You can now use with Vercel MCP, our official . To ensure secure access, Vercel MCP currently supports AI clients that have been reviewed and approved by Vercel.CursorModel Context Protocol (MCP) serverWith Vercel MCP you can explore projects, inspect failed deployments, fetch logs, and more, now all without leaving Cursor.To connect, either use click or add the following to your :here for a one-click setup.cursor/mcp.jsonOnce added, Cursor will prompt you to log in with your Vercel account.Read

MCP UI は Model Context Protocol (MCP) を拡張して、AI エージェントがインタラクティブな UI コンポーネントを返すことを可能にする仕組みです。これにより、AI エージェントとのチャットの返答としてグラフや画像ギャラリー、購入フォームなどを表示できます。この記事では MCP UI の SDK を利用して、AI エージェントがインタラクティブな UI コンポーネントを返す方法を試してみます。

To horizontally center an element and limit it’s width, this is easily the most common approach: That could still touch the edges of a parent container though, so if need to enforce some spacing, we’d probably do that on a parent. There is no real problem with that, but we can smash it all into […]

Discover practical ways GitHub Copilot streamlines code reviews, pull requests, and daily engineering tasks with real prompts, examples, and workflow tips from our engineering team.The post How to use GitHub Copilot to level up your code reviews and pull requests appeared first on The GitHub Blog.

npm now supports Trusted Publishing with OIDC, enabling secure package publishing directly from CI/CD workflows without relying on long-lived tokens.

Get advice answering a set of 10 CSS-related questions you likely will encounter in front-end interviews.How to Prepare for CSS-Specific Interview Questions originally published on CSS-Tricks, which is part of the DigitalOcean family. You should get the newsletter.

Workers KV is Cloudflare's global key-value store. After the incident on June 12, we re-architected KV’s redundant storage backend, remove single points of failure, and make substantial improvements.

Zapier is the leading AI orchestration platform, helping businesses turn intelligent insights into automated actions across nearly 8,000 apps. As AI tools and agents become more capable, Zapier provides the connective tissue to operationalize them, bridging the gap between decision and execution. extends this capability to partners. It enables SaaS and AI companies to embed Zapier’s automation engine directly into their products without needing to build or maintain thousands of integrations in-h

We’ve improved the metrics search and navigation experience in Vercel Observability, making it faster and easier to build .custom queriesYou can now:These updates are available now for all teams with .Observability Plus or learn more about and .Try it outObservabilityObservability PlusRead moreQuickly find metrics by typing partial names or common abbreviations like for "time to first byte"TTFBBrowse all available metrics for an event in a side-by-side viewUse keyboard shortcuts for faster navig

Team owners and members can now upgrade all projects using Node.js 18 or earlier to Node.js 22 with one click in the Vercel Dashboard.This updates the . If your project also defines a version in , you'll need to update it manually. Existing deployments are not affected.Node.js version in project settingspackage.json View and upgrade deprecated Node.js projects now.Read more

Vercel now supports the package manager for builds with zero configuration in builds. vltStarting today, Projects that contain a file will automatically run as the default using .vlt-lock.jsonvlt installvltInstall Command requires node to run and is only available in the modern .vlt20.xbuild imageLearn more about .package manager support on VercelRead more

Internationalization isn’t just translation. It’s about formatting dates, pluralizing words, sorting names, and more, all according to specific locales. Instead of relying on heavy third-party libraries, modern JavaScript offers the Intl API — a powerful, native way to handle i18n. A quiet reminder that the web truly is worldwide.

こんにちは。エンジニアの松浦です。 私は現在、フロントエンドエンジニアとしてメディアリストの機能実装やバグ修正を行っています。今回は新UIのメディアリストがリリースされて半年経ち、今までに出てきたフロントエンドのバグやど […]

こんにちは。AI・機械学習チームの氏家 (@mowmow1259)です。 この度エムスリーは7/29から4日間開催された画像の認識・理解シンポジウム MIRU2025​にシルバースポンサーとして協賛させていただきました！ 当日はAI・機械学習チームのメンバーが参加してきました。 この記事ではMIRU2025の参加レポートとして聴講させていただいた発表や当日の様子をご紹介しようと思います！ 会場 MIRUとは 現地で聞くことができた発表 Large Vision-Language Modelの多様な属性に対する公平性の検証 NaiLIA: 多層的な依頼文に基づくネイルデザインのマルチモーダル検索…

Back in March, we published Item Flow, Part 1: a new unified concept for layout, an article about a new idea for unifying flex-flow and grid-auto-flow into a single set of properties under a new item-flow shorthand.

