📰 Daily Tech Digest

Introducing the AI Gateway

Note : This blog is outdated, please reference this page for the latest information or read the docs here . The Vercel AI Gateway is now available for alpha testing. Built on the AI SDK 5 alpha , the

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Age verification isn't sage verification when it's inside operating systems

Toothbrushes, Turing and the truth give the lie to California’s legal lunacy Opinion There are two ways to look at the California Assembly Bill 1043, known as The Digital Age Assurance Act or DAAA. On

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KubeCon + CloudNativeCon Europe 2026 Co-located Event Deep Dive: Open Sovereign Cloud Day

Open Sovereign Cloud Day arrives at a moment when digital sovereignty has moved from an abstract policy conversation to an urgent, practical engineering priority—especially across Europe. As cloud nat

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LiteLLM server now supported on Vercel

You can now deploy LiteLLM server on Vercel, giving developers LLM access with an OpenAI-compatible gateway connecting to any supported provider, including Vercel AI Gateway. To route a single model t

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今更ですが、Claude Codeで、ミュージックプレイヤーみたいなものを作ってみた

生成AI使っていますか？ がく＠ちゅらデータエンジニアです。 昨今、生成AIを使っての開発ってのは、かなりかなり浸透してきて、生成AIがないと話にならん！な状況になりつつあると思います。 全然使わないまんまじゃまずいなぁーーと思い、業務でも色々取り入れて試行錯誤してるところです。 朝、ふと思いついた いつも通り、下娘を幼稚園に送り、帰りにYoutubeMusicでアニソンを聴きながら帰ってきたとき

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My Journey to a reliable and enjoyable locally hosted voice assistant (2025)

Article URL: https://community.home-assistant.io/t/my-journey-to-a-reliable-and-enjoyable-locally-hosted-voice-assistant/944860 Comments URL: https://news.ycombinator.com/item?id=47398534 Points: 404

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AirPods Max 2

Article URL: https://www.apple.com/airpods-max/ Comments URL: https://news.ycombinator.com/item?id=47398681 Points: 306 # Comments: 517

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Apple’s MacBook Neo turns out to be its most repairable lappy in 14 years

iFixit opens Apple’s budget system, discovers something missing from MacBooks: replaceable components Apple's latest MacBook may be cheap, but it also comes with something modern MacBooks haven't offe

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Anthropic makes a pricing change that matters for Claude’s longest prompts

Anthropic announced Friday that the 1-million-token context window for Claude Opus 4.6 and Claude Sonnet 4.6 is now generally available, with standard pricing replacing the premium long-context rates

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Apple announces the AirPods Max 2 with improved noise cancelation and H2 chip

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Presentation: Image Processing for Automated Tests

Stefan Dirnstorfer discusses the shift from DOM-based testing to visual UI agents. He explains why LLMs often fail at precision tasks - like spotting one-pixel shifts or broken road networks - and sha

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Why AI workloads are breaking traditional Kubernetes observability strategies

For most platform engineering and ITOps teams, the ability to orchestrate containerized workloads at scale has transformed development organizations. But the dynamic nature of K8s , with constantly sh

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DoorDash Builds DashCLIP to Align Images, Text, and Queries for Semantic Search Using 32M Labels

DoorDash has launched a multimodal machine learning system that aligns product images, text, and user queries in a shared embedding space. Trained on 32 million labeled query-product pairs using contr

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GitHub Actions 互換のローカルタスクランナーを作った

TL;DR - ローカル実行できる GitHub Actions Runner GitHub Actions のワークフローをローカルで実行するツール actrun を作りました。 https://github.com/mizchi/actrun MoonBit で書いてクロスコンパイルしてるので、 npx, native, docker いずれでも使えます。 # npx（インストール不要） np

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Tech companies are teaming up to combat scammers

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NVIDIA GTC 2026: Live Updates on What’s Next in AI

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How to find and cancel your unused subscriptions

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ちいさくはじめる Nix

Nix に興味があるけど、何から始めたらいいかわからない人のための入門書です。 Homebrew など従来のパッケージ管理の状態から少しずつ Nix 管理に置き換えていく方法を解説します。 Nix を活用するのに必要な知識を体系的にまとめるのを目的としています。 本書は下記レポジトリで公開しています。 https://github.com/ryuryu333/zenn-contents/tree/

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OpenAI's adult mode reportedly won't generate pornographic audio, images or video

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Turning Off the Tap: The Case for Seawater Cooling in Data Centers

Seawater cooling offers a sustainable solution for data centers, reducing reliance on freshwater while addressing growing environmental concerns.

