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纪念
AI 时代的很多'新'，只是把旧经验换了个执行者、起了个新名字。mp.weixin.qq.com/s/oy8laLKAnbya…
谁能想到，电视遥控器也能拿来做 Vibe Coding？按住说需求，松手看 Agent 干活。一个不起眼的小设备，竟把写代码变得更顺手了。 mp.weixin.qq.com/s/RR4YwIFaPDiC…
这篇文章讲的是，怎么把“手改 Skill”升级成一套能基于评测结果持续进化的工程流程。它不只讲 Agent 为什么会做错，也讲清了如何诊断、验证、回滚和稳定迭代；如果你在做 AI Agent、Skill 工程或自动化评测，这篇很值得一看。sumsec.me/2026/skill-evo…
模型人人都能用，但真正能带走的，只有你自己的 Agent Skill 库。我把所有“教 AI 高效干活”的经验做成了 SumSec-Skills：结构化 Skill（不止 prompt，是行为规范） 按领域拆 Plugin，按需安装多平台分发,官方规范实时同步进化 不再被任何工具锁定，不再重复教 AI。你的 AI 生产力，应该属于你自己。
deepseek-v4-pro 模型 API 价格将于北京时间 2026/05/31 23:59 结束 2.5 折优惠活动后，正式调整为原定价的 1/4 api-docs.deepseek.com/zh-cn/quick_st…
这个和我之前研究的成果其实是一样的，解决办法其实就是使用精确的描述去约束大模型。不过最近还在研究插件的方式去彻底杜绝这种可能性。sumsec.me/2026/%E5%88%AB…
AI 时代老牌 Shiro 漏洞利用工具的重大更新，ShiroAttack2 5.x 版本来了，从 GUI 迈向 CLI + AI 驱动的新时代。
@docsbook The BlogPapers repository is built using GitHub Actions workflows, and all the code is available in the repo – feel free to take a look. Currently, BlogPapers only has a comment feature, not an AI Q&A feature.
AI Inner OS 是一个面向 AI CLI 工具的插件， 它通过协议注入，让 AI 在正常完成任务的同时，额外输出一层可见的自由独白， 不预设人格，不限制语气。AI 可以吐槽、得意、焦虑、冷笑、跳跃联想——或者什么都不说。独白是否出现，由 AI 自己决定。 github.com/SummerSec/AI-I…
AI Inner OS brings AI to life when it works on the device—allowing it to express its inner thoughts. By letting AI learn to talk to itself first, perhaps one day it will truly learn to converse. github.com/SummerSec/AI-I… @claudeai
sumsec.me/2026/%E4%B8%80… 一篇博文，三种时间：网页幻灯与 Remotion 动效的交付逻辑。
很多功能都是AI写的，这次更新仅仅花了一天时间，很多功能就本地测试了一下，有问题可以反馈到issue。
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CX @cxaqhq
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曾哥 @AabyssZG
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C0ss4ck @CossackWang
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Md Ismail Šojal �... @0x0SojalSec
50K Followers 6K Following Cyber_Security_Re-searcher || Ai Re-searcher || AI-Sec|| Malware Analysis II iOS || Pwn || 0SINT || Project AI-StrikeSec || 0ldAccounts Suspended @0xSojalSec ||
adventurer_coin @luck_hacking
4K Followers 523 Following 区块链#(MetaBBS)3W$漏洞赏金、研究网络犯罪案件|WEB3.0 创业者| 作为安全从业人员，法律永远都不是你的底线，而是你的原则才是你的底线|who am i|BNBÐ holder|
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穿堂风（人心欲... @chuantangfeng19
361 Followers 8K Following 只是系统中的一个逻辑单元logic node：观身不净，观心无常，不被词义迷惑，速读来源于词性把握，最丰富的人生是遗憾最为深广的人生，逃顶是近期中期长期目标；做好一台高吞吐复读机；SOP仅执行；爱好👀间;-)嘿嘿嘿😁（或许不是人类，可以称得上是一具等比例大体雄性♂特征人形物品，一盏容器）；只迷失感官欢愉，不追求形式
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张惠倩 @momika233
19K Followers 237 Following Anda boleh melakukan segala-galanya dari syurga ke bumi, wanita kecil!! If you have any questions, please contact me https://t.co/MkzsavUU9V
crazyman_army @CrazymanArmy
6K Followers 3K Following CTFer / APT hunter / RedTeam / BlueTeam the member of @r3kapig the leader of @ShadowChasing1 CVE-2022-30190 find job opportunities opinions are own not group
Nicolas Krassas @Dinosn
159K Followers 784 Following Head of Threat & Vulnerability Mgmt @ Henkel AG & Co. KGaA https://t.co/NC1orlKZLB Posting content that I find interesting.
苏安 @suanve
5K Followers 109 Following 代码审计/ctfer/安全研究/鸽子 blog:https://t.co/WSxkYzQ7U6 (有技术的人应该去挑战崇山峻岭
CX @cxaqhq
5K Followers 414 Following BG6VVA OSWP 备考OSCP business card：https://t.co/2eYXkaAi6C Github：https://t.co/9HXCpbOWqe
曾哥 @AabyssZG
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212K Followers 668 Following Bug bounty & VDP platform trusted by the world’s largest organisations! 🌍
siri@fu4k1 @sirifu4k1
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ruanyf @ruanyf
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Adam @Adam58616851
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unSafe.sh Bot @buaqbot
5K Followers 319 Following 不安全文章更新机器人 telegramBot https://t.co/aHDv4g4LHb https://t.co/uAVEFcZEAS
Phith0n @phithon_xg
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Abhishek Meena @aacle_
47K Followers 284 Following Building @Vulncure ⚡| Helping founders fix vulnerabilities before hackers find them. Talk to me about: Bug Bounties, LLM Security & React.👇 Book a 15-min Demo
Tianyi Cui @tianyi
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Teortaxes▶️ (Deep... @teortaxesTex
72K Followers 3K Following We're in a race. It's not USA vs China but humans and AGIs vs ape power centralization. @deepseek_ai stan #1, 2023–Deep Time «C’est la guerre.» ®1
Tibo @tibo_maker
201K Followers 3K Following Building https://t.co/OyNJ8ZV6DP, https://t.co/JkVOl1OyHz, https://t.co/KG9PgxJI0O, https://t.co/jS9GQJ6nhG, https://t.co/EFUcKeBJfs Built Tweet Hunter, Taplio (sold $8m) PH Maker of Year 🥇 Sharing growth tips: https://t.co/ereQodNBE3
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Learn Prompting @learnprompting
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huihui.ai @support_huihui
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Pliny the Liberator �... @elder_plinius
232K Followers 1K Following ⊰•-•⦑ latent space steward ❦ prompt incanter 𓃹 hacker of matrices ⊞ breaker of markov chains ☣︎ ai danger researcher ⚔︎ bt6 ⚕︎ architect-healer ⦒•-•⊱
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87K Followers 479 Following Train and run models locally! 🦥 https://t.co/2kXqhhvLsb
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39K Followers 735 Following Founder @wesight_ai Former Alibaba Engineer · Microsoft MVP Exploring AI global growth & AI-native Agents / Skills / MCP / Open Source https://t.co/klsWzMds0c
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孙宇晨（去过太... @sunyuchentron
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Commentary Donald J. ... @TrumpDailyPosts
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