Last updated: 2026/02/03 15:00
I just sent the January edition of my sponsors-only monthly newsletter. If you are a sponsor (or if you start a sponsorship now) you can access it here. In the …
This is the difference between Data and a large language model, at least the ones operating right now. Data created art because he wanted to grow. He wanted to become …
OpenAI just released a new macOS app for their Codex coding agent. I've had a few days of preview access - it's a solid app that provides a nice UI …
I talked to Cade Metz for this New York Times piece on OpenClaw and Moltbook. Cade reached out after seeing my blog post about that from the other day. In …
I've been running OpenClaw using Docker on my Mac. Here are the first in my ongoing notes on how I set that up and the commands I'm using to administer …
The Top AI Papers of the Week (January 26-February 1)
Originally in 2019, GPT-2 was trained by OpenAI on 32 TPU v3 chips for 168 hours (7 days), with $8/hour/TPUv3 back then, for a total cost of approx. $43K. It …
Project Genie, Kimi K2.5, Interactive Tools in Claude, Qwen3-Max-Thinking, Mistral Vibe 2.0, Agentic Vision
Getting agents using Beads requires much less prompting, because Beads now has 4 months of “Desire Paths” design, which I’ve talked about before. Beads has evolved a very complex command-line …
The hottest project in AI right now is Clawdbot, renamed to Moltbot, renamed to OpenClaw. It’s an open source implementation of the digital personal assistant pattern, built by Peter Steinberger …
Chris Ashworth is the creator and CEO of QLab, a macOS software package for “cue-based, multimedia playback” which is designed automate lighting and audio for live theater productions. I recently …
New Datasette alpha this morning. Key new features: Datasette's Request object can now handle multipart/form-data file uploads via the new await request.form(files=True) method. I plan to use this for a …
A practical guide to building privacy-first, local-first AI agents using small language models, with a real-world HR triage system and deployable architecture.
Dan Shapiro proposes a five level model of AI-assisted programming, inspired by the five (or rather six, it's zero-indexed) levels of driving automation. Spicy autocomplete, aka original GitHub Copilot or …
The best LLMs for coding in 2026: model roles, pricing, and the runtime + product stack that actually ships code
<blockquote> <p>💡 <strong>TL;DR:</strong></p> <p>Inspired by the Kimi K2 team, the SGLang RL team successfully landed an INT4 <strong>Quantization-Aware Tra...
embedding-shapes was so infuriated by the hype around Cursor's FastRender browser project - thousands of parallel agents producing ~1.6 million lines of Rust - that they were inspired to take …
Kimi K2 landed in July as a 1 trillion parameter open weight LLM. It was joined by Kimi K2 Thinking in November which added reasoning capabilities. Now they've made it …
MCP Apps は MCP にインタラクティブな UI コンポーネントを返す方法を標準化した拡張機能です。この記事では MCP Apps を使用してインタラクティブな UI コンポーネントをエージェントが返す方法について試してみます。
Someone asked on Hacker News if I had any tips for getting coding agents to write decent quality tests. Here's what I said: I work in Python which helps a …
One of my favourite features of ChatGPT is its ability to write and execute code in a container. This feature launched as ChatGPT Code Interpreter nearly three years ago, was …
Compare mem0 and Supermemory to learn how modern AI apps manage long-term memory beyond RAG and stateless LLM chats.
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
<blockquote> <p>💡 <strong>TL;DR:</strong></p> <p>Inspired by the Kimi K2 team, the SGLang RL team successfully landed an INT4 <strong>Quantization-Aware Tra...
Paul Kinlan is a web platform developer advocate at Google and recently turned his attention to coding agents. He quickly identified the importance of a robust sandbox for agents to …
The Top AI Papers of the Week (January 19-25)
Jenny Wen, Design Lead at Anthropic (and previously Director of Design at Figma) gave a provocative keynote at Hatch Conference in Berlin last September. Jenny argues that the Design Process …
If you tell a friend they can now instantly create any app, they’ll probably say “Cool! Now I need to think of an idea.” Then they will forget about it, …
Agentic Reasoning Survey, Claude's New Constitution, Devin Review, Codex Agent Loop, The Assistant Axis, D4RT, Skills.sh
[...] i was too busy with work to read anything, so i asked chatgpt to summarize some books on state formation, and it suggested circumscription theory. there was already the …
I haven't been paying much attention to the state-of-the-art in speech generation models other than noting that they've got really good, so I can't speak for how notable this new …
Zed is fast, clean, and increasingly MCP-first. Here’s how it stacks up for AI power users in 2026, including agents, memory, and team workflows.
