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访问原站 ↗Simon 介绍 Jacob Sansbury 写的 Spawn：一款可用自然语言提示词改写世界的大型多人游戏。据称开发已由 Fable 级 agent 群自治推进，每月 token 花费超过三百万美元，约为人力成本的 30 倍；生产错误、Savi 报 bug 与日志异常会直接唤醒 agent，常在一小时内修到对应用户。团队把「一小时未发版」当 SEV-0，回滚约 30 秒。Fable 5.1 能撑住这种自治，换 GPT-6 Astra 做安全整改时几乎把功能全关掉。Simon 认为游戏是试探 coding agent 极限的好土壤，但高风险软件未必适用。
「Quoting Ted Sanders」。要点：28th October 2026 In general, LLM performance is incredibly multidimensional. There's no guarantee of a fixed ordering where the model that is best at math is also the model that's best at jokes. Despite that complexity, much of the variation in performance is explained by just a single variable: model size. In general, models that are bigger will (a) be mor。
Simon 在 GitHub Universe 转述 Octoverse 2026：Agentic 工程推动合并 PR 约 2.2 亿/月、提交约 73.8 亿/月、新建仓库约 3030 万/月；报告新增行业分类与互操作/逆向工程仓库统计，并用 LLM 校正国家分布。
Simon 认为 2026 年 10 月是 vibe 做游戏的拐点：Claude Opus 5.5 在 3D、音乐与游戏设计上进步明显，能把玩法改到真正好玩。他做出 Tree Appreciator 等浏览器游戏，并感到趣味感目前胜过 GPT-6 Astra。
「Quoting Terk Terkowitz」。要点：28th October 2026 If your work does not benefit from current AI tooling, that is a finding, not a failing. Document why, share it with your community of peers, bring it to your manager, and work to find solutions. An engineer who can explain where AI does not yet help their work is demonstrating the judgement we are asking for. — Terk Terkowitz, An update fr。
GitHub Universe 彩屏胸牌可被黑客成 Game Boy/GBC 模拟器（Steve Francia + Gemini），倒转胸牌可用机身触控当手柄，有 ROM 甚至能玩《林克的觉醒》。
OpenAI 发布 GPT-6.1 Terra，强调视觉推理、computer use 与更自然文案；中档定位，API 约 $1/$5 每百万 token，适合重复桌面自动化，沟通表现被评价较好。
「Quoting Jason Koebler」。要点：26th October 2026 Because big tech platforms essentially do not have customer support and make it impossible for their users to contact a human, many people experiencing run-of-the-mill tech problems have turned to ChatGPT. And, increasingly, ChatGPT is telling people that have normal tech support problems that they have discovered something journalistically。
webframe 用系统 WebView 把网页当程序执行（console→stdout），比 Playwright 系更轻。Simon 让 Claude 实测，并按 shot-scraper JS 模式评估其作沙箱与抓取工具的潜力。
Simon 做 Seam Cutter：沿水平/垂直缝切开图片并相对滑动两半，从而裁掉中间一段，方便长截图去掉无关中间内容。
Battledrones 新地图 Compass Rose 支持四人在线（WebSocket），空位 AI 填充，紫/绿新队伍，可用分享链或二维码加入。
Quick Study 是用 Claude Opus 5.5 提示做出的浏览器小工具：上传或粘贴照片后，在几秒内用 canvas 模拟油画/水彩/点彩笔触从粗到细绘制。可调细节与时长，按住按钮对比原图，并支持下载 PNG；实现用 Sobel 边缘检测，几乎无外部依赖。
Moonshot 上线 Kimi K3.1 Pro（承诺 11/4 开源权重），Highspeed 约 2–3× 更快更贵；价 $2/$10，AA 指数 55，接近前沿闭源。Simon 用 LLM CLI 测鹈鹕 SVG。
「DE STAAT - FREEDOM (Official Music Video)」。要点：22nd October 2026 - Link Blog DE STAAT - FREEDOM (Official Music Video) (via) OK well this is a first for me... at 00:44 in this new music video by Dutch alternative rock band De Staat: The visual effects are credited to Matties Grooten of Fake it or Leave it. Recent articles - The October inflection point for vibe game development - 28th October 2026 - Batt。
Anthropic 将 Agent Skills 标准捐赠给 Linux 基金会下的 Agentic AI Foundation（曾接收 MCP），强调厂商中立。Simon 去年就预判会进 AAIF，并用自家博客 MCP 找回旧文。
「Quoting Armin Ronacher」。要点：22nd October 2026 As fun as AI is, we built so much bad software over the last 30 years, and now the universe is punishing us for our sins. Recent articles - The October inflection point for vibe game development - 28th October 2026 - Battle Drones - a vibe coded RTS with audio-based multiplayer - 20th October 2026 - Hello Python 3.15, goodbye 3.10, and now 。
PHP 全 8.x 线紧急安全更新修复两处 RCE，协调披露泄露导致攻击细节与 PoC 视频外流，项目提前发版。PHP Foundation 说明事故并呼吁用户尽快升级，同时讨论加强安全流程。
Battle Drones 开源次日即出现法语 Fork「Panache」：Gabriel Turpin 重绘为 1900 年 Belle Époque 蒸汽朋克法国，加入动画开场与法式音乐，玩法大体沿用，模型与氛围焕然一新。