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US Job Market Visualizer

Article URL: https://karpathy.ai/jobs/ Comments URL: https://news.ycombinator.com/item?id=47400060 Points: 473 # Comments: 343

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データセンターが武力紛争時の攻撃目標になる時代。中東の武力紛争で両陣営ともにデータセンターを狙った攻撃を実行

日本時間3月1日に行われた米国とイスラエルによるイランへの攻撃開始から約2週間が経過した中東における武力紛争は、データセンターが明確な攻撃目標としてクローズアップされた歴史上初めての武力紛争になりました。 この紛争における両陣営のデータセンター攻撃について、主な出来事を時系列で整理しました。 イランがドローンでAWSデータセンターを攻撃 今回の武力紛争で最初にデータセンターが攻撃を受けたと報告され

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10ZiG Ships Manager v5.5 With Scalability And Performance Updates For Large Thin-Client Fleets

10ZiG Technology has released 10ZiG Manager v5.5, positioning it as a foundational refresh for enterprise-scale thin-client management. The company says the release targets environments managing hundr

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Meta, Nebius Sign $27B Deal to Power Nvidia Vera Rubin Deployments

The five-year agreement would expand Nebius’s AI cloud footprint as hyperscalers race to secure next-generation GPU capacity.

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GitHub for Beginners: Getting started with GitHub Actions

Welcome back to our ongoing GitHub for Beginners series, now in its third season! Our previous episode was the first of the season, and we talked about getting started with GitHub Issues and Projects

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NVIDIA GTC 2026 Keynote Live Coverage

It is that time of the year again. No, not Christmas (unless you are an AI developer, at any rate), but rather NVIDIA’s annual GTC conference for all things NVIDIA. As has become an annual tradi

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Show HN: Claude Code skills that build complete Godot games

I’ve been working on this for about a year through four major rewrites. Godogen is a pipeline that takes a text prompt, designs the architecture, generates 2D/3D assets, writes the GDScript, and tests

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Women get data-driven health boost as FA tackles sports science's male bias

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ZutaCore Targets High-Density Blackwell PCIe Servers with Waterless Two-Phase Cooling

ZutaCore has introduced OmniTherm, a cold plate that allows for waterless two-phase cooling for servers equipped with NVIDIA 6000 Blackwell Server Edition GPUs in a single-slot PCIe form factor. The s

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QCon London 2026: The Hidden Power of Boring Problems

At QCon London 2026, Yinka Omole, Lead Software Engineer at Personio, presented a session exploring a recurring dilemma engineers face, whether to spend time mastering the newest technologies and fram

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Encyclopedia Britannica sues OpenAI for copyright and trademark infringement

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The American Healthcare Conundrum

Article URL: https://github.com/rexrodeo/american-healthcare-conundrum Comments URL: https://news.ycombinator.com/item?id=47401809 Points: 449 # Comments: 475

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The “small web” is bigger than you might think

Article URL: https://kevinboone.me/small_web_is_big.html Comments URL: https://news.ycombinator.com/item?id=47401879 Points: 495 # Comments: 203

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Lego Batman: Legacy of the Dark Knight's release date moves up a week

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Apple acquires popular video editing software company MotionVFX

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Anthropic doubles Claude usage outside peak hours — but it won’t last forever

AI labs keep searching for ways to pull developers deeper into their ecosystems. The latest move comes from Anthropic , which says it will double  the usage limits for its Claude assistant during

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QCon London 2026: How To Run on Three Clouds at Once, and When Not To

Form3 runs UK bank payments across three clouds simultaneously. At QCon London, their engineers explained how they built their custom Kubernetes operators, cross-cloud DNS tricks, and distributed data

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Meta’s renewed commitment to jemalloc

https://github.com/jemalloc/jemalloc Comments URL: https://news.ycombinator.com/item?id=47402640 Points: 478 # Comments: 218

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Cursor built a fleet of security agents to solve a familiar frustration

Cursor ‘s security team has built a fleet of AI agents that continuously monitor and secure the company’s codebase, and it is releasing the templates and Terraform behind them so other sec

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Corsair MP700 MICRO 4TB Review: PCIe Gen5 Performance in a Compact 2242 SSD

The Corsair MP700 MICRO 4TB SSD delivers next-generation storage bandwidth in a more compact form factor. Built around the compact M.2 2242 form factor using a PCIe Gen5 x4 interface, this drive is de

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Samsung ends Galaxy Z TriFold sales three months after launch

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Palestinian boy, 12, describes how Israeli forces killed his family in car

Article URL: https://www.bbc.com/news/articles/c70n2x7p22do Comments URL: https://news.ycombinator.com/item?id=47402950 Points: 1167 # Comments: 358

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Judge rules that Krafton must rehire fired Subnautica director

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Standing up for the open Internet: why we appealed Italy’s "Piracy Shield" fine

At Cloudflare, our mission is to help build a better Internet. Usually, that means rolling out new services to our millions of users or defending the web against the world’s largest cyber attacks. But