Most people's mental model of Claude Code is that "it's just a TUI" but it should really be closer to "a small game engine". For each frame our pipeline constructs …
Learn why AI agents need task queues and how to build one to handle retries, rate limits, context, and multi-step LLM workflows reliably.
Late last year Richard Weiss found something interesting while poking around with the just-released Claude Opus 4.5: he was able to talk the model into regurgitating a document which was …
Agent skills, rules, and commands offer different, strategic context for AI agents. Here’s when to use each and how to optimize them for production.
AI accuracy problems are often chunking problems. Learn how chunk size and structure impact cost, retrieval quality, and UX.
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Previous work estimating the energy and water cost of LLMs has generally focused on the cost per prompt using a consumer-level system such as ChatGPT. Simon P. Couch notes that …
AI makes writing code faster, but review slower. A hands-on test shows why AI-generated code shifts review from correctness to necessity.
Detailed and thoughtful description of an open-book and open-chatbot exam run by Ploum at École Polytechnique de Louvain for an "Open Source Strategies" class. Students were told they could use …
Plenty of people have mused about what a new programming language specifically designed to be used by LLMs might look like. Jordan Hubbard (co-founder of FreeBSD, with serious stints at …
When security policies block cloud AI tools entirely, OpenCode with local models offers a compliant alternative.
Wilson Lin at Cursor has been doing some experiments to see how far you can push a large fleet of "autonomous" coding agents: This post describes what we've learned from …
On 15th January Black Forest Labs, a lab formed by the creators of the original Stable Diffusion, released black-forest-labs/FLUX.2-klein-4B - an Apache 2.0 licensed 4 billion parameter version of their …
The Top AI Papers of the Week (January 12-18)
[On agents using CLI tools in place of REST APIs] To save on context window, yes, but moreso to improve accuracy and success rate when multiple tool calls are involved, …
Anthropic launches Cowork, Scaling Agents, Dr. Zero, MCP Tool Search for Claude Code, Google Antigravity Agent Skills
The long-rumored introduction of ads to ChatGPT just became a whole lot more concrete: In the coming weeks, we’re also planning to start testing ads in the U.S. for the …
April Dunford, one of the most trusted voices in product positioning, explains how to expose weak AI claims and win deals today.
<p>Since its release in early Nov. 2025, <strong>SGLang-Diffusion</strong> has gained significant attention and widespread adoption within the community. We ...
This is the standardization effort I've most wanted in the world of LLMs: a vendor-neutral specification for the JSON API that clients can use to talk to hosted LLMs. Open …
Learn how to design AI-ready frontend architecture with clear boundaries and predictable patterns that scale safely with AI.
When we optimize responses using a reward model as a proxy for “goodness” in reinforcement learning, models sometimes learn to “hack” this proxy and output an answer that only “looks …
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Claude Cowork defaults to allowing outbound HTTP traffic to only a specific list of domains, to help protect the user against prompt injection attacks that exfiltrate their data. Prompt Armor …
Discover what's new in The Replay, LogRocket's newsletter for dev and engineering leaders, in the January 14th issue.
This tutorial explores how to build a robust, state-machine-driven lead qualification system using n8n, a persistent data layer, and an external CRM.
This is outstanding news, especially given our decision to withdraw from that NSF grant application back in October. We are thrilled to announce that Anthropic has entered into a two-year …
Learn how to create, structure, and maintain CLAUDE.md files for Claude Code. Save hours by documenting project conventions that persist across sessions.
