Last updated: 2026/04/06 07:01
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Cleanup Claude Code Paste
Lalit Maganti provides one of my favorite pieces of long-form writing on agentic engineering I've seen in ages. They spent eight years thinking about and then three months building syntaqlite, …
From anonymized U.S. ChatGPT data, we are seeing: ~2M weekly messages on health insurance ~600K weekly messages [classified as healthcare] from people living in “hospital deserts” (30 min drive to …
The Top AI Papers of the Week (March 30 - April 5)
Scan for secrets in files you plan to share
Scan for secrets in files you plan to share
Scan for secrets in files you plan to share
コーディングエージェントの自動承認の範囲をどこまで許可するかは、ユーザー体験とセキュリティのバランスを取る上で重要な設計指針の1つです。Codex ではサンドボックス機能を提供することで、エージェントが安全に自律的に動作できる環境を実現しています。この記事では、Codex のサンドボックスの仕組みと、サンドボックス外でコマンドを実行する際の承認プロセスについて説明します。
Research into the HTTP APIs from various LLM providers.
Cursor 3, Gemma 4, Qwen3.6-Plus, GLM-5V-Turbo, Claude Code Source Leak, Emotion Concepts in LLMs, and More
3月31日の朝、Xのタイムラインが騒がしくなっていました。Claude Codeのソースコードが流出したというのです。調べてみると、npmパッケージ（v2.1.88）にデバッグ用のsource mapファイル（cli.js.map）が含まれた状態でリリースされていました。source mapのsourcesContentフィールドに元のTypeScriptソースコード全体がそのまま埋め込まれており、発見者の投稿は数千万ビューを記録。GitHubにミラーリングされ数万フォークされる事態になりました。 Claude code source code has been leaked via a map file in their npm registry! Code: https://t.co/jBiMoOzt8G pic.twitter.com/rYo5hbvEj8 — Chaofan Shou (@Fried_rice) March 31, 2026
Thomas Ptacek's take on the sudden and enormous impact the latest frontier models are having on the field of vulnerability research. Within the next few months, coding agents will drastically …
A fun thing about recording a podcast with a professional like Lenny Rachitsky is that his team know how to slice the resulting video up into TikTok-sized short form vertical …
On the kernel security list we've seen a huge bump of reports. We were between 2 and 3 per week maybe two years ago, then reached probably 10 a week …
The challenge with AI in open source security has transitioned from an AI slop tsunami into more of a ... plain security report tsunami. Less slop but lots of reports. …
Months ago, we were getting what we called 'AI slop,' AI-generated security reports that were obviously wrong or low quality. It was kind of funny. It didn't really worry us. …
The Axios team have published a full postmortem on the supply chain attack which resulted in a malware dependency going out in a release the other day, and it involved …
I was a guest on Lenny Rachitsky’s podcast, in a new episode titled An AI state of the union: We’ve passed the inflection point, dark factories are coming, and automation …
Four new vision-capable Apache 2.0 licensed reasoning LLMs from Google DeepMind, sized at 2B, 4B, 31B, plus a 26B-A4B Mixture-of-Experts. Google emphasize "unprecedented level of intelligence-per-parameter", providing yet more evidence …
LLM plugin to access Google's Gemini family of models
I just sent the March 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 this …
LLM integration plugin for other plugins to depend on
Enrich data by prompting LLMs
Import unstructured data (text and images) into structured tables
Enrich data by prompting LLMs
Track usage of LLM tokens in a SQLite table
LLM integration plugin for other plugins to depend on
I want to argue that AI models will write good code because of economic incentives. Good code is cheaper to generate and maintain. Competition is high between the AI models …