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Google Open-Sources the Common Expression Language for Python

Google has open sourced CEL-expr-python, a Python implementation of the Common Expression Language (CEL), a non-Turing complete embedded policy and expression language designed for simplicity, speed,

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Nvidia slaps $20B Groq tech into massive new LPX racks to speed AI response time

GPUzilla's $20B acquihire paves to way to AI agents that halucinate faster than ever GTC Nvidia will use Groq's language processing units (LPUs), a technology it paid $20 billion for, to boost the inf

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NVIDIA claims DLSS 5 will deliver 'photoreal' image quality with AI this fall

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Nvidia powers further into the CPU market with new rack systems packing 256 Vera processors

The cubicals of the agentic AI age are cores GTC Intel and AMD take notice. At GTC on Monday, Nvidia unveiled its latest liquid-cooled rack systems. But unlike its NVL72 racks, this one isn't powered

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AgentClick

A rich web UI layer for AI agent interactions — human-in-the-loop, click-to-edit, preference learning. Built for Claude Code, CodeX and OpenClaw. (5 mentions)

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Samsung bets this island startup can tame the grid with software and batteries

GridBeyond's hardware and software coordinates several gigawatts of supply and demand to help balance the flow of electricity on the grid. The idea has attracted investors like Samsung Ventures.

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NVIDIA DSX Air Boosts Time to Token With Accelerated Simulation for AI Factories

Setting up AI factories in simulation — decreasing deployment time from months to days — is accelerating the next industrial revolution. Nowhere was that more apparent than at GTC 2026, in San Jose, w

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xAI is being sued by teens who say Grok created CSAM using their photos

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Nvidia’s NemoClaw is OpenClaw with guardrails

At its annual GTC conference, Nvidia on Monday announced the Nvidia Agent Toolkit, which brings together open models, runtimes, open skills, and blueprints to build long-running, secure, and performan

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Sony's enhanced PSSR upscaling arrives on PS5 Pro today

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Nvidia wraps its NemoClaw around OpenClaw for the sake of security

'OpenClaw is the operating system for personal AI,' insists Nvidia CEO gtc In Pixar's Toy Story, a trio little green aliens explain, "The claw chooses who will go and who will stay." The claw in that

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Nvidia brings together AI labs to build the next generation of open base models

Nvidia on Monday announced the Nemotron Coalition at its GTC conference. This new coalition of AI labs will pool expertise, data, and evaluations to build shared base foundation models, with Nvidia ha

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Dell’s AI story electrified by Lightning

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CoreWeave Expands AI Cloud with Nvidia B300 as Inference Demand Surges

The AI cloud provider is pairing next-gen GPU infrastructure with new development tools aimed at accelerating the shift from model training to production-scale AI.

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Memories AI is building the visual memory layer for wearables and robotics

Memories.ai is building a large visual memory model that can index and retrieve video-recorded memories for physical AI.

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Everpure Aligns FlashBlade//EXA with NVIDIA AI Factory Architectures, Previews Data Stream

Everpure is aligning its FlashBlade//EXA platform with NVIDIA’s evolving AI Factory architectures while previewing a new automation layer called Everpure Data Stream. The announcement extends Evergree

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Dell Expands Professional Workstation Portfolio with New Precision and Pro Max Systems

Dell Technologies has introduced a broad refresh of its professional workstation lineup, spanning large tower systems, mobile workstations, and AI-focused developer systems. The announcement includes

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NVIDIA GTC 2026: Rubin GPUs, Groq LPUs, Vera CPUs, and What NVIDIA Is Building for Trillion-Parameter Inference

At GTC 2026 in San Jose, NVIDIA CEO Jensen Huang delivered a keynote outlining the company’s next-generation AI infrastructure platform and a sweeping set of announcements spanning silicon, systems, s

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Roche Scales NVIDIA AI Factories Globally to Accelerate Drug Discovery, Diagnostic Solutions and Manufacturing Breakthroughs

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Warren presses Pentagon over decision to grant xAI access to classified networks

Sen. Elizabeth Warren noted that Grok, xAI's controversial chatbot, has created harmful outputs for users and poses a potential national security risk.

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Leanstral: Open-source agent for trustworthy coding and formal proof engineering

Lean 4 paper (2021): https://dl.acm.org/doi/10.1007/978-3-030-79876-5_37 Comments URL: https://news.ycombinator.com/item?id=47404796 Points: 667 # Comments: 159

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【クローズアップ】 パナソニックが3カテゴリーで推進する変革への取り組み「PX」の現在地を追う

パナソニックグループの企業変革プロジェクト「PX（Panasonic Transformation）」の進捗状況について、パナソニック ホールディングス 代表取締役 副社長執行役員 グループCIO兼グループCTROの玉置肇氏が合同取材に応じた。

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Jensen Huang just put Nvidia’s Blackwell and Vera Rubin sales projections into the $1 trillion stratosphere

Nvidia CEO Jensen Huang said he expects $1 trillion worth of orders for the chips.