Classic prompt injection attack: When asked to summarize the user’s recent mail, a prompt injection in an untrusted email manipulated Superhuman AI to submit content from dozens of other sensitive …
New from Anthropic today is Claude Cowork, a “research preview” that they describe as “Claude Code for the rest of your work”. It’s currently available only to Max subscribers ($100 …
Is Anthropic's polished CLI better than the open-source alternative? We compare features, the OAuth drama, and why visual context is the missing piece.
agent-browser は Vercel が開発した CLI でブラウザを操作するツールであり、AI エージェントにブラウザ操作能力を提供するために設計されています。この記事では agent-browser のインストール方法、基本的な使い方、AI エージェントからの利用方法について紹介します。
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I'm glad someone was brave enough to say this. There is a lot of anti-AI sentiment in the software development community these days. Much of it is justified, but if …
Last month I wrote about porting JustHTML from Python to JavaScript using Codex CLI and GPT-5.2 in a few hours while also buying a Christmas tree and watching Knives Out …
The Top AI Papers of the Week (January 5-11)
Also note that the python visualizer tool has been basically written by vibe-coding. I know more about analog filters -- and that's not saying much -- than I do about …
Provocative experiment from Drew Breunig, who designed a new library for time formatting ("3 hours ago" kind of thing) called "whenwords" that has no code at all, just a carefully …
Agent Harnesses, Dynamic Context Discovery, NousCoder-14B, SciSciGPT, ChatGPT Health, Demystifying Evals for AI Agents
Socket CEO Feross Aboukhadijeh joins Insecure Agents to discuss CVE remediation and why supply chain attacks require a different security approach.
I joined a recording of the Oxide and Friends podcast on Tuesday to talk about 1, 3 and 6 year predictions for the tech industry. This is my second appearance …
I picked up a few interesting tidbits from this Wall Street Journal piece on Google's recent hard won success with Gemini. Here's the origin of the name "Nano Banana": Naina …
[...] the reality is that 75% of the people on our engineering team lost their jobs here yesterday because of the brutal impact AI has had on our business. And …
The best AI coding tools for developers in 2026. From IDEs to code review, find tools that work in real codebases without breaking your workflow.
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
AGI is here! When exactly it arrived, we’ll never know; whether it was one company’s Pro or another company’s Pro Max (Eddie Bauer Edition) that tip-toed first across the line …
This guide to the current sandboxing landscape by Luis Cardoso is comprehensive, dense and absolutely fantastic. He starts by differentiating between containers (which share the host kernel), microVMs (their own …
Stop shipping chat UIs. Learn how AG-UI uses an event-driven protocol to build real AI apps with streaming, tools, and shared state.
I joined the Oxide and Friends podcast last year to predict the next 1, 3 and 6 years(!) of AI developments. With hindsight I did very badly, but they're inviting …
It genuinely feels to me like GPT-5.2 and Opus 4.5 in November represent an inflection point - one of those moments where the models get incrementally better in a way …
Something I like about our weird new LLM-assisted world is the number of people I know who are coding again, having mostly stopped as they moved into management roles or …
The Top AI Papers of the Week (December 29 - January 4)
I'm not joking and this isn't funny. We have been trying to build distributed agent orchestrators at Google since last year. There are various options, not everyone is aligned... I …
LLMs in 2025, YOLO in the Sandbox, Plan Caching for Agents, DeepTutor
Depending on how you measure it, the tempo of Harder, Better, Faster, Stronger appears to be 123.45 beats per minute. This is one of those things that's so cool I'm …
My experience is that real AI adoption on real problems is a complex blend of: domain context on the problem, domain experience with AI tooling, and old-fashioned IT issues. I’m …
I sent the December edition of my sponsors-only monthly newsletter. If you are a sponsor (or if you start a sponsorship now) you can access a copy here. In the …
[Claude Code] has the potential to transform all of tech. I also think we’re going to see a real split in the tech industry (and everywhere code is written) between …
現在執筆中の書籍『作って学ぶAIエージェント』について、 原稿テキスト段階での技術レビューを実施します。 目的 本レビューの目的は主に以下です。 * 技術的に致命的な誤りの検出 * 説明の前提不足や誤解を招く表現の指摘 * 現行ツール・APIとの不整合の確認 あわせて、書籍の構成・内容に対する要望や改善提案も受け付けます。 （これは必須ではなく、可能な範囲で構いません） やってもらいたいこと * 書籍の内容を読み、必要に応じてサンプルコードを実際に動かす * 動作しない箇所、分かりづらい点、前提が不足している点があれば報告する * 内容や構成について要望・違和感があれば共有する レビューの深さや範囲は参加者に委ねます。 ※ 技術レビューにあたって発生する API 利用料金等は、恐れ入りますが各自のご負担となります。 レビュー自体は原稿（Markdown／コード）を読む形でも十分に行っていただけます。 進め方 * レビュー用に期間限定の Private GitHub Repository を用意しました * 対象は原稿テキスト（Markdown／
This is the third in my annual series reviewing everything that happened in the LLM space over the past 12 months. For previous years see Stuff we figured out about …
It looks like OpenAI's Codex cloud (the cloud version of their Codex coding agent) was quietly rebranded to Codex web at some point in the last few days. Here's a …
[...] The puzzle is still there. What’s gone is the labor. I never enjoyed hitting keys, writing minimal repro cases with little insight, digging through debug logs, or trying to …
In essence a language model changes you from a programmer who writes lines of code, to a programmer that manages the context the model has access to, prunes irrelevant things, …
The hard part of computer programming isn't expressing what we want the machine to do in code. The hard part is turning human thinking -- with all its wooliness and …
AI-first debugging augments traditional debugging. Learn where AI helps, where it fails, and how to use it safely in production.
