AI code editor
Cursor is the AI code editor built by Anysphere, founded in 2022 and based in San Francisco. It works with models from several labs for completion, chat-driven edits and coding agents.
The session bundles inference infrastructure decisions most teams learn the hard way: when disaggregated prefill/decode and KV-cache-aware routing pay off, and whether self-hosting beats token-based API pricing. Engineers deploying open-source models with vLLM or SGLang can register to get a hands-on walkthrough of Ray Serve LLM and agentic-platform integration. Registration is open now via the Anyscale link.
Gergely Orosz 吐槽 Gartner 把 IBM、AWS 排在 Cursor、Anthropic 前当编程工具，连 OpenAI 都没提，看看咨询公司的 AI 报告有多离谱。
SpaceX 这季财报挺猛：扭亏为盈净赚 44 亿美元，AI 算力板块涨了 8 倍，Cursor 收购后也开始出钱了，数据都列得很全。
Chromium 内核的 ego (lite) 开放 Windows beta 了，能把 Claude Code、Codex、Cursor 接进去自动浏览网页干活，做 Agent 自动化测试的可以试试。
给用 Claude Code 或 Cursor 写代码的人：这个开源工具能把你的会话历史存成经验，下次智能体直接复用，少走弯路。
OpenAI 前研究主管创业做制造业智能体，刚拿了 2.3 亿美元，Anduril 已经在用，看点很足。
博主把自动做视频的每项成本都摊开了：Opus 5.5 每月 20 美元出 80 条视频，图片 API 一天 5 块，想搭同款流水线可以先看看这份账单。
一个叫 REA 的开源项目火了，241K star，能让 Claude Code、Cursor 自动逆向 App 源码，连 Notion 剪贴板和游戏声音算法都能拆出来，文末还教你怎么画架构图。
Notion 的 AI 能跑电脑和浏览器了，单任务最长 24 小时，还改成积分计费，重度用户可以 BYOK 自带 token，省钱路子变多了。
Notion 的 AI 智能体现在能操作电脑和浏览器，还能挂机跑 24 小时，计费改成类似 Cursor 的积分制，重度用户可以自带 ChatGPT 订阅或自己的 token。
The finding that outcome-level checks can pass while private data leaks mid-negotiation suggests today's agent evaluation metrics miss the failures that matter most in multi-party settings. Teams deploying agents that interact with outside systems should add claim-verification steps to their protocols and score each agent against the party it serves. Researchers studying multi-agent systems get a taxonomy of 20 concrete failure modes to benchmark against.