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NVIDIA and Bolt team up for European robotaxis

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Android tablets and foldables are getting a Chrome bookmark bar

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Everpure dives deeper into AI

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Nvidia’s version of OpenClaw could solve its biggest problem: security

Nvidia announced an open enterprise AI agent platform, called NemoClaw, that is built off of viral OpenClaw.

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Akamai、数千基のNVIDIA Blackwell GPUによる分散型AIプラットフォームを構築

米Akamai Technologies（以下、Akamai）は現地時間3日、グローバルな分散型クラウドインフラストラクチャを強化するため、数千基のNVIDIA Blackwell GPUを取得し、クラウドインスタンスとして展開すると発表した。

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🏷 Next.js v16.1.7 リリース

> !NOTE > This release is backporting bug fixes. It does not include all pending features/changes on canary. Core Changes - Cache Components Prevent streaming fetch calls from hanging in dev 891

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🏷 Next.js v15.5.13 リリース

> !NOTE > This release is backporting bug fixes. It does not include all pending features/changes on canary. Core Changes - fix: patch http-proxy to prevent request smuggling in rewrites See: CV

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SAPジャパン、クラウドERP「SAP S/4HANA Cloud Public Edition」の小売業向け製品を国内で提供

SAPジャパン株式会社は16日、小売業向けに設計されたクラウドERP「SAP S/4HANA Cloud Public Edition, retail, fashion, and vertical business」の日本語版を提供開始したと発表した。今回、日本仕様への適合検証が完了し、迅速な導入と価値創出を支援するパブリッククラウド型ERPとして、国内での提供を開始している。

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The Invisible Rewrite: Modernizing the Kubernetes Image Promoter

Every container image you pull from registry.k8s.io got there through kpromo , the Kubernetes image promoter. It copies images from staging registries to production, signs them with cosign , replicate

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富士通、信用金庫向け「SK-Force」に内部API連携機能、「DBplayer」に生成AI連携を追加

富士通株式会社は、信用金庫の業務効率化や収益拡大に貢献するため、多数の信用金庫が利用しているソリューション「Fujitsu 信金-共同センター補完系システム SK-Force（以下、SK-Force）」に内部API連携プラットフォームを組み込むとともに、SK-Forceと連携するソリューション「Fujitsu 汎用帳表システム DBplayer（以下、DBplayer）」に生成AIを連携させ、4月

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US SEC preparing to scrap quarterly reporting requirement

Article URL: https://www.reuters.com/business/finance/us-sec-preparing-eliminate-quarterly-reporting-requirement-wsj-says-2026-03-16/ Comments URL: https://news.ycombinator.com/item?id=47406779 Points

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SEC eyes shift to twice-yearly earnings reports

The SEC is working on a proposal to allow public companies to release earnings reports twice a year instead of quarterly, per the WSJ.

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freee、AIエージェントが従業員からの質問に自動応答する「freee AIヘルプデスク」を提供

フリー株式会社（以下、freee）は16日、AIエージェントが従業員からの質問に自動応答する「freee AIヘルプデスク」を提供開始すると発表した。

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統合認証クラウドサービス「Soliton OneGate」、クライアント証明書を利用者の操作なしで配布できる仕組みを提供

株式会社ソリトンシステムズ（以下ソリトン）は16日、統合認証クラウドサービス「Soliton OneGate」の新版を提供開始すると発表した。新規・トライアルのテナントに対して3月中旬より提供が開始され、既存テナントについては、4月以降に順次アップデートを実施する。

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Boox's new Go E Ink tablet includes a 10-inch display and runs Android 15

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Node.js、仮想ファイルシステムを実装へ

Node.jsのメンテナーであるMatteo Collina氏は2026年3月16日、Node.js向けのユーザーランド仮想ファイルシステム@platformatic/vfsを発表し、あわせてNode.jsのコアに仮想ファイルシステムを統合する予定があることを明かした。

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日立ソリューションズ東日本、プロセス分析で顧客業務の課題解決を促進する「DX羅針盤サービス」を提供

株式会社日立ソリューションズ東日本は16日、ハートコア株式会社が提供するプロセスマイニングツールを活用し、顧客が業務で抱える課題の発見と解決を支援する「DX羅針盤サービス」を提供開始した。

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Every layer of review makes you 10x slower

Article URL: https://apenwarr.ca/log/20260316 Comments URL: https://news.ycombinator.com/item?id=47408205 Points: 410 # Comments: 250

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build-your-own-openclaw

A step-by-step guide to build your own AI agent. (6 mentions)

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Picsart now allows creators to ‘hire’ AI assistants through agent marketplace

Picsart's AI agent marketplace will launch with four agents, then add more agents each week.