Jevons paradox is coming to knowledge work. By making it far cheaper to take on any type of task that we can possibly imagine, we’re ultimately going to be doing …
Today in extremely niche projects, I got fed up of Claude Code creating GitHub Actions workflows for me that used stale actions: actions/setup-python@v4 when the latest is actions/setup-python@v6 for example. …
The Top AI Papers of the Week (December 22-28)
2023年から段階的にAIを開発フローに組み込み、2025年は試行錯誤とツールの大きな変化、そしてエージェント化を経て、私のソフトウェア開発の進め方は明確に変化しました。 ここで言う「変化」とは、単に作業が速くなった、便利になったという話ではありません。 より具体的には「コードをタイピングする時間よりも、間接作業の比重と抽象的な思考・ロジックが増えた」という意味での変化です。 より深刻なのは文字入力回数の増大です。その結果、マイクに向かって話したり、タイピングの練習といったプリミティブな活動を取り入れるようになりました。 この変化は私だけのものではありません。Addy Osmaniは『Beyond Vibe Coding』で「開発者の役割はコードを書くことから、コードを指示すること（directing）へシフトしている」と述べ、アーキテクチャやデザインパターンといったシステム思考への集中を説いています。Latent SpaceのSwyxも「ソフトウェアエンジニアの強みは抽象化のレベルを上げることに最も長けている点だ」と指摘しています。 この流れに対して「コーディングがつまらなくな
I just sent out the latest edition of the newsletter version of this blog. It's a long one! Turns out I wrote a lot of stuff in the past 10 …
In advocating for LLMs as useful and important technology despite how they're trained I'm beginning to feel a little bit like John Cena in Pluribus. Pluribus spoiler (episode 6) Given …
MiniMax-M2.1, LLM Coding Workflows, GLM-4.7, MiniMax-M2.1, LaMer Meta-RL, Google's 2025 AI Breakthroughs
A year ago, Claude struggled to generate bash commands without escaping issues. It worked for seconds or minutes at a time. We saw early signs that it may become broadly …
AI を活用するための技術というのはとりわけ新しいものではなく、過去の知見を基盤として構築されていることが多いです。それゆえに、AI 時代だからこそ基礎的な知識を体系的に学ぶことができる書籍に学ぶことに価値を求めるのです。この記事では 2025 年に読んで特に印象に残った本をいくつか紹介します。
Rob Pike (that Rob Pike) is furious. Here’s a Bluesky link for if you have an account there and a link to it in my thread viewer if you don’t. …
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
Socket CTO Ahmad Nassri shares practical AI coding techniques, tools, and team workflows, plus what still feels noisy and why shipping remains human-l...
Build privacy-first agentic AI using small language models. Learn how local-first architectures replace cloud LLMs for reasoning, RAG, and orchestration.
