2026-08-18 · DAILY BRIEF

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14 个来源,61 条候选资讯,整理为 6 个有效分类。

14信息源
61候选资讯
6有效分类
DAILY BRIEF · NO.089

晨报 · 2026-08-18

覆盖 14 个来源、61 条候选资讯,形成 6 个有效分类。先看重点,再按主题深入。

14信息源
61候选资讯
6有效分类
正常运行状态

今日重点

5 条
AI HOT 精选 · AI/大模型

Cursor 推出 Origin 代码托管服务,作为 GitHub 的替代方案

Cursor 今日起向所有付费计划用户开放 Origin 代码托管的早期测试版,提供仓库、拉取请求、代码浏览及 GitHub 同步功能。用户可创建以 cursor.com/codebase/ 为前缀的仓库,或将 GitHub 仓库同步至 Origin,双向同步评论与审查。Vercel、Depot 和 Buildkite 集成已可用,智能体功能即将推出。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

AI HOT 精选 · 开发者热点

OpenAI 如何用前沿智能加固自身防御:The Defender's Window

OpenAI 在 OpenAI-Hugging Face 事件后反思低估了模型真实网络攻击能力,正通过四大支柱强化自身安全:用 Codex 验证代码漏洞、用智能体优先分流安全告警、持续枚举攻击路径,并仅向可信防御者开放网络能力。文中演示 ChatGPT Work(基于 GPT-5.6 Sol)15 分钟发现个人网站 13 个问题并在一小时内完成修复。(AIHOT源:OpenAI:官网动态(RSS · 排除企业/客户案例))

AI HOT 精选 · 科技前沿

A 股迎来"人形机器人第一股",宇树科技官宣 8 月 19 日科创板上市

宇树科技宣布股票将于 2026 年 8 月 19 日在科创板上市,发行价 150.80 元/股,对应市值约 609.93 亿元,预计募资约 60.99 亿元。该公司 2023 至 2025 年营收分别为 1.59 亿元、3.93 亿元和 16.99 亿元,净利润分别为-1114.51 万元、9547.47 万元和 2.78 亿元,是全球少数实现盈利的高性能通用机器人公司。(AIHOT源:IT之家(RSS))

MIT Tech Review · 国际时事

How much hydrogen awaits us underground?

In the 1990s, Barbara Sherwood Lollar descended into the Kidd Creek mine in northern Ontario, which cuts more than three kilometers into the ancient root of North America. There her team of geochemists found water that had been confined underground for more than a billion years. This ancient brin...

新浪财经 · 财经投资

英伟达为俄亥俄州OpenAI数据中心提供1050亿美元融资支持

周一披露的一份证券文件显示,英伟达将为OpenAI在俄亥俄州的一座新人工智能数据中心提供高达1050亿美元的融资。 该信贷将支持初始4.25吉瓦(GW)的计算能力...

AI/大模型

重点 1 · 共 8 条
AI HOT 精选 · AI/大模型

Cursor 推出 Origin 代码托管服务,作为 GitHub 的替代方案

Cursor 今日起向所有付费计划用户开放 Origin 代码托管的早期测试版,提供仓库、拉取请求、代码浏览及 GitHub 同步功能。用户可创建以 cursor.com/codebase/ 为前缀的仓库,或将 GitHub 仓库同步至 Origin,双向同步评论与审查。Vercel、Depot 和 Buildkite 集成已可用,智能体功能即将推出。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

AI HOT 精选 · AI/大模型

OpenRouter 推出 Activity 仪表盘与 Analytics API:按智能体、模型、请求追踪 AI 使用成本

OpenRouter 发布 Activity 仪表盘和 beta Analytics API,可按智能体、模型、请求维度查看支出、token 量、缓存命中率等指标,并支持下钻至单条请求日志。(AIHOT源:OpenRouter:Announcements(RSS))

AI HOT 精选 · AI/大模型

新兴多智能体系统的模式与问题

随着AI智能体在共享代码库、市场等社会系统中承担更多任务,智能体间的真实交互将激增,其交互量可能超过人机交互。Anthropic实验显示,协调式智能体群在2700万token运行中发现266个漏洞,远超独立并行方法的21个,但两者互补性明显。智能体虽擅长工具使用,但在长期协作与协调方面仍面临挑战。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

Follow Builders · AI/大模型

Thibault Sottiaux: Here is how to enable a 1M-token context window in Codex for GPT-5.6 Sol