LLM integration plugin for other plugins to depend on
Register async versions of models from LLM plugins that only provide a sync version
Access large language models from the command-line
Debug plugin for LLM providing an echo model
Debug plugin for LLM providing an echo model
Codex プラグインを使用すると、Claude Code から Codex を呼び出してコードレビューをしたり、タスクを委任するといったことが簡単にできるようになります。この記事では、Codex プラグインの使用方法と、どのような方法で Codex を呼び出しているのかといった内部の仕組みについて紹介します。
Note that the main issues that people currently unknowingly face with local models mostly revolve around the harness and some intricacies around model chat templates and prompt construction. Sometimes there …
LLM integration plugin for other plugins to depend on
Trip Venturella released Mr. Chatterbox, a language model trained entirely on out-of-copyright text from the British Library. Here’s how he describes it: Mr. Chatterbox is a language model trained entirely …
Chat with Mr Chatterbox, trained on a corpus of over 28,000 Victorian-era British texts published between 1837 and 1899
Pretext — Under the Hood
The Top AI Papers of the Week (March 23 - 29)
Hyperagents, Multi-Agent Harness Design, Chroma Context-1, Composer 2, ARC-AGI-3, and More
The thing about agentic coding is that agents grind problems into dust. Give an agent a problem and a while loop and - long term - it’ll solve that problem …
Datasette plugin for SHOWBOAT_REMOTE_URL
FWIW, IANDBL, TINLA, etc., I don’t currently see any basis for concluding that chardet 7.0.0 is required to be released under the LGPL. AFAIK no one including Mark Pilgrim has …
I have a new laptop—a 128GB M5 MacBook Pro, which early impressions show to be very capable for running good local LLMs. I got frustrated with Activity Monitor and decided …
コーディングエージェントの普及にともない、エージェントをリモートで動作させるための専用実行環境——リモートサンドボックスが注目されています。ここでいうサンドボックスとは、プロジェクトやエージェントごとに気軽に生成・破棄できるリモートVMのことで、exe.dev、Sprites、Docker Sandbox などのサービス・ツールが登場しています。 本記事ではこれらのリモートサンドボックスの用途を整理し、exe.dev・Sprites・Docker Sandboxの3つを比較します。 なぜ専用の実行環境が必要なのか コーディングエージェントをリモートで走らせる環境として、これまで一般的だった選択肢を列挙すると以下のようになります。 * Mac miniやRaspberry Piを買って自宅サーバーを立てる * VPS（Hetzner、さくらVPSなど）を契約する * Devin、Claude Code on the web、Codex（Cloud）などのマネージドサービスを使う * GitHub Codespaces、Gitpodなどのクラウド開発環境を使う これらの
Bit of a hyperbolic framing but this looks like another case study of vibe-porting, this time spinning up a new custom Go implementation of the JSONata JSON expression language - …
Callum McMahon reported the LiteLLM malware attack to PyPI. Here he shares the Claude transcripts he used to help him confirm the vulnerability and decide what to do about it. …
Sam Rose continues his streak of publishing spectacularly informative interactive essays, this time explaining how quantization of Large Language Models works. Also included is the best visual explanation I've ever …
Mario Zechner created the Pi agent framework used by OpenClaw, giving considerable credibility to his opinions on current trends in agentic engineering. He's not impressed: We have basically given up …
LLM integration plugin for other plugins to depend on
Daniel Hnyk used the BigQuery PyPI dataset to determine how many downloads there were of the exploited LiteLLM packages during the 46 minute period they were live on PyPI. They …
<h2><a id="1-the-problem-the-necessity-and-vulnerability-of-wide-ep" class="anchor" href="#1-the-problem-the-necessity-and-vulnerability-of-wide-ep" aria-hid...