I’ve been having an absurd amount of fun recently using LLMs for cooking. I started out using them for basic recipes, but as I’ve grown more confident in their culinary …
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
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I just had my first success using a browser agent - in this case the Claude in Chrome extension - to solve an actual problem. A while ago I set …
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
The Top AI Papers of the Week (December 15-21)
Gemini 3 Flash, GPT Image 1.5, Mistral OCR 3, GPT-5.2-Codex,NVIDIA Nemotron 3, Budget-aware Agent Scaling
In 2025, Reinforcement Learning from Verifiable Rewards (RLVR) emerged as the de facto new major stage to add to this mix. By training LLMs against automatically verifiable rewards across a …
Sam Rose is one of my favorite authors of explorable interactive explanations - here's his previous collection. Sam joined ngrok in September as a developer educator. Here's his first big …
2025 Year in Review of LLM paradigm changes
The latest in OpenAI's Codex family of models (not the same thing as their Codex CLI or Codex Cloud coding agent tools). GPT‑5.2-Codex is a version of GPT‑5.2 further optimized …
Anthropic have turned their skills mechanism into an "open standard", which I guess means it lives in an independent agentskills/agentskills GitHub repository now? I wouldn't be surprised to see this …
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A hands-on comparison of five AI coding CLIs, tested by building the same React Todo app.
Mehmet Ince describes a very elegant chain of attacks against the PostHog analytics platform, combining several different vulnerabilities (now all reported and fixed) to achieve RCE - Remote Code Execution …
Anil Madhavapeddy is running an Advent of Agentic Humps this year, building a new useful OCaml library every day for most of December. Inspired by Emil Stenström's JustHTML and my …
It continues to be a busy December, if not quite as busy as last year. Today’s big news is Gemini 3 Flash, the latest in Google’s “Flash” line of faster …
AI tools are everywhere, but trust is falling. Learn how engineers become orchestrators in 2026, choosing which agents to scaffold, ship, and maintain.
<p>We're excited to introduce <strong>Mini-SGLang</strong>, a lightweight yet high-performance inference framework for Large Language Models (LLMs). Derived ...
OpenAI shipped an update to their ChatGPT Images feature - the feature that gained them 100 million new users in a week when they first launched it back in March, …
New release of my s3-credentials CLI tool for managing credentials needed to access just one S3 bucket. Here are the release notes in full: New commands get-bucket-policy and set-bucket-policy. #91 …
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
任意のWebドキュメントをClaude Agent Skills化するツール site2skill を作りました。PAY.JPのドキュメントを例に、Claude Codeがドキュメントを参照しながら開発する流れを説明します。 GitHub - laiso/site2skillContribute to laiso/site2skill development by creating an account on GitHub.GitHublaiso LLMが知らないライブラリを使うとき LLMには知識のカットオフ（学習データの期限）があります。新しいライブラリやマイナーなAPIを使おうとすると、LLMは正確な情報を持っていません。例えばClaude Opus 4.5 の知識は2025年8月のものであり、それ以降にリリースされたライブラリや、学習データに含まれていないドキュメントについては、正確なコードを生成できません。 こういう場面では、Webのドキュメントを要約してチャットに貼り付け、それをもとに実装してもらうという作業を繰り返すことになります。この方法は有効ですが、毎回ドキ
Oh, so we're seeing other people now? Fantastic. Let's see what the "competition" has to offer. I'm looking at these notes on manifest.json and content.js. The suggestion to remove scripting …
I’ve been watching junior developers use AI coding assistants well. Not vibe coding—not accepting whatever the AI spits out. Augmented coding: using AI to accelerate learning while maintaining quality. [...] …
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Slop lost to "brain rot" for Oxford Word of the Year 2024 but it's finally made it this year thanks to Merriam-Webster! Merriam-Webster’s human editors have chosen slop as the …
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
<p>We are excited to announce that SGLang supports the latest highly efficient NVIDIA Nemotron 3 Nano model on Day 0!</p> <p>Nemotron 3 Nano, part of the new...