Here is how to enable a 1M-token context window in Codex for GPT-5.6 Sol. Even though we have tuned the context limit in Codex to be set optimally when it comes to performance and cost, this is a common ask, so here it is documented. A larger context window lets Codex retain more code, tool output, and conversation history before summarizing older material. You need a model that supports it. And GPT-5.6 Sol, for example, has a documented 1,050,000-token window. Open ~/.codex/config.toml and add or update these settings at the top level, before any [section] headers: ``` model = "gpt-5.6-sol" model_context_window = 1000000 model_auto_compact_token_limit = 900000 ``` The first setting selects the model. The second tells Codex to use a one-million-token context budget. The third starts automatic history compaction around 900,000 tokens, leaving some headroom. Restart Codex client and start a new session after saving. To try the configuration for a single CLI session without changing your defaults: ``` codex -m gpt-5.6-sol \ -c model_context_window=1000000 \ -c model_auto_compact_token_limit=900000 ``` Have fun, but also know that we tuned the default carefully!|@thsottiaux · 热度 14483 · 2026-08-16

Follow Builders · AI/大模型

Thariq: it says a lot that the creators of three of the most iconic web frameworks: d...

it says a lot that the creators of three of the most iconic web frameworks: django (@simonw), flask (@mitsuhiko) and rails (@dhh) were so AI pilled so early|@trq212 · 热度 1790 · 2026-08-16

Follow Builders · AI/大模型

Aaron Levie: AI spend is nowhere close to hitting any walls

AI spend is nowhere close to hitting any walls. Obviously this data is weighted toward engineering-centric companies, with the top 1% spending $7,500/mo and top 10% spending $660/mo per employee on AI. But the general trend of continued exponential growth is occurring throughout all firm types. And what the top 10% is doing today may easily be what the top 50% is doing in 3 years from now, at least in terms of token volume if not in dollars. This is why there’s still so much opportunity right now in the diffusion of AI in the enterprise. Especially as token costs come down, we will throw larger portions of work at agents. They’ll be scanning all our code for security issues, testing all of our software, writing coding for much larger projects, processing nearly all data, and much more. So this trend has no end in sight.|@levie · 热度 519 · 2026-08-16

Follow Builders · AI/大模型

Thibault Sottiaux: Codex ✅ Almost 100% reliable ✅ Occasional resets ✅ Open-source ✅ (will have ...

Codex ✅ Almost 100% reliable ✅ Occasional resets ✅ Open-source ✅ (will have Astra) https://t.co/DxNdAgpag5|@thsottiaux · 热度 8840 · 2026-08-17

Follow Builders · AI/大模型

Thibault Sottiaux: GPT-5.6 Sol 1M in Codex

GPT-5.6 Sol 1M in Codex. This used to only work for API keys, but we just flipped the switch and works for usage through ChatGPT accounts now too. The same warning applies, there is a reason the current context length is the default, we have tuned it to ~perfection. But you do you!|@thsottiaux · 热度 4473 · 2026-08-17

GitHub AI趋势

重点 1 · 共 5 条
GitHub AI趋势 · GitHub AI趋势

nexu-io/open-design

🎨 Best DeepSeek Harness Design Plugin. The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTML/PDF/PPTX/MP4 export. 🤖 Claude Code / Codex / Cursor / DeepSeek Harness / OpenCode & 20+ CLIs via BYOK.|TypeScript · ⭐88287 · Search 增补 · 近快照 +812星 · 创建 2026-04-28

GitHub AI趋势 · GitHub AI趋势

DietrichGebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.|JavaScript · ⭐104712 · Search 增补 · 近快照 +663星 · 创建 2026-06-12

GitHub AI趋势 · GitHub AI趋势

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.|Python · ⭐107486 · Search 增补 · 近快照 +406星 · 创建 2026-04-03

GitHub AI趋势 · GitHub AI趋势

Leonxlnx/taste-skill

Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop|JavaScript · ⭐77389 · Search 增补 · 近快照 +817星 · 创建 2026-02-19

GitHub AI趋势 · GitHub AI趋势

stablyai/orca

Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and VPS.|TypeScript · ⭐47354 · Search 增补 · 近快照 +794星 · 创建 2026-03-17

科技前沿

重点 1 · 共 8 条
AI HOT 精选 · 科技前沿

A 股迎来"人形机器人第一股",宇树科技官宣 8 月 19 日科创板上市

宇树科技宣布股票将于 2026 年 8 月 19 日在科创板上市,发行价 150.80 元/股,对应市值约 609.93 亿元,预计募资约 60.99 亿元。该公司 2023 至 2025 年营收分别为 1.59 亿元、3.93 亿元和 16.99 亿元,净利润分别为-1114.51 万元、9547.47 万元和 2.78 亿元,是全球少数实现盈利的高性能通用机器人公司。(AIHOT源:IT之家(RSS))

AI HOT 精选 · 科技前沿

404 Media 追踪珍本图书流向:亚马逊批量购书扫描用于 AI 训练后销毁

404 Media 通过在一本珍本图书中放置追踪设备,首次揭露亚马逊未公开的购书行动:批量购入大量书籍,扫描用于 AI 训练数据,随后销毁。追踪显示这些书最终被送往亚马逊的一处人工智能训练中心。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