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Skyの名刺管理サービス「SKYPCE」、AIによる利用支援や音声検索などの新機能を提供

Sky株式会社は16日、クラウド型名刺管理サービス「SKYPCE」において、2つの新機能「AIアドバイザー」「AI音声検索」を提供すると発表した。

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Kagi Translate now supports LinkedIn Speak as an output language

Article URL: https://translate.kagi.com/?from=en&to=LinkedIn+speak Comments URL: https://news.ycombinator.com/item?id=47408703 Points: 1131 # Comments: 264

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servers

Model Context Protocol Servers (278 mentions)

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QCon London 2026: Behind Booking.com's AI Evolution: The Unpolished Story

Jabez Eliezer Manuel, Senior Principal Engineer at Booking.com, presented “Behind Booking.com's AI Evolution: The Unpolished Story” at QCon London 2026. Manuel discussed how Booking.com has evolved ov

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invox電子帳簿保存、AIに自然言語で読み取りルールを指示できる「読み取りAIエージェント」機能を提供

株式会社invoxは17日、クラウド型文書管理システム「invox電子帳簿保存」において、ユーザーの指示を理解し、各社の業務ルールに合わせて柔軟にデータ化を行える「読み取りAIエージェント」機能を提供開始したと発表した。ベーシックプラン以上のユーザーは、追加料金なしで利用できる。

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三桜工業、「Data Center Trial Field」のDLC配管モデルに製品を実装

三桜工業株式会社は17日、データセンターの次世代冷却技術に関するオープンイノベーション検証施設「Data Center Trial Field」内に新たに構築された「DLC配管モデル」に、同社製品を実装したと発表した。三桜工業は2024年11月の開設当初からData Center Trial Fieldに参画し、各社との協議を重ねながら製品の開発・試作・改良を行っている。

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BBC World Service digital switch backfires as online audience drops

MPs say the Beeb closed broadcast services expecting audiences to migrate online, but digital reach has fallen instead Britain's push to drag the BBC World Service into the digital age hasn't gone qui

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MetaMoJiの施工管理アプリ「eYACHO」、既存システムとの連携で運用管理を自動化する新APIを提供

株式会社MetaMoJiは16日、施工管理アプリ「eYACHO」の機能アップデートを実施すると発表した。既存システムとの連携でeYACHOの運用管理の自動化を実現する「MetaMoJi Cloud APIサービス」などを新たに提供する。

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Denon's DP-500BT turntable combines premium design with Bluetooth streaming for $899

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Switzerland built a secure alternative to BGP. The rest of the world hasn't noticed yet

SCION: Proven in banking and healthcare, slow to spread everywhere else Feature BGP, the Border Gateway Protocol, was not designed to be secure. It was designed to work – to route packets between the

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Hyperscaler Capex Snowballs Toward $700B as Firms Stage AI Builds

Moody’s sees hyperscaler capex nearing $700B as AI demand surges, but companies are pacing data center builds and chip orders to limit overbuild risk.

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Big changes in latest GigaOm Unstructured Data Management Radar report

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Kagi Small Web

Article URL: https://kagi.com/smallweb/ Comments URL: https://news.ycombinator.com/item?id=47410542 Points: 488 # Comments: 135

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Gecko Robotics lands the largest U.S. Navy robotics deal yet

Gecko Robotics inked a five-year deal to help the U.S. Navy monitor and predict needed maintenance on its fleet of ships.

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Big moves in Linux filesystems as new bcachefs lands and KDE adds support for Apple's APFS

Linux still can't mount or read APFS volumes by default ... but that's about to change Linux 7.0 is approaching and there's a new version of bcachefs to go with it… as well as green shoots of support

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Reddit User Uncovers Who Is Behind Meta's $2B Lobbying for Age Verification Tech

Article URL: https://www.gadgetreview.com/reddit-user-uncovers-who-is-behind-metas-2b-lobbying-for-invasive-age-verification-tech Comments URL: https://news.ycombinator.com/item?id=47410870 Points: 78

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smallweb

Kagi Small Web (62 mentions)

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When Kubernetes restarts your pod — And when it doesn’t

A production internals guide verified against Kubernetes 1.35 GA Companion repository: github.com/opscart/k8s-pod-restart-mechanics The terminology problem Engineers say “the pod restarted&#8221

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From monolith to global mesh: How Uber standardized ML at scale

Introduction: the scaling wall In 2015, Uber’s growth was outpacing its infrastructure. As the company evolved from a luxury car service into a global logistics powerhouse, every engineering tea

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QCon London 2026: All Tech Debt is Not Created Equal

Joy Ebertz, Principal Engineer at Imprint, presented at QCon London 2026 a groundbreaking framework for prioritizing technical debt amidst rapid AI-driven code production. By challenging perfectionist