Back in March, we published Item Flow, Part 1: a new unified concept for layout, an article about a new idea for unifying flex-flow and grid-auto-flow into a single set of properties under a new item-flow shorthand.

はじめに こんにちは、FANTECH本部 の 前田 です。 サイバーエージェントでは、AIツールへの ...

HighlightsExplicit resource management support in one-varThe one-var rule now handles variables declared with the using and await using syntax, for example:async function test() { using foo = 1, bar = 2; await using baz = 3, qux = 4;}Copy code to clipboard using and await using declarations are part of the explicit resource management feature introduced in ES2026 JavaScript.Global object access detection in no-restricted-globalsThe no-restricted-globals rule can now catch usages of restricted gl

こんにちは。「カミナシ 教育」というプロダクトを作っているふじはら（@daipresents） です。毎日アイスを3本以上食べてます。 僕は「カミナシ 教育」のサービスチーム（スクラムチームみたいなチーム）でマネジメントを担当していますが、それ以外ではダブルワークでアジャイルコーチとしていろんな企業の開発支援も行っています。 カミナシでは各チームが自律して動くことを求められ、それぞれが試行錯誤しながらがんばっています。なので、カミナシではあんまりアジャイルコーチの仕事はしていないのですが、自分のチームを俯瞰して見ていると、自然とアジャイルな見積もりと計画づくりをしていないことに気がつきました。…

Learn how the Model Context Protocol (MCP) handles authentication and authorization using OAuth 2.1 and API keys. This guide covers common patterns, security considerations, current limitations, and how to build a standards-compliant MCP server.

Find out what causes slow loading websites, how to identify page load problems, and what optimizations have the biggest impact to solve your page speed problems.

はじめに みなさんこんにちは。 AmebaLIFE事業本部でAmebaブログのバックエンド開発を担当 ...

はじめに LegalOn Technologiesが提供する「LegalOn: World Leading Legal AI」は、契約書ドラフト・レビューや案件の管理、法務相談まで、法務業務をワンストップで支援する革新的なサービスです。リリースから1年半、企画開始から約2年半が経った今、プロジェクト立ち上げの背景、開発の進め方、これまでの振り返りや今後の展望、さらには技術面での学びまでを、全9回にわたるブログシリーズとしてお届けしていきます。 前回の記事では、2022年末に始まった製品戦略プロジェクトの背景と「LegalOn」誕生の経緯を、CEOの角田とCPOの谷口へのインタビューを通じて紹介…

The role of junior developer is evolving. If you're at this stage in your career, here's how to keep up and stand out.The post Junior developers aren’t obsolete: Here’s how to thrive in the age of AI appeared first on The GitHub Blog.

A RubyGems malware campaign used 60 malicious packages posing as automation tools to steal credentials from social media and marketing tool users.

Learn how Git worktrees enable parallel development with AI agents, eliminating context switching in your workflow.

At JetBrains, we are committed to delivering the best technologies to professional developers. We support multiple LLM providers across our AI products to ensure you have access to the right tools for your needs and the freedom to choose the ones you prefer. Today, we’re excited to announce that the latest model from OpenAI, GPT-5, […]

The CNA Scorecard ranks CVE issuers by data completeness, revealing major gaps in patch info and software identifiers across thousands of vulnerabilities.

You can get your hands on ranges of text in JavaScript, then apply a named "highlight" on them, so you can style that range in CSS with no other selector necessary.

At Vercel, we're building the platform that delivers every pixel and token, and powers every frontend, backend, and agent on the web. With more than 4M weekly active domains and 115B weekly requests served by Vercel, the most forward-thinking teams are choosing Vercel’s AI Cloud to deliver fast, secure, full-stack applications with zero friction, infinite scale, and complete developer freedom. in the 2025 Gartner® Magic Quadrant™ for Cloud Native Application Platforms. We believe that this recog

The GPT-5 family of models, released today, is now available through and in production on . Thanks to OpenAI, Vercel has been testing these models over the past few weeks in v0, Next.js, AI SDK, andAI Gatewayv0.dev Vercel Sandbox.From our testing, GPT-5 is noticeably better at frontend design than previous models. It generates polished, balanced UIs with clean, composable code. Internally, we’ve already started using GPT-5 for Vercel's in-dashboard Agent and for . GPT-5 shows strong performance