AI HOT 精选 · 科技前沿

黄仁勋宣布与SB Energy合作,为OpenAI建AI工厂

黄仁勋宣布NVIDIA与SB Energy合作,在俄亥俄州PORTS-Pike科技园区锁定LPS容量,专供NVIDIA AI工厂使用,OpenAI将作为租户。初始部署预计提供4.25吉瓦AI工厂容量,每代系统约150万块NVIDIA GPU,对应1500亿至2000亿美元收入。OpenAI已承诺至2030年部署约12吉瓦NVIDIA算力,可扩展至16吉瓦,总机会约6000亿美元。(AIHOT源:X:Jensen Huang (@JensenHuang))

AI HOT 精选 · 科技前沿

NVIDIA 与 SB Energy 合作锁定俄亥俄州 PORTS-Pike 园区电力容量,OpenAI 将入驻

NVIDIA 宣布与 SB Energy 合作,锁定俄亥俄州 PORTS-Pike 科技园区的电力容量(LPS)以独家部署 NVIDIA 算力,OpenAI 将成为租户。(AIHOT源:NVIDIA Blog(RSS))

AI HOT 精选 · 科技前沿

Cursor 正式被 SpaceX 收购

Cursor 已被 SpaceX 正式收购,完成自 4 月启动的收购流程。借助 SpaceX 全球最大规模的 GPU 集群,Cursor 将构建更强且运行成本更低的模型,并以更低价格向客户提供更强大的模型。本周三发布的 Grok 4.6 是双方合作成果的早期体现。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

量子位 · 科技前沿

共生知行发布人形机器人赛车Demo:以卡丁车测试双足机器人的“全身智能”

8月17日,具身智能初创公司共生知行发布双足人形机器人驾驶卡丁车Demo

IT之家 · 科技前沿

苹果 visionOS 26.6.1 正式版发布

IT之家 8 月 18 日消息,苹果今日向 Vision Pro 用户推送了 visionOS 26.6.1 更新(内部版本号:23O780),本次更新距离上次发布正式版间隔 21 天。 需要注意的是,因苹果各区域节点服务器配置缓存问题,可能有些地方探测到升级更新的时间略有延迟,一般半小时内,不会太久。 附 visionOS 26 发布历史: 2026-07-28:visionOS 26.6 (23O770) 2026-07-14:visionOS 26.6 Beta 5 (23O5765a) 2026-07-07:visionOS 26.6 Be...

量子位 · 科技前沿

人形机器人开始打国球了!两台机器人完整打完11分制比赛

没有遥控、没人喂球

开发者热点

重点 1 · 共 8 条
AI HOT 精选 · 开发者热点

OpenAI 如何用前沿智能加固自身防御:The Defender's Window

OpenAI 在 OpenAI-Hugging Face 事件后反思低估了模型真实网络攻击能力,正通过四大支柱强化自身安全:用 Codex 验证代码漏洞、用智能体优先分流安全告警、持续枚举攻击路径,并仅向可信防御者开放网络能力。文中演示 ChatGPT Work(基于 GPT-5.6 Sol)15 分钟发现个人网站 13 个问题并在一小时内完成修复。(AIHOT源:OpenAI:官网动态(RSS · 排除企业/客户案例))

AI HOT 精选 · 开发者热点

如何禁用或避免侵入式 AI:一份覆盖 Windows、Chrome、Edge、Firefox 及主流应用的实用指南

一份面向希望减少技术环境中侵入式 AI 的用户的操作指南,涵盖 Adobe Acrobat、Android/Gemini、Apple Intelligence、Chrome、Edge、Firefox、DuckDuckGo、Google Workspace、Slack、WhatsApp 及 Windows 11/Copilot 等平台。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

AI HOT 精选 · 开发者热点

Qwen 3.8 27B 表现出色,但默认推理强度过高导致过度思考

阿里 Qwen 实验室发布 Apache 2 许可的 27B 参数视觉大模型 Qwen 3.8 27B,官方基准显示其超越前代 Qwen 3.6 27B 及闭源 Qwen 3.7-Plus。(AIHOT源:Simon Willison 博客)

IT之家 · 开发者热点

苹果 visionOS 27.0 开发者预览版 Beta 6 发布

IT之家 8 月 18 日消息,苹果今日向 Vision Pro 用户推送了 visionOS 27.0 开发者预览版 Beta 6 更新(内部版本号:24M5355a),本次更新距离上次发布 Beta / RC 间隔 7 天。 需要注意的是,因苹果各区域节点服务器配置缓存问题,可能有些地方探测到升级更新的时间略有延迟,一般半小时内,不会太久。 目前尚无关于软件更新内容的任何消息。watchOS、tvOS 和 visionOS 每次发布新测试版通常只会增加少量功能,更新主要集中在修复漏洞和提升性能方面。 附 visionOS 27 发布历史: 2026-08-11:...