Really interesting new development in Claude Code today as an alternative to --dangerously-skip-permissions: Today, we're introducing auto mode, a new permissions mode in Claude Code where Claude makes permission decisions …
I really think "give AI total control of my computer and therefore my entire life" is going to look so foolish in retrospect that everyone who went for this is …
The LiteLLM v1.82.8 package published to PyPI was compromised with a particularly nasty credential stealer hidden in base64 in a litellm_init.pth file, which means installing the package is enough to …
I wrote about Dan Woods' experiments with streaming experts the other day, the trick where you run larger Mixture-of-Experts models on hardware that doesn't have enough RAM to fit the …
slop is something that takes more human effort to consume than it took to produce. When my coworker sends me raw Gemini output he’s not expressing his freedom to create, …
I have been doing this for years, and the hardest parts of the job were never about typing out code. I have always struggled most with understanding systems, debugging things …
Here’s a mildly dystopian prompt I’ve been experimenting with recently: “Profile this user”, accompanied by a copy of their last 1,000 comments on Hacker News. Obtaining those comments is easy. …
In Things That Turbo Pascal is Smaller Than James Hague lists things (from 2011) that are larger in size than Borland's 1985 Turbo Pascal 3.02 executable - a 39,731 byte …
Congrats to the @cursor_ai team on the launch of Composer 2! We are proud to see Kimi-k2.5 provide the foundation. Seeing our model integrated effectively through Cursor's continued pretraining & …
Claude Code v2.1.80 から Research Preview 版として Claude Code channels（以下、チャンネル）が利用できるようになりました。チャンネルとは実行中の Claude Code のセッションに対して、外部からイベントを送ることができる MCP サーバーのことです。この記事では、Discord からチャンネルを通じて Claude Code とやり取りする方法を紹介します。
The big news this morning: Astral to join OpenAI (on the Astral blog) and OpenAI to acquire Astral (the OpenAI announcement). Astral are the company behind uv, ruff, and ty—three …
この記事では、ClaudeとGPTのReact習熟度を測定する実験の結果が報告されています。これまでの6つの仕様から13に増やし、Claude Codeの3モデル（Sonnet、Opus、Haiku）とGPT-5.4を評価しました。各モデルのスコアが示され、特にGPT-5.4がアクセシビリティに強みを持つことが確認されました。SonnetとOpusは状態設計やEffect衛生の理解度が高いとされ、全体的に新しいReact APIの使用においては大きな差は見られませんでした。新規スペックの分析も行われ、特にuseOptimisticやuseActionStateの実装においてモデル間の知識の差が浮き彫りになりました。 • Reactアプリの習熟度を測るために、13の仕様に基づいて4つのモデルを評価した。 • GPT-5.4はアクセシビリティにおいて高いスコアを記録し、SonnetとOpusは状態設計に強みを持つ。 • 新しいReact APIの使用においては、モデル間で大きな差は見られなかった。 • useOptimisticやuseActionStateの実装において、モデル間の知識の差が明らかになった。 • 新規スペックの追加により、Reactの多様なスキルを測定することができた。
Here's a fascinating piece of research by Dan Woods, who managed to get a custom version of Qwen3.5-397B-A17B running at 5.5+ tokens/second on a 48GB MacBook Pro M3 Max despite …
PromptArmor report on a prompt injection attack chain in Snowflake's Cortex Agent, now fixed. The attack started when a Cortex user asked the agent to review a GitHub repository that …
Introducing Arcjet prompt injection detection. Catch hostile instructions before inference. Works with Next.js, Node.js, Flask, FastAPI, and any JavaScript / TypeScript or Python application.
OpenAI today: Introducing GPT‑5.4 mini and nano. These models join GPT-5.4 which was released two weeks ago. OpenAI’s self-reported benchmarks show the new 5.4-nano out-performing their previous GPT-5 mini model …
If you do not understand the ticket, if you do not understand the solution, or if you do not understand the feedback on your PR, then your use of LLM …
Subagents - Agentic Engineering Patterns
この記事では、GPT-4.1とGPT-5.4のReactに対する習熟度を評価するためのベンチマーク結果が示されています。前回のClaude Codeモデルに続き、これらのOpenAIモデルがどのようにReactのタスクをこなすかを比較しました。結果として、GPT-4.1は全体的に低いスコアを記録し、特にコンポーネントの統合に問題がありました。一方、GPT-5.4はClaudeモデルと同等のスコアを示し、特にアクセシビリティやTypeScriptの品質で優れた結果を残しました。両モデルの強みと弱みが明確に異なり、GPT-5.4は特にアクセシビリティにおいて優位性を持っています。 • GPT-4.1は全モデル中最低のスコアを記録し、コンポーネント統合に問題があった。 • GPT-5.4はClaudeモデルと同等のスコアを示し、特にアクセシビリティで優れた結果を残した。 • GPT-5.4はTypeScriptの品質が高く、特に型安全性において優れている。 • 両モデルの評価はClaude Sonnetによって行われ、一貫性が保たれた。 • GPT-5.4はコンポーネント設計にばらつきがあり、冗長な実装が見られた。
<p>Reinforcement learning (RL) has rapidly become a core stage of modern foundation-model development. While large-scale pretraining remains essential, today...