You can now access GPT-5, GPT-5-mini, and GPT-5-nano by , models designed to push the frontier of reasoning and domain expertise, using Vercel's with no other provider accounts required. OpenAIAI GatewayAI Gateway lets you call the model with a consistent unified API and just a single string update, track usage and cost, and configure performance optimizations, retries, and failover for higher than provider-average uptime.To use it with the , start by installing the package:AI SDK v5Then set the

Recently, I found myself working with generated types for API requests and responses based off an OpenAPI schema. Using TypeScript’s conditional types, my fetch logic could automatically infer appropriate parameters and response types based on the path I was calling and the HTTP method I was using, which is very cool indeed. I tried looking it up in the documentation to read a bit more about it, but found they didn’t actually go into that much detail about inferring types like this, so I thought

プレイドで2ヶ月間エンジニアインターンに挑戦した学生の体験記。Vue.jsでのUI改善・刷新からBigQueryを活用したバックエンド開発まで、幅広い技術領域で学んだ実務経験と成長の記録を詳しく紹介します。

AI is transforming the way we work. There are immense opportunities for automation, intelligent decision-making, and productivity gains. This transformation is a tremendous opportunity, but it also comes with tremendous responsibility, especially when security is involved. For example, AI systems can now act on behalf of users, access sensitive data across tools, and make decisions without oversight, all of which have security implications.Building AI you can trustOne broader principle we embrac

We're proud to launch OpenTelemetry. Learn how to use AppSignal's monitoring and observability toolkit to level up your app's performance.

STORES ブランドアプリチームで iOS エンジニアをしている榎本 ( @enomotok_ )です。 STORES ブランドアプリは、オーナーさんが自分のお店専用のアプリを作成できるサービスです。そのため私たちのチームでは、各オーナーさんのアプリを日々定期的にアップデート・リリースしています。現在運用しているアプリは数十個にのぼり、それぞれが異なるオーナーさんの App Store Connect の“組織”に紐づいているため、開発者証明書はアプリごとに存在します。 複数の開発者証明書を管理していると、全ての有効期限を管理するのは困難です。今回は、 fastlane match *1 の…

A guide for SaaS teams facing synthetic identity, deepfake, and account abuse risks. Learn how AI-driven fraud is reshaping digital security, and how WorkOS Radar enables real-time detection and prevention before damage is done.

はじめに こんにちは！LegalOn Technologiesでプロダクトマネージャーを務めている天野です。 CTOオフィスの時武が、先日以下のブログで宣言した通り、私たちはAI駆動開発を取り入れて日々プロダクト開発に取り組んでいます。 tech.legalforce.co.jp 今回は開発だけでなく、プロダクトマネージャーの視点からCursorをどう活用しているか、リアルな事例をシェアしたいと思います！ 世の中にはたくさんの素晴らしい活用例がありますが、正直なところ、AIツールは期待通りに動かないこともしばしば…あると思います。 成功事例ばかりではなく、私たちが実際に直面している「理想と現実…

Safari Technology Preview Release 225 is now available for download for macOS Tahoe and macOS Sequoia.

Safari Technology Preview Release 225 is now available for download for macOS Tahoe and macOS Sequoia.

Take a deep dive into some vulnerabilities in Go applications and understand how SonarQube Cloud helps developers detect and mitigate them during the development cycle.

Two npm packages masquerading as WhatsApp developer libraries include a kill switch that deletes all files if the phone number isn’t whitelisted.

Socket uncovered 11 malicious Go packages using obfuscated loaders to fetch and execute second-stage payloads via C2 domains.

The whole point of auto-fit and auto-fill is that you aren't saying how many columns to use. But if you knew how many the browser chose, you can make nice design decisions.

OSSTech版 OpenLDAPの EC2 Image Builder でのAMI構築方法 概要 弊社では、OpenLDAPのパッケージ提供は行っておりますが、仮想マシンイメージやDockerイメージでの提供は行っておりません。 今回は、Amazon EC2で利用する際にAMI化した状態でサービスを稼働させるための手順をご紹介します。前提 OpenLDAPは、ユーザー情報やパスワード等のユーザーデータを書き込むディレクトリサーバーです。AMIにデータ投入は行わない AMI作成時にデータを投入していると、起動したタイミングと運用開始後で差分が生じるため、マシンイメージに事前にデータ投入を行うことはできません。 今回作成するAMIでは、LDAPサーバにはデータが投入を行われていない状態で作成します。AMI起動時の別サーバからのレプリケーション OpenLDAPは、他LDAPサーバからのデータレプリケーションに対応しています。 特定のOpenLDAPサーバでのみ問題が発生した場合は、該当のOpenLDAPサーバを停止し、データ投入が行われていない状態のイメージを起動しなおし、他サーバに存在