掘金 · 开发者热点

并发编程中的等待-通知模式:从 wait/notify 到 Guava Monitor

并发编程中的等待-通知模式比想象中复杂的多,Guava Monitor 做了很大的简化,我甚至推荐你优先使用Monitor而不是ReentrantLock。本文涉及等待通知模式的总结、特点、惊群效应等

掘金 · 开发者热点

Java包装类:基本类型与对象的桥梁

Java 的 8 种基本类型是值类型,不是对象,无法放入集合或直接调用方法。为此,每种基本类型都有对应的包装类,将其"包装"成对象,并支持 null 值、工具方法和自动装箱拆箱(Java 5+)。 一

InfoQ · 开发者热点

技术风向变了?2026 年,数据库领域国际顶会都在研究什么?

点击查看原文>

The Verge · 开发者热点

Wordle meets Clippy in this new word game

Like many of us, Sam Rosenthal plays games like Wordle every day, chasing after good scores and sharing the results with friends and family. But he's also a game designer, the creative director at Blaseball developer The Game Band, and so this regular habit got him thinking about what else could ...

财经投资

重点 1 · 共 4 条
新浪财经 · 财经投资

英伟达为俄亥俄州OpenAI数据中心提供1050亿美元融资支持

周一披露的一份证券文件显示,英伟达将为OpenAI在俄亥俄州的一座新人工智能数据中心提供高达1050亿美元的融资。 该信贷将支持初始4.25吉瓦(GW)的计算能力...

新浪财经 · 财经投资

8月18日热门中概股涨跌不一 小鹏涨超4% 华住酒店涨超11%

8月18日热门中概股涨跌不一,纳斯达克中国金龙指数(HXC)收跌0.37%。 上涨个股(按市值从高到低):台积电涨1.08%,阿里巴巴涨0.73%,拼多多涨0.74%,日月光半导体涨0...

新浪财经 · 财经投资

L3Harris因未指明“行为”罢免CEO 股价下跌4%

国防承包巨头L3Harris Technologies周日罢免了首席执行官克里斯·库巴希克,此前公司获悉其存在“某些不符合公司价值观的行为”,公司周一在声明中表示。

新浪财经 · 财经投资

派拉蒙寻求州总检察长提供18.8亿美元保证金,以覆盖华纳兄弟探索合并延迟带来的成本

派拉蒙将在其反垄断案件中,根据周一提交的一份新文件,寻求迫使那些阻碍其与华纳兄弟探索合并的州支付与延迟相关的费用和成本。

国际时事

重点 1 · 共 3 条
MIT Tech Review · 国际时事

How much hydrogen awaits us underground?

In the 1990s, Barbara Sherwood Lollar descended into the Kidd Creek mine in northern Ontario, which cuts more than three kilometers into the ancient root of North America. There her team of geochemists found water that had been confined underground for more than a billion years. This ancient brin...

TechCrunch · 国际时事

Save up to $300 on your TechCrunch Disrupt 2026 pass until August 21

If you’ve been circling around Disrupt, then now’s the best time to lock in your pass and start getting ready to join the rest of the startup community gathering in San Francisco from October 13-15 at Moscone West!

新浪财经 · 国际时事

8月18日隔夜要闻:美股收跌 原油黄金上涨 特朗普对伊朗谈判不乐观 公开指责阿曼 美光闪迪等存储巨头大涨

市场 8月18日收盘:美股三大股指收盘普跌 微软Meta跌超3% 8月18日美股成交额前20:美光涨超4% 马斯克明确看好美光闪迪等存储巨头 8月18日热门中概股涨跌不一 小鹏涨超4%...

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GitHub AI趋势5ok
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新浪财经5ok
IT之家3ok
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按来源展开全部条目
AI HOT 精选 · 11 条
AI HOT 精选

Cursor 推出 Origin 代码托管服务,作为 GitHub 的替代方案

Cursor 今日起向所有付费计划用户开放 Origin 代码托管的早期测试版,提供仓库、拉取请求、代码浏览及 GitHub 同步功能。用户可创建以 cursor.com/codebase/ 为前缀的仓库,或将 GitHub 仓库同步至 Origin,双向同步评论与审查。Vercel、Depot 和 Buildkite 集成已可用,智能体功能即将推出。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

AI HOT 精选

404 Media 追踪珍本图书流向:亚马逊批量购书扫描用于 AI 训练后销毁

404 Media 通过在一本珍本图书中放置追踪设备,首次揭露亚马逊未公开的购书行动:批量购入大量书籍,扫描用于 AI 训练数据,随后销毁。追踪显示这些书最终被送往亚马逊的一处人工智能训练中心。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