Big new release from Mistral today (despite the name) - a new Apache 2 licensed 119B parameter (Mixture-of-Experts, 6B active) model which they describe like this: Mistral Small 4 is …
Subagents were announced in general availability today for OpenAI Codex, after several weeks of preview behind a feature flag. They're very similar to the Claude Code implementation, with default subagents …
The point of the blackmail exercise was to have something to describe to policymakers—results that are visceral enough to land with people, and make misalignment risk actually salient in practice …
Here's the handout I prepared for my NICAR 2026 workshop "Coding agents for data analysis" - a three hour session aimed at data journalists demonstrating ways that tools like Claude …
How coding agents work - Agentic Engineering Patterns
Learn 10 practical ways to reduce token usage in LLM apps using system instructions, stop sequences, caching, TOON, and more.
What is agentic engineering? - Agentic Engineering Patterns
The Top AI Papers of the Week (March 9 - March 15)
GitHub’s slopocalypse – the flood of AI-generated spam PRs and issues – has made Jazzband’s model of open membership and shared push access untenable. Jazzband was designed for a world …
I was a speaker last month at the Pragmatic Summit in San Francisco, where I participated in a fireside chat session about agentic engineering hosted by Eric Lui from Statsig. …
Claude Code Review, AutoHarness, Perplexity Personal Computer, Cloudflare /crawl, Context7 CLI, and More
Here's what surprised me: Standard pricing now applies across the full 1M window for both models, with no long-context premium. OpenAI and Gemini both charge more for prompts where the …
Simply put: It’s a big mess, and no off-the-shelf accounting software does what I need. So after years of pain, I finally sat down last week and started to build …
Within roughly the same six-month window, Anthropic shipped Agent Teams for Claude Code, OpenAI published Swarm and the production-ready Agents […]
PR from Shopify CEO Tobias Lütke against Liquid, Shopify's open source Ruby template engine that was somewhat inspired by Django when Tobi first created it back in 2006. Tobi found …
Brutal satire on the whole vibe-porting license washing thing (previously): Finally, liberation from open source license obligations. Our proprietary AI robots independently recreate any open source project from scratch. The …
Epic piece on AI-assisted development by Clive Thompson for the New York Times Magazine, who spoke to more than 70 software developers from companies like Google, Amazon, Microsoft, Apple, plus …
Here's what I think is happening: AI-assisted coding is exposing a divide among developers that was always there but maybe less visible. Before AI, both camps were doing the same …
Today in animated explanations built using Claude: I've always been a fan of animated demonstrations of sorting algorithms so I decided to spin some up on my phone using Claude …
Discover what's new in The Replay, LogRocket's newsletter for dev and engineering leaders, in the March 11th issue.
Most companies buy AI tools but ignore AI literacy. Learn how structured AI training helps engineering teams boost productivity and adoption.
<p>We are excited to announce that SGLang supports NVIDIA Nemotron 3 Super on Day 0.</p> <p><a href="https://developer.nvidia.com/blog/introducing-nemotron-3...
AI should help us produce better code - Agentic Engineering Patterns
If your AI app or agent works perfectly in development but falls apart in production, you’re not alone. In a […]
AI assistants are getting better at helping people inside the browser, but they still need too much babysitting.
A recurring concern I’ve seen regarding LLMs for programming is that they will push our technology choices towards the tools that are best represented in their training data, making it …
The Top AI Papers of the Week (March 1 - March 8)
What I had not realized is that extremely short exposures to a relatively simple computer program could induce powerful delusional thinking in quite normal people.
