Last updated: 2026/01/09 03:01
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 …