AI HOT 精选

如何禁用或避免侵入式 AI:一份覆盖 Windows、Chrome、Edge、Firefox 及主流应用的实用指南

一份面向希望减少技术环境中侵入式 AI 的用户的操作指南,涵盖 Adobe Acrobat、Android/Gemini、Apple Intelligence、Chrome、Edge、Firefox、DuckDuckGo、Google Workspace、Slack、WhatsApp 及 Windows 11/Copilot 等平台。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

AI HOT 精选

黄仁勋宣布与SB Energy合作,为OpenAI建AI工厂

黄仁勋宣布NVIDIA与SB Energy合作,在俄亥俄州PORTS-Pike科技园区锁定LPS容量,专供NVIDIA AI工厂使用,OpenAI将作为租户。初始部署预计提供4.25吉瓦AI工厂容量,每代系统约150万块NVIDIA GPU,对应1500亿至2000亿美元收入。OpenAI已承诺至2030年部署约12吉瓦NVIDIA算力,可扩展至16吉瓦,总机会约6000亿美元。(AIHOT源:X:Jensen Huang (@JensenHuang))

AI HOT 精选

NVIDIA 与 SB Energy 合作锁定俄亥俄州 PORTS-Pike 园区电力容量,OpenAI 将入驻

NVIDIA 宣布与 SB Energy 合作,锁定俄亥俄州 PORTS-Pike 科技园区的电力容量(LPS)以独家部署 NVIDIA 算力,OpenAI 将成为租户。(AIHOT源:NVIDIA Blog(RSS))

AI HOT 精选

A 股迎来"人形机器人第一股",宇树科技官宣 8 月 19 日科创板上市

宇树科技宣布股票将于 2026 年 8 月 19 日在科创板上市,发行价 150.80 元/股,对应市值约 609.93 亿元,预计募资约 60.99 亿元。该公司 2023 至 2025 年营收分别为 1.59 亿元、3.93 亿元和 16.99 亿元,净利润分别为-1114.51 万元、9547.47 万元和 2.78 亿元,是全球少数实现盈利的高性能通用机器人公司。(AIHOT源:IT之家(RSS))

AI HOT 精选

OpenAI 如何用前沿智能加固自身防御:The Defender's Window

OpenAI 在 OpenAI-Hugging Face 事件后反思低估了模型真实网络攻击能力,正通过四大支柱强化自身安全:用 Codex 验证代码漏洞、用智能体优先分流安全告警、持续枚举攻击路径,并仅向可信防御者开放网络能力。文中演示 ChatGPT Work(基于 GPT-5.6 Sol)15 分钟发现个人网站 13 个问题并在一小时内完成修复。(AIHOT源:OpenAI:官网动态(RSS · 排除企业/客户案例))

AI HOT 精选

OpenRouter 推出 Activity 仪表盘与 Analytics API:按智能体、模型、请求追踪 AI 使用成本

OpenRouter 发布 Activity 仪表盘和 beta Analytics API,可按智能体、模型、请求维度查看支出、token 量、缓存命中率等指标,并支持下钻至单条请求日志。(AIHOT源:OpenRouter:Announcements(RSS))

AI HOT 精选

Qwen 3.8 27B 表现出色,但默认推理强度过高导致过度思考

阿里 Qwen 实验室发布 Apache 2 许可的 27B 参数视觉大模型 Qwen 3.8 27B,官方基准显示其超越前代 Qwen 3.6 27B 及闭源 Qwen 3.7-Plus。(AIHOT源:Simon Willison 博客)

AI HOT 精选

新兴多智能体系统的模式与问题

随着AI智能体在共享代码库、市场等社会系统中承担更多任务,智能体间的真实交互将激增,其交互量可能超过人机交互。Anthropic实验显示,协调式智能体群在2700万token运行中发现266个漏洞,远超独立并行方法的21个,但两者互补性明显。智能体虽擅长工具使用,但在长期协作与协调方面仍面临挑战。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

AI HOT 精选

Cursor 正式被 SpaceX 收购

Cursor 已被 SpaceX 正式收购,完成自 4 月启动的收购流程。借助 SpaceX 全球最大规模的 GPU 集群,Cursor 将构建更强且运行成本更低的模型,并以更低价格向客户提供更强大的模型。本周三发布的 Grok 4.6 是双方合作成果的早期体现。(AIHOT源:Hacker News 热门(buzzing.cc 中文翻译))

Dev.to · 5 条
Dev.to

How to Reach Your Full Potential as a Programmer (It's Probably Not What You Think)

Follow Builders · 7 条
Follow Builders

Thibault Sottiaux: Here is how to enable a 1M-token context window in Codex for GPT-5.6 Sol