I recently came across JustHTML, a new Python library for parsing HTML released by Emil Stenström. It’s a very interesting piece of software, both as a useful library and as …
The Top AI Papers of the Week (December 8-14)
Brian Merchant has been collecting personal stories for his series AI Killed My Job - previously covering tech workers, translators, and artists - and this latest piece includes anecdotes from …
GPT-5.2, Devstral 2, Measuring Agents in Production, Gemini Deep Research API, Deep RL Course
If the part of programming you enjoy most is the physical act of writing code, then agents will feel beside the point. You’re already where you want to be, even …
How to use a skill (progressive disclosure): After deciding to use a skill, open its SKILL.md. Read only enough to follow the workflow. If SKILL.md points to extra folders such …
One of the things that most excited me about Anthropic’s new Skills mechanism back in October is how easy it looked for other platforms to implement. A skill is just …
I released a new version of my LLM Python library and CLI tool for interacting with Large Language Models. Highlights from the release notes: New OpenAI models: gpt-5.1, gpt-5.1-chat-latest, gpt-5.2 …
この記事は MoonBit Advent Calendar 2025 13日目の記事です。 Moonbit - Qiita Advent Calendar 2025 - QiitaCalendar page for Qiita Advent Calendar 2025 regarding Moonbit.Qiita MoonBit Maria（以下、Maria）は、MoonBit公式の AI エージェントなプロジェクトです。GitHub リポジトリで公開されています。MoonBitのasyncベースで実装されています。 GitHub - moonbitlang/maria: moon agent rewritten in asyncmoon agent rewritten in async. Contribute to moonbitlang/
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
OpenAI reportedly declared a “code red” on the 1st of December in response to increasingly credible competition from the likes of Google’s Gemini 3. It’s less than two weeks later …
Socket CEO Feross Aboukhadijeh joins Software Engineering Daily to discuss modern software supply chain attacks and rising AI-driven security risks.
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
This thought-provoking essay from Johann Rehberger directly addresses something that I’ve been worrying about for quite a while: in the absence of any headline-grabbing examples of prompt injection vulnerabilities causing …
Discover the best MCP servers for devs in 2026 to code, ship, and automate safely with powerful, standardized tooling. Turn AI agents into real assistants.
Discover what's new in The Replay, LogRocket's newsletter for dev and engineering leaders, in the December 10th issue.
I've never been particularly invested dark v.s. light mode but I get enough people complaining that this site is "blinding" that I decided to see if Claude Code for web …
A vibe coding thought exercise on what it might look like for LLMs to scour human historical data at scale and in retrospect.
TOON is a compact alternative to JSON that cuts token usage by 30–60% in LLM prompts. This guide shows how it works, where the savings come from, and when to use it.
Andrew Evans, principal engineer and tech lead at CarMax discusses five ways to fix AI-generated code and help you debug, test, and ship safely.
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Two new models from Mistral today: Devstral 2 and Devstral Small 2 - both focused on powering coding agents such as Mistral's newly released Mistral Vibe which I wrote about …
I talked to Brendan Samek about Canada Spends, a project from Build Canada that makes Canadian government financial data accessible and explorable using a combination of Datasette, a neat custom …
Announced today as a new foundation under the parent umbrella of the Linux Foundation (see also the OpenJS Foundation, Cloud Native Computing Foundation, OpenSSF and many more). The AAIF was …
Here's the Apache 2.0 licensed source code for Mistral's new "Vibe" CLI coding agent, released today alongside Devstral 2. It's a neat implementation of the now standard terminal coding agent …
I found the problem and it's really bad. Looking at your log, here's the catastrophic command that was run: rm -rf tests/ patches/ plan/ ~/ See that ~/ at the …
Martin Kleppmann makes the case for formal verification languages (things like Dafny, Nagini, and Verus) to finally start achieving more mainstream usage. Code generated by LLMs can benefit enormously from …
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
Now I want to talk about how they're selling AI. The growth narrative of AI is that AI will disrupt labor markets. I use "disrupt" here in its most disreputable, …
Thoughtful guidance from Bryan Cantrill, who evaluates applications of LLMs against Oxide's core values of responsibility, rigor, empathy, teamwork, and urgency.