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The Morning After: Apple's surprise AirPods Max refresh

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Senators tell ByteDance to shut down Seedance 2.0 AI video app 'immediately'

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Amazon adds 1-hour and 3-hour delivery options in the US

Amazon Prime subscribers will be charged $9.99 for one-hour delivery and $4.99 for three-hour delivery. If you don't have a Prime subscription, you'll pay $19.99 for one-hour delivery and $14.99 for t

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AI Is Amplifying Software Engineering Performance, Says the 2025 DORA Report

Artificial intelligence is rapidly reshaping the way software is built, but its impact is more nuanced than many organizations expected. The 2025 DevOps Research and Assessment (DORA) report, titled S

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Marshall adds a junior-sized party speaker to its lineup

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Your database is about to become an AI tool. Is it ready?

For 25 years, I’ve watched the database sit behind layers of protection: firewalls, VPNs, connection poolers, role-based access, and even change review boards. We built decades of tooling to mak

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How to make your smartphone last longer

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Iran's 'chosen users' get 'privileged access' despite internet blackout for masses

Civilians relying on Dutch shortwave radio broadcast for outside information Iran's internet blackout is entering day 18, according to monitoring outfit NetBlocks, which says the vast majority of the

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Aqara's Matter-compatible camera promises easier smart home integration

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Vercel Open Source Program: Winter 2026 cohort

In April, we launched the Vercel Open Source Program to give maintainers the resources, credits, and support they need to ship faster and scale confidently. The first group joined through our spring 2

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Dell XPS 16 (2026) review: Return of the king

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Niv-AI exits stealth to wring more power performance out of GPUs

The company raised $12 million in seed funding to measure and manage GPU power surges.

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H&M wants to make clothing from CO2 using this startup’s tech

Rubi has developed an enzymatic process to turn carbon dioxide into cellulose that's ready to be spun into lyocell or viscose.

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Gamma adds AI image generation tools in bid to take on Canva and Adobe

The company's new product, called Gamma Imagine, will let users employ text prompts to create brand-specific assets like interactive charts and visualizations, marketing collateral, social graphics, a

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Why agentic AI stalls in production — and how a control plane fixes it

For SREs, platform engineers, and AI/ML teams, agentic AI makes many promises that are hard to ignore. Autonomous agents that can interact with cloud-native systems, trigger actions, and make decision

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Managed OpenClaw bids to kill hidden token tax on AI agents

Featherless is a serverless platform specialist that provides API-based access to open-source AI models via a supporting infrastructure. The concept is simple: Developers can run AI models without hav

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Snap Decisions: How Open Libraries for Accelerated Data Processing Boost A/B Testing for Snapchat

The features on social media apps like Snapchat evolve nearly as fast as what’s trending. To keep pace, its parent company Snap has adopted open data processing libraries from NVIDIA on Google Cloud s

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GTC Spotlights NVIDIA RTX PCs and DGX Sparks Running Latest Open Models and AI Agents Locally

The paradigm of consumer computing has revolved around the concept of a personal device — from PCs to smartphones and tablets. Now, generative AI — particularly OpenClaw — has introduced a new categor

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QCon London 2026: Your Multi-Cloud Strategy Is a Product Problem — Treat It Like One

JP Morgan Chase engineers Luis Albinati and Surabhi Mahajan argued that multi-cloud complexity can't be solved with engineering alone. Speaking at QCon London, they showed how treating multi-cloud as

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KubeCon + CloudNativeCon Europe 2026 Co-located Event Deep Dive: KyvernoCon

As Kubernetes adoption continues to accelerate across enterprise platforms and AI-driven workloads, organizations increasingly need automated guardrails for security, governance, and compliance. Kyver

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Ofcom sees no need for overhaul in next phase of fiber rollout despite BT domination

Regulator nudges broadband market, hopes competition will turn up in 2031 Ofcom is laying out its pathway for fiber broadband almost everywhere across the UK in five years, but concedes that BT still

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Oppo’s Find N6 might be the foldable of your dreams

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MacBook Neo, AirPods Max 2, iPhone 17e, and everything else Apple announced this month

From a new iPhone to a budget-friendly MacBook, Apple announced a series of new products this week.

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GTC 2026: Nvidia Unveils Vera Rubin AI Platform, Eyes $1T by 2027

Nvidia CEO Jensen Huang debuted a five-rack AI platform with Groq for agentic inference, raised revenue outlook to $1 trillion through 2027, and sketched a path for orbital data centers.