Parallax is a pattern in which different elements of a webpage move at varying speeds as the user scrolls, creating a three-dimensional, layered appearance. It once required JavaScript. Now we have scroll-driven animations in CSS, which is free from the main-thread blocking that can plague JavaScript animations.Bringing Back Parallax With Scroll-Driven CSS Animations originally published on CSS-Tricks, which is part of the DigitalOcean family. You should get the newsletter.

Today, we're launching the , now in . Vercel MCP is a secure, OAuth-compliant interface that lets AI clients interact with your Vercel projects.official Vercel MCP serverPublic BetaAI tools are becoming a core part of the developer workflow, but they've lacked secure, structured access to infrastructure like Vercel. With , supported tools like and can securely access logs, docs, and project metadata directly from within your development environment or AI assistant.Vercel MCPCursorClaudeRead more

support is now available in . Microfrontends allow you to split large applications into smaller ones so that developers can move more quickly.MicrofrontendsPublic BetaThis support lets teams and large apps build and test independently, while Vercel assembles and routes the app into a single experience. This reduces build times, supports parallel development, and enables gradual legacy migration.Developers can use the to iterate and test their apps independently, while navigations between microfr

is a new open source library of customizable React components for building interfaces with the Vercel AI SDK.AI ElementsBuilt on , it provides full control over UI primitives like message threads, input boxes, reasoning panels, and response actions.shadcn/uiFor example, you can use from the to manage state and streaming, and render responses using AI Elements.useChatAI SDKTo install the components, you can initialize with , and pick your components, import them, and start building.our CLI and st

In this post, I describe how your business can assess whether a system is ready for modernisation and, if so, how to set your project up for success. I then explain why, in most cases, you’ll probably want to take an incremental approach rather than replacing the old system in one fell swoop. I end by providing an example of one of the ways your business can do this – by using Event-Driven Architecture.

Design systems are more than style guides: they’re made up of workflows, tokens, components, and documentation — all the stuff teams rely on to build consistent products. As projects grow, keeping everything in sync gets tricky fast. In this article, we’ll look at how smart tooling, combined with automation where it makes sense, can speed things up, reduce errors, and help your team focus on design over maintenance.

Managing dependencies in complex JavaScript projects just got easier. vlt now offers Graph Modifiers, a new way to take precise control of your dependency graph.

Discover AI prompt templates and strategies tailored for developers. Learn how to write better prompts and boost your coding productivity.

Discover the features that are coming to Chrome in the latest beta release.

TC39 advances 11 JavaScript proposals, with two moving to Stage 4, bringing better math, binary APIs, and more features one step closer to the ECMAScript spec.

はじめに はじめまして。2025年7月1日からエムスリーテクノロジーズに入社した永江 (@yukinagae)です。 今回のキャリアでざっくり10社目。医療・金融・教育などの多様な業種、数人のスタートアップからSIerまで様々な形態・規模の会社でエンジニアとして経験を積んできました。 そんな私が今回選んだのがエムスリーでした。しかも「出戻り」です。 10社近い会社を渡り歩いてきた中で、最も働きやすく、刺激的なエンジニアリングができたのはエムスリーでした。 このブログでは、なぜ私が再び戻る決断をしたのか、そしてエムスリー/エムスリーテクノロジーズのどんな点に魅力を感じたのか、私の経験を交えて紹介…

It’s difficult for organizations to stay secure, compliant, and efficient in an ever-expanding SaaS landscape. Every time an employee joins or leaves the company, or a software vendor is added or removed, IT and security teams must grant and revoke permissions, so the right people have access to the right tools. A mistake in this process could allow an offboarded employee to maintain access to sensitive data years after they left the company, so the stakes are high.To manage this process, compan

Let's build and optimize a Flask app for deployment to Render using Docker.

Introducing Redprints CFP, an open source CFP management application built for the SF Ruby Conference with Rails and Inertia.js.

Learn how to leverage Model Context Protocol’s six core features to build secure and scalable AI applications.

はじめに こんにちは！株式会社タップル技術本部でAIチームのリーダーをしている坂上（@tosaka0 ...