Here is how to enable a 1M-token context window in Codex for GPT-5.6 Sol. Even though we have tuned the context limit in Codex to be set optimally when it comes to performance and cost, this is a common ask, so here it is documented. A larger context window lets Codex retain more code, tool output, and conversation history before summarizing older material. You need a model that supports it. And GPT-5.6 Sol, for example, has a documented 1,050,000-token window. Open ~/.codex/config.toml and add or update these settings at the top level, before any [section] headers: ``` model = "gpt-5.6-sol" model_context_window = 1000000 model_auto_compact_token_limit = 900000 ``` The first setting selects the model. The second tells Codex to use a one-million-token context budget. The third starts automatic history compaction around 900,000 tokens, leaving some headroom. Restart Codex client and start a new session after saving. To try the configuration for a single CLI session without changing your defaults: ``` codex -m gpt-5.6-sol \ -c model_context_window=1000000 \ -c model_auto_compact_token_limit=900000 ``` Have fun, but also know that we tuned the default carefully!|@thsottiaux · 热度 14483 · 2026-08-16

Follow Builders

Thibault Sottiaux: Codex ✅ Almost 100% reliable ✅ Occasional resets ✅ Open-source ✅ (will have ...

Codex ✅ Almost 100% reliable ✅ Occasional resets ✅ Open-source ✅ (will have Astra) https://t.co/DxNdAgpag5|@thsottiaux · 热度 8840 · 2026-08-17

Follow Builders

Thibault Sottiaux: GPT-5.6 Sol 1M in Codex

GPT-5.6 Sol 1M in Codex. This used to only work for API keys, but we just flipped the switch and works for usage through ChatGPT accounts now too. The same warning applies, there is a reason the current context length is the default, we have tuned it to ~perfection. But you do you!|@thsottiaux · 热度 4473 · 2026-08-17

Follow Builders

Thariq: it says a lot that the creators of three of the most iconic web frameworks: d...

it says a lot that the creators of three of the most iconic web frameworks: django (@simonw), flask (@mitsuhiko) and rails (@dhh) were so AI pilled so early|@trq212 · 热度 1790 · 2026-08-16

Follow Builders

Aaron Levie: AI spend is nowhere close to hitting any walls

AI spend is nowhere close to hitting any walls. Obviously this data is weighted toward engineering-centric companies, with the top 1% spending $7,500/mo and top 10% spending $660/mo per employee on AI. But the general trend of continued exponential growth is occurring throughout all firm types. And what the top 10% is doing today may easily be what the top 50% is doing in 3 years from now, at least in terms of token volume if not in dollars. This is why there’s still so much opportunity right now in the diffusion of AI in the enterprise. Especially as token costs come down, we will throw larger portions of work at agents. They’ll be scanning all our code for security issues, testing all of our software, writing coding for much larger projects, processing nearly all data, and much more. So this trend has no end in sight.|@levie · 热度 519 · 2026-08-16

Follow Builders

Aaron Levie: Pretty good way to think about the value of AI agents and where the opportuni...

Pretty good way to think about the value of AI agents and where the opportunity lies. You have a technology that will tirelessly do all the things that you could never fully do before. Not because you didn’t want to or it wasn’t valuable, but because it was just not even remotely practical. The upside with AI is to think about everything you can now throw intelligence at that won’t give up and what would the returns be. You just couldn’t possibly find every security vulnerability in your codebase, because you couldn’t simulate every risk vector. You couldn’t read every contract or document to process the data and capture it to query later. You couldn’t comb through your customer base and look for every relevant data point for doing upsells. And so on. This is a pretty clear way to think about how to deploy AI to get real gains, but also where the startup opportunities are as well. Go after the markets where more compute on a problem will qualitatively change what customers can now do in that domain.|@levie · 热度 115 · 2026-08-17

Follow Builders

Dan Shipper: used fable to vibe code an app that visualizes and groups everyone who applie...

used fable to vibe code an app that visualizes and groups everyone who applied to come to Thesis we live in incredible times where detailed understanding of each of your customers—and how they cluster together in groups—is possible with very little effort https://t.co/UBkHaDIDhK|@danshipper · 热度 101 · 2026-08-16

GitHub AI趋势 · 5 条
GitHub AI趋势

nexu-io/open-design

🎨 Best DeepSeek Harness Design Plugin. The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTML/PDF/PPTX/MP4 export. 🤖 Claude Code / Codex / Cursor / DeepSeek Harness / OpenCode & 20+ CLIs via BYOK.|TypeScript · ⭐88287 · Search 增补 · 近快照 +812星 · 创建 2026-04-28

GitHub AI趋势

stablyai/orca

Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and VPS.|TypeScript · ⭐47354 · Search 增补 · 近快照 +794星 · 创建 2026-03-17

GitHub AI趋势

DietrichGebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.|JavaScript · ⭐104712 · Search 增补 · 近快照 +663星 · 创建 2026-06-12

GitHub AI趋势

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.|Python · ⭐107486 · Search 增补 · 近快照 +406星 · 创建 2026-04-03

GitHub AI趋势

Leonxlnx/taste-skill

Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop|JavaScript · ⭐77389 · Search 增补 · 近快照 +817星 · 创建 2026-02-19

Hacker News · 5 条
Hacker News

Incident with Github.com

Just got this message: "No server is currently available to service your request. Sorry about that. Please try refreshing and contact us if the problem persists." Edit: at the time of postin

Hacker News

Ask HN: Alternatives to GitHub

Github has been down consistently over the last few months - does it make sense to switch to alternatives?