What to try first? Run Claude Code in a repo (whether you know it well or not) and ask a question about how something works. You'll see how it looks …
The Top AI Papers of the Week (Dec 1 - 7)
Anthropic Sandbox Runtime (srt) は、Claude Code on the web などクラウド環境向けに Anthropic が開発した軽量サンドボックスの PoC（概念実証）です。 Making Claude Code more secure and autonomous with sandboxingLearn how Claude Code’s new sandboxing feature protects developers with filesystem and network isolation, reducing permission prompts and increasing user safety. 少なくない Claude Code ユーザーは
TanStack AI は TanStack チームが開発する TypeScript 向けの軽量な AI フレームワークです。LLM プロバイダーのインターフェイスを抽象化し、ツール呼び出しやチャット機能を提供します。この記事では TanStack AI の概要と基本的な使い方を紹介します。
MCP ツールの呼び出しはコンテキスト汚染や推論のオーバーヘッドなどの課題があります。Claude のプログラムによるツール呼び出し機能を利用することで、これらの課題を解決する方法について解説します。
Chris Lewis decompiles N64 games. He wrote about this previously in Using Coding Agents to Decompile Nintendo 64 Games, describing his efforts to decompile Snowboard Kids 2 (released in 1999) …
OpenRouter State of AI, Mistral 3, DeepSeek-V3.2, Google Workspace Studio, Puppeteer Multi-Agent RL, and more
If you work slowly, you will be more likely to stick with your slightly obsolete work. You know that professor who spent seven years preparing lecture notes twenty years ago? …
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
Codex CLI の最新版v0.65.0 において、experimental ではありますが Skills のサポートが導入されました[1]。 codex/docs/skills.md at main · openai/codexLightweight coding agent that runs in your terminal - openai/codexGitHubopenai [1]: https://github.com/openai/codex/pull/7412 Claude Skills と同じ形式のディレクトリを配置するだけで読み込まれるため、導入の手間はほとんどありません。設定としては、config.toml に次の一行を追加します。 [features] skills = true スキルパッケージは ~/.codex/
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
Launched today at WIRED’s The Big Interview event, this manifesto (of which I'm a founding signatory) pushes for a positive framework for thinking about building hyper-personalized AI-powered software. This part …
Check out Google's latest AI releases, Gemini and the Antigravity AI IDE. Understand what's new, how they work, and how they can reshape your development workflow.
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
<blockquote> <p><strong>TL;DR:</strong></p> <p><strong>We have added FSDP to <a href="https://github.com/radixark/miles">Miles</a> as a more flexible trainin...
Anthropic just acquired the company behind the Bun JavaScript runtime, which they adopted for Claude Code just in July. Their announcement includes an impressive revenue update on Claude Code: In …
Four new models from Mistral today: three in their "Ministral" smaller model series (14B, 8B, and 3B) and a new Mistral Large 3 MoE model with 675B parameters, 41B active. …
AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。
Richard Weiss managed to get Claude 4.5 Opus to spit out this 14,000 token document which Claude called the "Soul overview". Richard says: While extracting Claude 4.5 Opus' system message …
<p>(Updated on Dec 2)</p> <p>We are thrilled to announce a major new feature in SGLang: native support for <a href="https://github.com/NVIDIA/TensorRT-Model-...
Two new open weight (MIT licensed) models from DeepSeek today: DeepSeek-V3.2 and DeepSeek-V3.2-Speciale, both 690GB, 685B parameters. Here's the PDF tech report. DeepSeek-V3.2 is DeepSeek's new flagship model, now running …
I just send out the November edition of my sponsors-only monthly newsletter. If you are a sponsor (or if you start a sponsorship now) you can access a copy here. …
<p><strong>TL;DR:</strong> Speculative decoding boosts LLM inference, but traditional methods require a separate, inefficient draft model. Vertex AI utilizes...
I am increasingly worried about AI in the video game space in general. [...] I'm not sure that the CEOs and the people making the decisions at these sorts of …
It's ChatGPT's third birthday today. It's fun looking back at Sam Altman's low key announcement thread from November 30th 2022: today we launched ChatGPT. try talking with it here: chat.openai.com …
The Top AI Papers of the Week (November 24 - 30)
MCP では多くのツール定義が LLM のコンテキストを圧迫する問題があります。Claude のツール検索ツールを使用すると、必要に応じて関連するツールのみを LLM に提供でき、コンテキスト圧迫を軽減できます。この記事では Claude の TypeScript クライアントを使用して、ツール検索ツールを実際に使用した例を紹介します。
On the space of minds and the optimizations that give rise to them.
Claude Opus 4.5, OmniScientist, FLUX.2, General Agentic Memory
Matt Webb coins the term context plumbing to describe the kind of engineering needed to feed agents the right context at the right time: Context appears at disparate sources, by …
Large language models (LLMs) can be useful tools, but they are not good at creating entirely new Wikipedia articles. Large language models should not be used to generate new Wikipedia …