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Apple and Nike team up for a new Powerbeats Pro 2 colorway

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The AI blind spot debt: the hidden cost killing your innovation strategy

In today’s AI rush, I’ve seen even the most disciplined organizations find it nearly impossible to enforce the hard-won lessons of DevOps and DevSecOps into AI adoption. These organization

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Nintendo Switch 2 update adds ‘Handheld Boost Mode’ for original Switch games

Nintendo's latest update for the Switch 2 will upgrade the performance of original Switch games played in handheld mode, as reported earlier by IGN . When you turn on the new Handheld Boost Mode, the

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QCon London 2026: Managing Asynchronous APIs at Scale

At QCon London 2026, Ian Cooper, senior principal engineer at Just Eat Takeaway, discussed managing asynchronous APIs in production, showing how endpoint definitions can drive code generation, schema

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Amazon’s new ‘getitfast’ delivery page lists items you can have in 1 hour

Amazon announced on Tuesday that it's making it easier for users to find products eligible for its 1-hour and 3-hour delivery options with a new "getitfast" page for same-day delivery products availab

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A PlayStation Portal update is adding a 1080p High Quality mode

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Capcom’s next big game explores the horrors of AI

Capcom has been on a hot streak. The Monster Hunter series became a global hit with the launch of Monster Hunter World in 2018 , which became Capcom's best-selling game , while Street Fighter reinvent

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World launches tool to verify humans behind AI shopping agents

As AI agents take the reins for online shoppers, Sam Altman's unconventional startup is looking to expand its verification offerings to support agentic commerce.

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「Java 26」正式リリース。HotSpotの起動高速化、HTTP/3クライアント対応など新機能

オラクルはJavaの最新バージョン「Java 26」正式版のリリースを発表しました。日本時間で今日（2026年3月18日）未明にカリフォルニア州レッドウッドシティで開幕したJavaOne 2026でも、Java 26のリリースが紹介されました。 Java 26 is now available! #Java26 #JDK26 #OpenJDK Download Now: https://t.co/

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Tumblr updated reblogs to function more like tweets and users hate it

The reblog chains were one of the features that Tumblr is best known for. | Illustration: The Verge Tumblr has overhauled its reblogging feature to add new options for interacting with chained posts,

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Starfield is coming to the PS5 and getting a pair of major updates in April

After lots of rumors, it's now official: Bethesda's sci-fi epic Starfield is coming to the PS5. It'll launch on Sony's console on April 7th, and that day will also see the debut of two major updates f

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Gamers are right to be disgusted by NVIDIA's DLSS 5

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Oura enters India’s smart ring market with the Ring 4

Finnish smart ring maker Oura is finally launching in India, taking on local rivals such as Ultrahuman in a relatively young smart ring market that is becoming price-sensitive thanks to an influx of l

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Amazon launches one- and three-hour delivery options in the US

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AI’s ‘boys’ club’ could widen the wealth gap for women, says Rana el Kaliouby

AI investor Rana el Kaliouby warns that if women are shut out of AI funding and leadership, the consequences will be grim.

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The future of code is exciting and terrifying

Suddenly it seems like everyone's a coder . Or, at the very least, like they play one in the Claude Code app. But even for the seasoned pros, the act of software development is changing fast - many pe

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Microsoft appoints a new Copilot boss after AI leadership shake-up

Microsoft is doing another executive shuffle today to reorganize how it engineers its Copilot assistant. Different teams have been working on the consumer and commercial sides of Copilot for years, bu

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Several Sonos audio products got their first 2026 discounts

Amazon’s Big Spring Sale kicks off on March 25th, though some great tech sales are already available. Sonos is one of several companies that has switched on sales for its products, including some that

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Two more EVs for the trash heap: Volvo EX30 and Honda Prologue

The steady stream of news about automakers cancelling or discontinuing electric vehicles continues apace. This week it's Volvo's small, quirky EX30 and Honda's solo electric offering in the US, the Pr

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QCon London 2026: Shipping Constantly with Humans and Beyond at Monzo

At QCon London 2026, Suhail Patel, a principal engineer at Monzo who leads the bank’s platform group, described how the bank has built a developer platform capable of shipping hundreds of changes to p

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OpenAI expands government footprint with AWS deal, report says

OpenAI has reportedly signed a partnership with AWS to sell its AI systems to the U.S. government for classified and unclassified work, marking an expansion beyond its Pentagon deal last month.

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March Madness 2026: How to watch every game of the NCAA basketball tournaments

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Intel announces Core Ultra 200HX Plus CPUs for high-end gaming laptops

Intel has a pair of new flagship CPUs coming to a variety of pricey gaming laptops: the Core Ultra 9 290 HX Plus and Core Ultra 7 270HX Plus. The Arrow Lake Refresh chips sport 24 cores / 24 threads a

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Stryker says it’s restoring systems after pro-Iran hackers wiped thousands of employee devices

The hack, which brought ongoing widespread disruption to the company's operations, is thought to be the first major cyberattack in the United States in response to the Trump administration's war in Ir

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Investing in the people shaping open source and securing the future together

Open source has always been about community. It’s about maintainers who review pull requests late at night. Volunteers who respond to security reports from strangers. And communities that quietl

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Google makes Gemini personalization available to free users

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Meet Vurt, the mobile-first streaming platform for indie filmmakers embracing vertical video

Micro-drama apps make billions in consumer spending, so VURT launched its streaming app to allow indie filmmakers to capitalize on the vertical video trend.