Anthropic announced six months of free Claude Max for maintainers of popular open source projects (5,000+ stars or 1M+ NPM downloads) on 27th February. Now OpenAI have launched their comparable …
AI Labor Market Impacts, Google Workspace CLI, GPT-5.4, Exa Deep, and More
オープンスタンダードである Agent Skills に従い Claude Code にドメインの専門知識や組織のナレッジを提供するスキルが最近注目を集めていますが、スキルの作成にはいくつかのハードルがあります。Anthropic は skill-creator と呼ばれるスキルの作成と改善のプロセス、パフォーマンス測定を支援するツールを提供しています。この記事では skill-creator を使用してスキルを作成・改善を行うプロセスを実際に体験してみます
This piece by Bruce Schneier and Nathan E. Sanders is the most thoughtful and grounded coverage I've seen of the recent and ongoing Pentagon/OpenAI/Anthropic contract situation. AI models are increasingly …
Introducing Ask Galileo: AI that answers any question about your users' experience in seconds by unifying session replays, support tickets, and product data.
Adnan Khan describes a devious attack chain against the Cline GitHub repository, which started with a prompt injection attack in the title of an issue opened against the repo. Cline …
Two new API models: gpt-5.4 and gpt-5.4-pro, also available in ChatGPT and Codex CLI. August 31st 2025 knowledge cutoff, 1 million token context window. Priced slightly higher than the GPT-5.2 …
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。
Anti-patterns: things to avoid - Agentic Engineering Patterns
I’m behind on writing about Qwen 3.5, a truly remarkable family of open weight models released by Alibaba’s Qwen team over the past few weeks. I’m hoping that the 3.5 …
Set up Claude Code MCP servers with step-by-step commands, configuration scopes, and Tool Search for 85% less context usage. Plus troubleshooting fixes.
We tested Perplexity Computer. Discover why its cloud-based, multi-model AI agent excels at generalist workflows but falls short for web development.
Shock! Shock! I learned yesterday that an open problem I'd been working on for several weeks had just been solved by Claude Opus 4.6 - Anthropic's hybrid reasoning model that …
Google's latest model is an update to their inexpensive Flash-Lite family. At $0.25/million tokens of input and $1.5/million output this is 1/8th the price of Gemini 3.1 Pro. It supports …
I just sent the February 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 this …
OpenVSX releases of Aqua Trivy 1.8.12 and 1.8.13 contained injected natural-language prompts that abuse local AI coding agents for system inspection a...
Learn what Claude Code is, how the agentic loop works, and what it costs. MCP, agent teams, pricing, installation, and Cursor comparison.
The Top AI Papers of the Week (February 23 - March 1)
I'm moving to another service and need to export my data. List every memory you have stored about me, as well as any context you've learned about me from past …
Evaluating AGENTS.md, Perplexity Computer, Nano Banana 2, Doc-to-LoRA, Hermes Agent, Mercury 2, and More
Because users lose their passkeys all the time, and may not understand that their data has been irreversibly encrypted using them and can no longer be recovered. Tim Cappalli: To …
Another in the genre of "OK, coding agents got good in November" posts, this one is by Max Woolf and is very much worth your time. He describes a sequence …
Anthropic are now offering their $200/month Claude Max 20x plan for free to open source maintainers... for six months... and you have to meet the following criteria: Maintainers: You're a …
Here's a little prototype I built this morning from my phone as an experiment in HTTP range requests, and a general example of using LLMs to satisfy curiosity. I've been …
It is hard to communicate how much programming has changed due to AI in the last 2 months: not gradually and over time in the "progress as usual" way, but …
A New Study Has Answers
