accounts and AWS Regions from a single interface. This service aggregates capacity information with hourly refresh rates and provides prioritized

                                                                  Monitor, analyze, and manage capacity usage from a single interface with Amazon EC2 Capacity Manager | Amazon Web Services
                                                                • What's New In DevTools (Chrome 99)  |  Blog  |  Chrome for Developers

                                                                  Throttling WebSocket requests The Network panel now supports throttling web socket requests. Previously, the network throttling didn't work on web socket requests. Open the Network panel, click on a web socket request and open the Messages tab to observe the message transfers. Select Slow 3G to throttle the speed. Chromium issue: 423246 New Reporting API pane in the Application panel Use the new R

                                                                  • What's New In DevTools (Chrome 107)  |  Blog  |  Chrome for Developers

                                                                    Customize keyboard shortcuts in DevTools You can now customize keyboard shortcuts for your favorite commands in DevTools. Go to Settings > Shortcuts, hover over a command and click the Edit button (pen icon) to customize the keyboard shortcut. You can create chords (a.k.a multi-key press shortcuts) as well. Chromium issues: 1335274, 174309 Toggle light and dark themes with keyboard shortcut Config

                                                                      What's New In DevTools (Chrome 107)  |  Blog  |  Chrome for Developers
                                                                    • What's New In DevTools (Chrome 97)  |  Blog  |  Chrome for Developers

                                                                      Preview feature: New Recorder panel Use the new Recorder panel to record, replay and measure user flows. Open the Recorder panel. Follow the instructions on screen to start a new recording. For example, you can record the coffee checkout process with this coffee ordering demo application. After adding a coffee and filling out payment details, you can end the recording, replay the process or click

                                                                      • React Charts Made Easy

                                                                        Create your own beautiful and functional React Heatmap Chart—in less than 50 lines of code, including the imports and component boilerplate! When you’ve got a lot of data that your users need to parse, the best thing you can do is format it in a way that easily helps them see patterns, dependencies and find insights. Nine times out of 10, that means data visualizations. With the KendoReact UI comp

                                                                          React Charts Made Easy
                                                                        • What's New in DevTools (Chrome 112)  |  Blog  |  Chrome for Developers

                                                                          Recorder updates Replay extensions support The Recorder introduces support for custom replay options that you can embed into DevTools with an extension. Try out the example extension. Select the new custom replay option to open the custom replay UI. To customize the Recorder to your needs and integrate it with your tools, consider developing your own extension: explore the chrome.devtools.recorder

                                                                            What's New in DevTools (Chrome 112)  |  Blog  |  Chrome for Developers
                                                                          • Topic Modelling With BERTopic

                                                                            Topic modelling is a common task in NLP. It's an unsupervised technique for determining what topics, which can be thought of as categories, are part of a set of documents and what topics each document is likely to be a part of. Since it's an unsupervised technique, no labels are required, meaning we do not need a predefined list of topics – rather just the text from the documents. In this article,

                                                                              Topic Modelling With BERTopic
                                                                            • What's New In DevTools (Chrome 105)  |  Blog  |  Chrome for Developers

                                                                              Step-by-step replay in the Recorder You can now set a breakpoint and replay a user flow step by step in the Recorder panel. To set a breakpoint, click on the blue dot next to a step. Replay your user flow, the replay will pause before executing the step. From here, you can continue the replay, execute a step, or cancel the replay. With this feature, you can fully visualize and debug your user flow

                                                                              • Flourishの基本的な使い方:棒グラフを作る|荻原 和樹 / Kazuki OGIWARA

                                                                                アカウント登録Flourishの登録ページに移動し、メールアドレスなどの必要事項を入力します。UsernameとNameは公開対象です。またUsernameは他人と重複してはいけません。 データのダウンロードまずデータをダウンロードします。こちらのサイトにアクセスして、表の右上にある「Download raw file」を右クリックしてファイルをダウンロードします。 このデータはJNTO(日本政府観光局)が発表している訪日外客数のデータです。世界各国・地域から日本に来た観光客の数を示しています。2019年12月と2022年12月(推計値)の時点で掲載されているため、「コロナ以前」と現在を比較するのにちょうどよいデータです。 左上の「+ New visualization」をクリックするとテンプレートの一覧が表示されるので、使いたいビジュアル(可視化方法)を選びます。 今回は上から3番目の「

                                                                                  Flourishの基本的な使い方:棒グラフを作る|荻原 和樹 / Kazuki OGIWARA
                                                                                • dataviz.cafe

                                                                                  Dataviz.cafe is a searchable catalog of open-source software for data visualization featuring information on over 700 software packages designed to help analysts, data scientists, and designers do their jobs more effectively curated by IQT Labs. You can scroll through the entire collection or filter results by data type using the buttons above. Alternatively, use the search box (also above) to fin