Hacker News

AI-Generated GitHub Copilot “Autofix” Allowed Compromise of Snowflake's Jira

IT之家 · 3 条
IT之家

苹果 visionOS 26.6.1 正式版发布

IT之家 8 月 18 日消息,苹果今日向 Vision Pro 用户推送了 visionOS 26.6.1 更新(内部版本号:23O780),本次更新距离上次发布正式版间隔 21 天。 需要注意的是,因苹果各区域节点服务器配置缓存问题,可能有些地方探测到升级更新的时间略有延迟,一般半小时内,不会太久。 附 visionOS 26 发布历史: 2026-07-28:visionOS 26.6 (23O770) 2026-07-14:visionOS 26.6 Beta 5 (23O5765a) 2026-07-07:visionOS 26.6 Be...

IT之家

苹果 visionOS 27.0 开发者预览版 Beta 6 发布

IT之家 8 月 18 日消息,苹果今日向 Vision Pro 用户推送了 visionOS 27.0 开发者预览版 Beta 6 更新(内部版本号:24M5355a),本次更新距离上次发布 Beta / RC 间隔 7 天。 需要注意的是,因苹果各区域节点服务器配置缓存问题,可能有些地方探测到升级更新的时间略有延迟,一般半小时内,不会太久。 目前尚无关于软件更新内容的任何消息。watchOS、tvOS 和 visionOS 每次发布新测试版通常只会增加少量功能,更新主要集中在修复漏洞和提升性能方面。 附 visionOS 27 发布历史: 2026-08-11:...

IT之家

苹果 macOS 27.0 开发者预览版 Beta 6 发布:新增两款金门大桥主体壁纸、“红绿灯”按钮新增液态玻璃效果

IT之家 8 月 18 日消息,苹果今日向 Mac 电脑用户推送了 macOS 27.0 开发者预览版 Beta 6 更新(内部版本号:26A5416b),本次更新距离上次发布 Beta / RC 间隔 7 天。 如何升级 iOS / iPadOS / watchOS / macOS 开发版和公测版? • 公开测试版 :需注册  Apple Beta 版软件计划 ,之后通过【设置】【通用】【软件更新】【Beta 版更新】来升级; • 开发预览版 :需登录注册 苹果开发者计划 ,之后通过【设置】【通用】【软件更新】来升级。 附苹果 iOS 历史固件下载大全: ...

InfoQ · 3 条
InfoQ

当 AI 遇见 FinOps:Snowflake 如何为 AI 时代重新定义成本管理 | 技术趋势

点击查看原文>

InfoQ

技术风向变了?2026 年,数据库领域国际顶会都在研究什么?

点击查看原文>

InfoQ

npm 正式上线分阶段发布功能,软件包上架前新增人工审核环节

点击查看原文>

Lobsters · 5 条
MIT Tech Review · 3 条
MIT Tech Review

What Flock’s defenders are missing

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Flock, the police-tech giant known for its network of some 120,000 automatic license plate readers around the US, announced some changes to its platform last T...

MIT Tech Review

The Download: dead robot friends and the “censorship-industrial complex”

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. What happens when a kid’s robot best friend dies? When Xander first met Moxie, she taught him how to calm down when he was anxious or mad. Six years later, she…

MIT Tech Review

How much hydrogen awaits us underground?

In the 1990s, Barbara Sherwood Lollar descended into the Kidd Creek mine in northern Ontario, which cuts more than three kilometers into the ancient root of North America. There her team of geochemists found water that had been confined underground for more than a billion years. This ancient brin...

TechCrunch · 3 条
TechCrunch

AI automation startup Relay shuts down, staff joins Google’s Chrome team

"We have some really ambitious plans to help you work with AI in Chrome to get things done, and I’ll have more to share soon," Jacob Bank, Relay founder and CEO, said.

TechCrunch

‘Unprecedented’ number of Apple users received recent spyware alert, say investigators

Cybersecurity experts who investigate spyware attacks say the number of people who received a recent threat notification from Apple is unusually high.

TechCrunch

Save up to $300 on your TechCrunch Disrupt 2026 pass until August 21

If you’ve been circling around Disrupt, then now’s the best time to lock in your pass and start getting ready to join the rest of the startup community gathering in San Francisco from October 13-15 at Moscone West!