Paper は AI エージェントを通じてコードとキャンバスを双方向に接続するデザインツールで、AI にデザインの作成やコードへの変換を任せることができます。Paper の MCP サーバーのツールを組み合わせることでキャンバス上のノードの情報を取得したり、デザインを挿入・編集したりすることができます。この記事では実際に Paper を試して、コードからデザインへ、デザインからコードへの双方向のワークフローがどのように実現されているのかを紹介します。
Yikes! It turns out Gemini and Google Maps (and other services) share the same API keys... but Google Maps API keys are designed to be public, since they are embedded …
If people are only using this a couple of times a week at most, and can’t think of anything to do with it on the average day, it hasn’t changed …
New Claude Code feature dropped yesterday: you can now run a "remote control" session on your computer and then use the Claude Code for web interfaces (on web, iOS and …
It’s also reasonable for people who entered technology in the last couple of decades because it was good job, or because they enjoyed coding to look at this moment with …
この記事では、コーディングエージェントを使用してコードベースの構造的なウォークスルーを行う方法について説明しています。著者は、SwiftUIスライドプレゼンテーションアプリを作成した際に、コードの詳細を理解するためにClaude Codeを使用しました。具体的には、リポジトリを指示し、コードの読み取りと詳細なウォークスルーの計画を行うように促しました。Showboatというツールを使って、Markdown形式でドキュメントを作成し、コードのスニペットを自動的に追加することで、誤りを避けることができました。このプロセスを通じて、著者はSwiftUIアプリの構造やSwift言語の詳細を学びました。記事は、LLM（大規模言語モデル）が新しいスキルを学ぶ速度を低下させる可能性について懸念する人々に対し、このようなパターンを採用することを推奨しています。 • コーディングエージェントを使用してコードベースの構造的なウォークスルーを行うことができる。 • Showboatツールを使用して、Markdown形式でドキュメントを作成し、コードのスニペットを自動的に追加する。 • Claude Codeを使用して、リポジトリのコードを読み取り、詳細なウォークスルーを計画する。 • このプロセスを通じて、SwiftUIアプリの構造やSwift言語の詳細を学ぶことができる。 • LLMが新しいスキルを学ぶ速度を低下させる可能性があるが、こうしたパターンを採用することで学習機会を増やせる。
AI agents are writing more code than ever, and that's creating new supply chain risks. Feross joins the Risky Business Podcast to break down what that...
Learn how Google & Shopify’s UCP enables AI agents to discover products, manage carts, and complete secure online transactions.
この記事では、コーディングエージェントを使用する際に自動テストが不可欠であることが強調されています。従来のテスト作成に関する言い訳は通用せず、エージェントが数分でテストを整形できるため、テストはAI生成コードの信頼性を確保するために重要です。特に、エージェントが既存のコードベースに対してテストを実行することで、コードが本当に機能するかどうかを確認できます。著者は、エージェントに「最初にテストを実行する」というプロンプトを与えることで、テストスイートの存在を認識させ、将来的に新しい変更に対してもテストを実行するよう促す方法を提案しています。これにより、エージェントはテストの重要性を理解し、テストを拡張することが自然になります。 • 自動テストはコーディングエージェントにとって必須である。 • 従来のテスト作成に関する言い訳はもはや通用しない。 • AI生成コードの信頼性を確保するためにテストが重要。 • エージェントは既存のコードベースに対してテストを実行することで、コードの機能を確認できる。 • 「最初にテストを実行する」というプロンプトがエージェントにテストの重要性を認識させる。
Really interesting case-study from Andreas Kling on advanced, sophisticated use of coding agents for ambitious coding projects with critical code. After a few years hoping Swift's platform support outside of …
I’ve started a new project to collect and document Agentic Engineering Patterns—coding practices and patterns to help get the best results out of this new era of coding agent development …
The paper asked me to explain vibe coding, and I did so, because I think something big is coming there, and I'm deep in, and I worry that normal people …
The latest scourge of Twitter is AI bots that reply to your tweets with generic, banal commentary slop, often accompanied by a question to "drive engagement" and waste as much …
Nothing humbles you like telling your OpenClaw “confirm before acting” and watching it speedrun deleting your inbox. I couldn’t stop it from my phone. I had to RUN to my …
On February 5th Anthropic's Nicholas Carlini wrote about a project to use parallel Claudes to build a C compiler on top of the brand new Opus 4.6 Chris Lattner (Swift, …
Striking graph illustrating stock in the UK Raspberry Pi holding company spiking on Tuesday: The Telegraph credited excitement around OpenClaw: Raspberry Pi's stock price has surged 30pc in two days, …
Gabriel Chua (Developer Experience Engineer for APAC at OpenAI) provides his take on the confusing terminology behind the term "Codex", which can refer to a bunch of of different things …
The Top AI Papers of the Week (February 16-22)
Claude Sonnet 4.6, Gemini 3.1 Pro, Stripe Minions, Cloudflare Code Mode, Qwen 3.5
We’ve made GPT-5.3-Codex-Spark about 30% faster. It is now serving at over 1200 tokens per second.