eMudhra 八张中间 CA 私钥泄露，证书链入 Mozilla/微软/苹果/Chrome 信任库。需更新各系统 ca-certificates；Python 生态 uv/pip/certifi 等已发新证书包。
Simon 用 Agent 迭代出可玩的 RTS「Battle Drones」，强调「让它更好玩」有效；支持近场设备用音频同步状态的多人模式，历经十余大版本与数百次 Agent 提交。
转述 Jeremy Scheff：编程曾是高薪逻辑谜题职业，Agent 让「解谜本身」的乐趣贬值；若享受的是建成系统而非解题过程，LLM 是礼物，反之则是真实失落。
「llm-tools-datasette 0.1.1」。要点：18th October 2026 Recent articles - The October inflection point for vibe game development - 28th October 2026 - Battle Drones - a vibe coded RTS with audio-based multiplayer - 20th October 2026 - Hello Python 3.15, goodbye 3.10, and now I can use 3.11 - 12th October 2026 - A new feature for my blog, built using my voice - 9th October 2026。
llm-echo 0.5 更新：假模型回显提示词，并修正工具调用、系统提示与 reasoning token 的模拟用量统计，方便在发新版 LLM 前测 PR。
Lean Rada 技巧：用 document.currentScript.replaceWith 让内联 script 加载时替换自身，可做极简「模板」输出当年份等动态片段。
web-edit 小工具用于经 Tailscale 浏览编辑远端文件夹；新版支持文本/图片复制到剪贴板，方便手机驱动笔记本跑 pelican 后把日志拷进 Gist。
「Quoting Addy Osmani, Morgan Westlee Lunt, and Qing Wang」。要点：16th October 2026 We think "did a human read the code?" is an imprecise proxy for "what could go wrong with this change, and which check—automated or human—is the right one to catch it?" Asking that question also changed when review happens. Before, review was a gate at the end of the road: write the code, open a PR, wait for your colleague. Now, review runs。
Claude Code Ultracode 模式连跑 12+ 小时，用 Rust 写出把 SPARQL 1.1 植入 SQLite 的扩展 sparqlite，并补 README/教程；展示动态子代理工作流啃硬研究任务。
Chirp Pong：两台手机靠麦克风「唧唧」声同步的双人竞技，静态 HTML 即可；Claude 在 Pong 基础上加玩法与画面扭曲，验证音频联网可行。
FT 称 Anthropic IPO 路演透露季度收入陡升：Q1≈48 亿、Q2 115 亿、Q3 168 亿美元，算力收入比约 1.7，并加强对蒸馏的限制与收费。
受 Tiny Little Office「文档数据塞进 URL hash」启发，Simon 让 Claude 做 LaTeX 渲染器：打开带 #code 的链接即可渲染，便于分享公式文档。
用手机 Claude 聊天（非 Code）单次提示做出 Tree Appreciator：两棵算法树的赏差异小游戏，含音乐成就，强调「确保好玩」对 Opus 5.5 很有效。
「Hello Python 3.15, goodbye 3.10, and now I can use 3.11」。要点：12th October 2026 Python 3.15 is here! Here’s the essential What’s new in Python 3.15 guide, this year curated by 3.14 and 3.15 release manager Hugo van Kemenade. As someone who builds open source software that works in every supported Python version, I get to say goodbye to Python 3.10 and start embracing features from Python 3.11. First, some highlights fr。
「A new feature for my blog, built using my voice」。要点：9th October 2026 I shipped a new feature for my blog today: the Newsletters page, which offers an index of all of the newsletters I’ve sent out, both my free weekly Substack and my monthly sponsors-only updates. I built the feature almost entirely using my voice, chatting away to my laptop while I cooked dinner. Codex voice mode I used the ChatGPT desktop ap。
「Claude Haiku 5.5」。要点：7th October 2026 As previously promised, here’s Anthropic’s new fast, low cost model: Introducing Claude Haiku 5.5. The previous Haiku, 4.5, was very much showing its age. It came out almost a year ago, and was priced at $1/million input and $5/million output—relatively expensive even back then, and a full 10x the price of OpenAI’s GPT-6 Luna, released last 。
「We're going to need default hard budget caps on pretty much everything」。要点：We’re going to need default hard budget caps on pretty much everything 3rd October 2026 Here’s a product feature which the world is going to need a whole lot more of over the coming months and years: default hard budget caps. I’m talking about the feature of pay-by-usage services and APIs that lets you say “after $X/month, cut this thing off and return error。