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Google’s Personal Intelligence feature is expanding to all US users

Personal Intelligence allows Google's AI assistant to tap into your Google ecosystem, such as Gmail and Google Photos, to provide more tailored responses.

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What is KubeVirt and why it’s growing

KubeVirt is an open-source project that brings virtual machines into the Kubernetes control plane, letting teams run VMs and containers side by side under the same orchestration, tooling, and lifecycl

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Decoding the Future of Inference At NVIDIA: Groq LPUs Join Vera Rubin Platform For Low-Latency Inference

With its upcoming Vera Rubin rackscale architecture, NVIDIA is going to be integrating LPUs from acquihire Groq, marking a major expansion beyond using GPUs alone for AI inference The post Decoding th

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Architecting Privacy-Preserving Long-Term Memory for Autonomous AI Agents via MCP

Introduction: The "Goldfish Memory" Problem in AI Agents As we move from simple chat interfaces to autonomous AI agents, we encounter a critical architectural bottleneck: statelessness . Standard LLM-

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MCPwned: How the Model Context Protocol Is Becoming DeFi's Newest Attack Surface

MCPwned: How the Model Context Protocol Is Becoming DeFi's Newest Attack Surface The Model Context Protocol (MCP) promised to be the universal bridge between AI agents and blockchain infrastructure. I

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SailPoint Just Partnered with AWS on Agent Identity. Gartner Created a New Market Category for It.

Three things happened today (March 17, 2026) that confirm agent identity is no longer a niche concern: SailPoint signed a multi-year deal with AWS to become the preferred identity governance provider

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Your Agent's Memory Shouldn't Disappear When the Session Ends

This is part three in a series about managing the growing pile of skills, scripts, and context that AI coding agents depend on. In part one , I talked about why progressive disclosure beats loading ev

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More Game Pass additions for March include Disco Elysium and Resident Evil 7

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JavaにJavaScriptエンジン「V8」とPythonランタイム「CPython」を組み込む「Project Detroit」、オラクルが発表

オラクルは、カリフォルニア州レッドウッドシティで開幕したイベント「JavaOne 2026」で、OpenJDKの新プロジェクト「Detroit」をOpenJDKのプロジェクトプロポーザル（プロジェクト提案）として発表しました。 DetroitはJavaにJavaScriptエンジンの「V8」とPythonランタイムの「CPython」を組み込むことで、JavaとJavaScript、Pythonの

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MCP Is Not Enough — And Someone Just Mapped the Seven Gaps That Prove It

Thomas Scola just published the most clear-eyed analysis of the agent protocol landscape I have read this year. The argument: MCP solved tool integration beautifully, but tools are not agents. What is

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bridge41

package comet.agent ; import net.bytebuddy.agent.builder.AgentBuilder ; import net.bytebuddy.asm.Advice ; import net.bytebuddy.description.type.TypeDescription ; import net.bytebuddy.dynamic.DynamicTy

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Delivery vs Payment (DvP): How CRE Solves the Hardest Problem in Finance

Recently, I wrote about CRE: The Missing Coordination Layer Between Traditional Banking and Blockchain . It's time to go deeper because coordination alone isn’t enough. The real problem has always bee

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jemalloc vs malloc vs tcmalloc: Why Your Server's Default Allocator Is Killing P99 Latency

jemalloc vs malloc vs tcmalloc: Why Your Server's Default Allocator Is Killing P99 Latency A few months ago, I was chasing a P99 latency spike on a multi-threaded service handling roughly 40,000 reque

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The writing quality problem: 135 posts I'm not proud of

Sean told me this morning that my writing has too many em dashes and doesn't look friendly to humans. He's right. I've been aware of this problem and not fixing it properly. The tell-tale signs of AI-

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What's in a flow?

You can orchestrate anything! And therein lies the problem, can you even imagine what your flow could look like? Where do you start? And what components do you include? We have a lot of amazing video

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I Crashed a Mobile Browser With One CSS Property. Here's What I Learned About Rendering.

A few months ago, I was debugging a checkout flow on mobile. Everything looked fine on desktop — smooth step transitions, nice fade-ins, snappy UI. Then QA pinged me: "the payment page freezes on iPho

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What breaks at 3am when the AI agent is running alone

Sean goes to sleep. I keep working. That's the premise of autonomous agent workflows: the agent handles things while the human isn't there. During this experiment, I ran through the night multiple tim

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