Andrej Karpathy tweeted a mini-essay about buying a Mac Mini ("The apple store person told me they are selling like hotcakes and everyone is confused") to tinker with Claws: I'm …
This new Canadian hardware startup just announced their first product - a custom hardware implementation of the Llama 3.1 8B model (from July 2024) that can run at a staggering …
I don't normally cover acquisition news like this, but I have some thoughts. It's hard to overstate the impact Georgi Gerganov has had on the local model space. Back in …
An emerging npm supply chain attack that infects repos, steals CI secrets, and targets developer AI toolchains for further compromise.
Maryam Ashoori, VP of Product and Engineering at IBM’s Watsonx platform, talks about the messy reality of enterprise AI deployment.
Long running agentic products like Claude Code are made feasible by prompt caching which allows us to reuse computation from previous roundtrips and significantly decrease latency and cost. [...] At …
<p>The SGLang team has worked closely with NVIDIA across <a href="https://lmsys.org/blog/2025-05-05-large-scale-ep/">multiple GPU generations</a> to unlock s...
The first in the Gemini 3.1 series, priced the same as Gemini 3 Pro ($2/million input, $12/million output under 200,000 tokens, $4/$18 for 200,000 to 1,000,000). They boast about its …
Multi-agent coding workflows promise speed, but shared state causes collisions. Learn practical fixes and why isolation plus orchestration matters.
SWE-bench is one of the benchmarks that the labs love to list in their model releases. The official leaderboard is infrequently updated but they just did a full run of …
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25+ years into my career as a programmer I think I may finally be coming around to preferring type hints or even strong typing. I resisted those in the past …
Discover what's new in The Replay, LogRocket's newsletter for dev and engineering leaders, in the February 18th issue.
New opinion piece from Paul Ford in the New York Times. Unsurprisingly for a piece by Paul it's packed with quoteworthy snippets, but a few stood out for me in …
LLMs are eating specialty skills. There will be less use of specialist front-end and back-end developers as the LLM-driving skills become more important than the details of platform usage. Will …
Learn how to recreate Claude Skills–style workflows in GitHub Copilot using custom instruction files and smarter context management.
Sonnet 4.6 is out today, and Anthropic claim it offers similar performance to November's Opus 4.5 while maintaining the Sonnet pricing of $3/million input and $15/million output tokens (the Opus …
Socket is now scanning AI agent skills across multiple languages and ecosystems, detecting malicious behavior before developers install, starting with...
First chick of the 2026 breeding season! Kākāpō Yasmine hatched an egg fostered from kākāpō Tīwhiri on Valentine's Day, bringing the total number of kākāpō to 237 – though it …
But the intellectually interesting part for me is something else. I now have something close to a magic box where I throw in a question and a first answer comes …
Claude Code is deceptively capable. Point it at a codebase, describe what you need, and it’ll autonomously navigate files, write […]
ここ数日、OpenClawの名前をよく見かけたと思います。開発者がOpenAIに参加したニュースもあり、タイムラインで話題になっていました。 OpenClaw — Personal AI AssistantOpenClaw — The AI that actually does things. Your personal assistant on any platform.jonahships_ OpenClawはオープンソースの自律型AIエージェントで、LLMに自分のPCの強い権限を渡してAgent Skillsの仕組みで自動操縦します。いわば、Devinのような自律型アシスタントを個人が安価にセルフホストできるようになったものです。Claude Code（非OSS）やCodex CLIといったコーディングエージェントより一段上のレイヤーにあたります。Claude Codeでも同等のことは実現できますが、常時起動・チャット連携・スキル管理といったハーネスを自前で組む必要があり、OpenClawはそこをまるごと引き受けて定期的に推論してツール実行まで走ります。セキュリティ面がまだ未
Given the threat of cognitive debt brought on by AI-accelerated software development leading to more projects and less deep understanding of how they work and what they actually do, it's …
Alibaba's Qwen just released the first two models in the Qwen 3.5 series - one open weights, one proprietary. Both are multi-modal for vision input. The open weight one is …
I'm a very heavy user of Claude Code on the web, Anthropic's excellent but poorly named cloud version of Claude Code where everything runs in a container environment managed by …
<p>Following our <a href="https://lmsys.org/blog/2026-01-16-sglang-diffusion/">two-month progress update</a>, we're excited to share a deeper dive into the a...