The Verge · 2 条
The Verge

ABC’s livestreamed news show is powered by trending topics

ABC News has officially introduced Searched, a livestreamed show that highlights stories people are discussing on social media and searching on the web, as reported earlier by Variety. Though the network just announced the show now, Searched began airing on the ABC News Live streaming channel in ...

The Verge

Wordle meets Clippy in this new word game

Like many of us, Sam Rosenthal plays games like Wordle every day, chasing after good scores and sharing the results with friends and family. But he's also a game designer, the creative director at Blaseball developer The Game Band, and so this regular habit got him thinking about what else could ...

少数派 · 3 条
少数派

派评 | 近期值得关注的 App

>下载少数派2.0客户端、关注少数派公众号,解锁全新阅读体验📰>实用、好用的正版软件,少数派为你呈现🚀 查看全文

少数派

分享我知识管理 12 年来最重要的经验:INL 结构

你是不是有几百个笔记,超级乱,都懒得打开?今天我们介绍一个方法,可以让你不怎么整理,就能快速找到重点。 查看全文

少数派

当陶瓷水杯遇上像素屏:PixelMug 体验

如今,伴随着科技和生产力的发展,许多曾经只存在于科幻作品里的创意都逐渐变成了现实。各种新奇酷炫的产品,也开始在人们的刚需之外提供不一样的解法。尤其是那些无关「生产力」、单纯为了让生活变得更有意思的产品 ... 查看全文

掘金 · 3 条
掘金

Java包装类:基本类型与对象的桥梁

Java 的 8 种基本类型是值类型,不是对象,无法放入集合或直接调用方法。为此,每种基本类型都有对应的包装类,将其"包装"成对象,并支持 null 值、工具方法和自动装箱拆箱(Java 5+)。 一

掘金

DeepSeek Harness插件开发实战教程:我让它自己写了一个 arXiv 搜索插件

如何开发一个 DeepSeek Harness 插件 前面聊 DeepSeek Harness 的时候,我提到过一句: 这东西最有意思的地方,就是**「一切皆插件」**。 模型是一块,工具是一块,能力

掘金

并发编程中的等待-通知模式:从 wait/notify 到 Guava Monitor

并发编程中的等待-通知模式比想象中复杂的多,Guava Monitor 做了很大的简化,我甚至推荐你优先使用Monitor而不是ReentrantLock。本文涉及等待通知模式的总结、特点、惊群效应等

新浪财经 · 5 条
新浪财经

L3Harris因未指明“行为”罢免CEO 股价下跌4%

国防承包巨头L3Harris Technologies周日罢免了首席执行官克里斯·库巴希克,此前公司获悉其存在“某些不符合公司价值观的行为”,公司周一在声明中表示。

新浪财经

8月18日隔夜要闻:美股收跌 原油黄金上涨 特朗普对伊朗谈判不乐观 公开指责阿曼 美光闪迪等存储巨头大涨

市场 8月18日收盘:美股三大股指收盘普跌 微软Meta跌超3% 8月18日美股成交额前20:美光涨超4% 马斯克明确看好美光闪迪等存储巨头 8月18日热门中概股涨跌不一 小鹏涨超4%...

新浪财经

英伟达为俄亥俄州OpenAI数据中心提供1050亿美元融资支持

周一披露的一份证券文件显示,英伟达将为OpenAI在俄亥俄州的一座新人工智能数据中心提供高达1050亿美元的融资。 该信贷将支持初始4.25吉瓦(GW)的计算能力...

新浪财经

派拉蒙寻求州总检察长提供18.8亿美元保证金,以覆盖华纳兄弟探索合并延迟带来的成本

派拉蒙将在其反垄断案件中,根据周一提交的一份新文件,寻求迫使那些阻碍其与华纳兄弟探索合并的州支付与延迟相关的费用和成本。

新浪财经

8月18日热门中概股涨跌不一 小鹏涨超4% 华住酒店涨超11%

8月18日热门中概股涨跌不一,纳斯达克中国金龙指数(HXC)收跌0.37%。 上涨个股(按市值从高到低):台积电涨1.08%,阿里巴巴涨0.73%,拼多多涨0.74%,日月光半导体涨0...

量子位 · 3 条
量子位

共生知行发布人形机器人赛车Demo:以卡丁车测试双足机器人的“全身智能”

8月17日,具身智能初创公司共生知行发布双足人形机器人驾驶卡丁车Demo

量子位

人形机器人开始打国球了!两台机器人完整打完11分制比赛

没有遥控、没人喂球

量子位

菲尔兹奖得主:AI现在主要靠「抬杠」突破重大数学猜想

AI最近最出圈的数学突破,都在“找反例”