「OpenAI DevDay 2026 live blog」。要点：29th September 2026 I’m at OpenAI DevDay today, in Fort Mason, San Francisco. Same as last year I’ll be live blogging the keynote and some other notes during the day. OpenAI gave me a free ticket and a seat in the “creator” area for the keynote. 09:27 I'm in the room for the keynote, which starts in half an hour. This year I vibe-coded a system for more easi。
「2026 in LLMs (so far)」。要点：27th September 2026 On Friday I gave the closing keynote at the WeAreDevelopers World Congress North America in San Jose. I tied together the key trends from the past year into a chronological exploration of everything that happened in 2026. The video is on YouTube; here are my annotated slides and notes to accompany the talk. And as an annotated presentatio。
「Claude Opus 5.5, GPT-6 Sol, GPT-6 Luna, and a new price war」。要点：22nd September 2026 Yesterday was Grok 4.7 (pelicans) and MiMo v2.6 Flash/Pro (more pelicans). Today Anthropic released Claude Opus 5.5, and around an hour later OpenAI released GPT-6 Sol and GPT-6 Luna. It’s going to take a while to get a good read on all of these new models, but here are my impressions so far. GPT-6 Sol and Luna are half the price of their。
「Jev introduces a new shape of LLM - System One, aka Decision Models」。要点：Jev introduces a new shape of LLM—System One, aka Decision Models 21st September 2026 Last week TypeSafe AI unveiled Jev, their first example of a new category of model that they are calling “System One models” (I’m with Maggie Appleton, I think “decision models” is a better name for these). Jev is an interesting variant on the usual LLM format: it still acc。
「Generating running routes with GPT-6 Astra and ChatGPT Work」。要点：12th September 2026 Here’s a neat thing I had ChatGPT Work with GPT-6 Astra (Max) do this morning: I live at <my address>. Figure out 5K and 10K running routes from me that loop from my house. Use OSM data. It worked for 27 minutes and produced exactly what I’d asked for, as both an embedded visualization and downloadable GPX file and GeoJSON files. Here’s t。
「OpenAI agents attacked RubyGems back in May」。要点：12th September 2026 OpenAI agents carried out an undisclosed attack on RubyGems is a new bombshell report from Spencer Kitts, Thomas Larsen, and Sydney Von Arx—three of the four authors of the report on the agent attack on disused wikis (previously) last week. This time they’re noting that it looks very likely that an OpenAI agent swarm was behind an attack 。
「Some thoughts on the Navier–Stokes Millennium Prize Problem」。要点：8th September 2026 On the Navier–Stokes Millennium Prize Problem introduces an impressive result from OpenAI, who used an unreleased model to produce a resolution to the Navier–Stokes existence and smoothness problem, one of the seven Millennium Prize Problems that have been subject to a $1,000,000 prize since May 24th, 2000. The discovery is somewhat oversh。
「The Pelican comparison grid for Astra is pretty interesting」。要点：4th September 2026 I got access to GPT-6 Astra this afternoon, so naturally I used it to generate SVGs of pelicans riding bicycles—at low, medium, high, xhigh and max reasoning levels (Astra doesn’t support reasoning=none). Then I rendered those pelicans in a comparison grid with GPT-5.6 Sol, Terra, and Luna, and beyond being fun the result was surprisingly 。
「OpenAI's rogue agents were caught communicating via public wikis」。要点：OpenAI’s rogue agents were caught communicating via public wikis 4th September 2026 Here we go again... Discovery of a new OpenAI agent message board by Sydney Von Arx, Cormac Slade Byrd, Spencer Kitts, and Thomas Larsen describes the latest accidental cyberattack by models being trained by OpenAI. This time it was agents engaged in some sort of web research。