はじめに はじめまして、AI事業本部 極AIでML/DSエンジニアをしている吉原です。 サイバーエー ...

OpenAI’s newest open-source models are now available on Cloudflare Workers AI on Day 0, with support for Responses API, Code Interpreter and Web Search (coming soon).

Discover how Workspace Graph in Nx Cloud reveals dependencies across your entire organization. See code structure and connections between repositories without cloning, installing, or switching contexts.

This is like one of those weirdly difficult quizzes about CSS. If you’ve got a <p> element sitting there in a totally normal basic HTML layout, then this CSS: What color does the <p> render as? It’s blue. You might think it’s green, as the value blah is an invalid color. If the CSS had… […]

As development velocity accelerates, so does the potential for introducing subtle bugs and new security vulnerabilities.

We significantly sped up our privacy proxy service by fixing a 40ms delay in "double-spend" checks.

You can now access , a new model released today, using Vercel's with no other provider accounts required. This release from Anthropic improves agentic task execution, real-world coding, and reasoning over the previous Opus 4 model.Claude Opus 4.1AI GatewayAI Gateway lets you call the model with a consistent unified API and just a single string update, track usage and cost, and configure performance optimizations, retries, and failover for higher than provider-average uptime.To use it with the ,

You can now access gpt-oss-20b and gpt-oss-120b by , open-weight reasoning models designed to push the open model frontier, using Vercel's with no other provider accounts required.OpenAIAI GatewayAI Gateway lets you call the model with a consistent unified API and just a single string update, track usage and cost, and configure performance optimizations, retries, and failover for higher than provider-average uptime.To use it with the , start by installing the package:AI SDK v5Then set the model

Talking points. Smart questions. A compelling story. This guide helps you prepare for your UX job interview. And remember: no act of kindness, however small, is ever wasted.

Version 24 version introduces several new language features which collectively simplify code, and provide powerful tools for bytecode manipulation and advanced stream processing.

前提本記事は以下の公式ページの補足として、実践的な注意点とポイントに絞って紹介します。なお、公式ページは定期的に更新されていることを確認しているため、最新の情報は公式ページを参照することをおすすめします。https://help.figma.com/hc/ja/articles/32132100833559-Dev-Mode-MCPサーバー利用ガイド 利用前の確認事項Devまたはフルシートのライセンスが必要Figmaデスクトップアプリの起動が必須（ブラウザ版は不可）GitHub Actions等のCI/CD環境では利用不可設定メニューは以下のFigmaアイコンから...

While developing a website or an app, you’ll encounter loads of technical challenges that need to be solved – from how to code the functionality to how to host it. Delivering even a simple to-do app requires a hefty technology stack, a team of professionals, and hours of testing and maintenance. This is the reason […]

The big pull requests keep on landing here at Piccalilli. This time, it's our article view that has had a thorough re-work.The old article view was nice, sure, but it let us down in the following ways:All the author info was at the top at larger viewportsAdvertising was easy to miss (as reported by our readers in the survey)Content pushed out to the left was slightly awkward to readWe feel like we've fixed all of that with our new layout.This re-work is something that's been on our radar almost

先日公開した記事「Passkey認証の実装ミスに起因する脆弱性・セキュリティリスク」では、「8. Non Discoverable Credentialのフローとの混在」において、StrongKey FIDO Serverのアカウント乗っ取りが可能な脆弱性について言及しました。StrongKey FIDO Serverはオープンソースで提供されているFIDOサーバー製品です。この脆弱性は、様々なセキュリティ的利点を持つPasskey認証であっても、実装ミスによって脆弱になり得るということを示しています。本記事では、この脆弱性がソースコードレベルでどのような問題を含み、どのように修正されたのかを詳しく解説します。

Squircles and custom functions come to CSS, and on-device speech recognition to the Web Speech API.

Let's explore the fundamentals of stack traces in Elixir, how to read and interpret them, and some best practices for debugging and error handling.

We share what have we learned creating PostCSS and the huge ecosystem around it. Get 8 key lessons from Andrey Sitnik, creator of PostCSS.

Learn the difference between MFA and SSO, why they’re not interchangeable, and how using both creates seamless and secure enterprise access management.

Learn how to use Safari's developer tools to debug your website on Mac OS and iOS.

A row of logos that animate forever perfectly and don't have any duplicated HTML or JavaScript at all is quite a trick. Thanks modern CSS!