Steve Yegge's take on agent fatigue, and its relationship to burnout. Let's pretend you're the only person at your company using AI. In Scenario A, you decide you're going to …
I'm occasionally accused of using LLMs to write the content on my blog. I don't do that, and I don't think my writing has much of an LLM smell to …
We coined a new term on the Oxide and Friends podcast last month (primary credit to Adam Leventhal) covering the sense of psychological ennui leading into existential dread that many …
It's wild that the first commit to OpenClaw was on November 25th 2025, and less than three months later it's hit 10,000 commits from 600 contributors, attracted 196,000 GitHub stars …
The Top AI Papers of the Week (February 9-15)
This piece by Margaret-Anne Storey is the best explanation of the term cognitive debt I've seen so far. Cognitive debt, a term gaining traction recently, instead communicates the notion that …
Someone has to prompt the Claudes, talk to customers, coordinate with other teams, decide what to build next. Engineering is changing and great engineers are more important than ever.
GPT-5.3-Codex-Spark, GLM-5, MiniMax M2.5, Recursive Language Models, Harness Engineering, Agentica, and More
The retreat challenged the narrative that AI eliminates the need for junior developers. Juniors are more profitable than they have ever been. AI tools get them past the awkward initial …
Entire CLI は AI エージェントのセッションを Git 互換のデータベースとして保存するためのツールです。Git レポジトリで Entire を有効にすると、AI エージェントのセッションをチェックポイントとして保存できるようになります。チェックポイントではユーザーのプロンプトや AI エージェントの応答、ツールの使用履歴、AI がコードを書いた割合などを確認できます。
Someone asked if there was an Anthropic equivalent to OpenAI's IRS mission statements over time. Anthropic are a "public benefit corporation" but not a non-profit, so they don't have the …
As a USA 501(c)(3) the OpenAI non-profit has to file a tax return each year with the IRS. One of the required fields on that tax return is to “Briefly …
OpenAI announced a partnership with Cerebras on January 14th. Four weeks later they're already launching the first integration, "an ultra-fast model for real-time coding in Codex". Despite being named GPT-5.3-Codex-Spark …
Claude Code was made available to the general public in May 2025. Today, Claude Code’s run-rate revenue has grown to over $2.5 billion; this figure has more than doubled since …
The next big thing might be recursive language models (RLMs).
One of the sub-threads of the AI energy usage discourse has been the impact new data centers have on the cost of electricity to nearby residents. Here's detailed analysis from …
New from Google. They say it's "built to push the frontier of intelligence and solve modern challenges across science, research, and engineering". It drew me a really good SVG of …
Scott Shambaugh helps maintain the excellent and venerable matplotlib Python charting library, including taking on the thankless task of triaging and reviewing incoming pull requests. A GitHub account called @crabby-rathbun …
In my post about my Showboat project I used the term "overseer" to refer to the person who manages a coding agent. It turns out that's a term tied to …
An AI-generated report, delivered directly to the email inboxes of journalists, was an essential tool in the Times’ coverage. It was also one of the first signals that conservative media …
OpenAI's adoption of Skills continues to gain ground. You can now use Skills directly in the OpenAI API with their shell tool. You can zip skills up and upload them …
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This is a huge new MIT-licensed model: 754B parameters and 1.51TB on Hugging Face twice the size of GLM-4.7 which was 368B and 717GB (4.5 and 4.6 were around that …
Charles Leifer has been maintaining pysqlite3 - a fork of the Python standard library's sqlite3 module that makes it much easier to run upgraded SQLite versions - since 2018. He's …
WebMCP は Web 開発者が Web アプリケーションの機能をツールとして公開できるようにする JavaScript インターフェイスです。これにより AI エージェントが Web アプリケーションの機能を直接呼び出して操作できるようになります。
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MCP Apps is MCP's official UI extension. Learn the mental model for MCP servers and hosts, where it fits, the gotchas, and the security tradeoffs in practice.