Learn how to integrate AI features with GitHub Models directly in GitHub Actions workflows.The post Automate your project with GitHub Models in Actions appeared first on The GitHub Blog.

Today, I want to discuss a couple of patterns for naming color palettes that the community is using, and how I propose we can improve, so we achieve both flexibility and beauty.Thinking Deeply About Theming and Color Naming originally published on CSS-Tricks, which is part of the DigitalOcean family. You should get the newsletter.

Perplexity is repeatedly modifying their user agent and changing IPs and ASNs to hide their crawling activity, in direct conflict with explicit no-crawl preferences expressed by websites.

Vibe coding has changed how software gets built. Tools like make it possible to turn ideas into working prototypes in seconds. Anthropic's CEO predicts . Adoption is accelerating fast, and for many builders, we're already there.v090% of code will be AI-generated in 3-6 monthsBut here's the uncomfortable truth: The faster you build, the more risk you createLast week, a viral app . This wasn’t a hack or advanced malware. It was caused by default settings, misused variables, and the absence of guar

Observability Plus users can now choose between line charts, volume charts, tables, or a big number when visualizing data returned by . Both the queries and their visualization settings can be saved to shareable notebooks.queriesThis update replaces fixed presets with customizable controls and is available now at no extra cost for teams on Observability Plus. or learn more about and .Try it outObservabilityObservability PlusRead more

Vercel's is now live at in Public Beta. This server providing a remote interface with OAuth-based authorization for AI tools to securely interact with your Vercel projects.official MCP (Model Control Protocol) servermcp.vercel.comThe server integrates with AI assistants, such as Claude.ai, Claude Code and Claude for desktop, and tools like VS Code, to:Vercel MCP fully implements the latest and specifications for enhanced security and performance.MCP AuthorizationStreamable HTTPThis update enhanc

The White House's "America's AI Action Plan" aims to accelerate innovation, but for software development, speed must not compromise security. Nathan Jones, VP of Public Sector at Sonar, explores the recently published plan, risks of AI-generated code, and explains how static analysis tools help ensure AI adoption is both fast and secure.

In the course of building a new system for a client over the past year, we evaluated and selected a couple of commercial software products to use as components of that system. In this post, I’ll share some observations and thoughts which may be of interest or help you with your next selection.

本記事は、チームのAIツール利用状況を可視化するOSS「tosage」を紹介し、データに基づいた生産 ...

そこで今回は、多く存在する LLM エージェント Observability 基盤を網羅的に紹介して ...

From individual pixels to fully decoded images on your screen, raw pixel data gets transformed, compressed, and efficiently delivered. Learn about the techniques and optimizations that shrink image information without any perceivable loss in quality.

For RSS readers: This article contains interactive content available on the original post on leanrada.com.This post is about how I made the GitHub heatmap widget on my site.Here’s the raw, live WebComponent <gh-contribs> by the way:Interactive content: Visit the post to interact with this content.Alternative name: Gh ContribsScraping the dataFirst, I had to scrape the heatmap data. I don’t know if there’s a proper API, but I found an endpoint that renders an HTML partial of what I wanted.As far

How to get the most out of select, sprinkled with some TypeScript tips.

JSON.stringify is a core JavaScript function for serializing data. Its performance directly affects common operations across the web, from serializing data for a network request to saving data to localStorage. A faster JSON.stringify translates to quicker page interactions and more responsive applications. That’s why we’re excited to share that a recent engineering effort has made JSON.stringify in V8 more than twice as fast. This post breaks down the technical optimizations that made this impro

Discover why the decades-old SAML protocol remains indispensable for enterprise SSO and federation, how it compares to modern OpenID Connect, and what the future of identity federation holds.

ChatGPT’s release in late 2022 marked the beginning of the large language model era. But 2024 brought a quieter, more technical shift: the rise of reasoning LLMs. Two years later—how is it actually going?

はじめに こんにちは。株式会社LegalOn TechnologiesでSoftware Engineer（Frontend）として働いている川島です。 突然ですが、組織が急成長するに伴ってメンバーの多様性が増し、以前のような阿吽の呼吸が通用しなくなったり、価値観や考え方の食い違いによる衝突が頻発した際にどう対処したらいいかわからなかったり…。こうした課題に直面している企業は多いのではないでしょうか。 私たちLegalOn Technologiesにおいても、開発組織のメンバーが2025年7月現在で200名を超え、上記の課題に直面しています。この課題を乗り越え、全員が同じ方向を向いて開発に邁進…