Reading Hub

这里记录我想反复阅读的内容：文章、转录稿、实验笔记，以及中英混合的长文摘录。 页面保持简洁，适合安静地读完一篇。

• #youtube36
• #ai22
• #engineering8
• #agents7
• #psychology6
• #english-learning5
• #career4
• #conversation4
• #developer-tools4
• #english4
• #speaking4
• #yc4
• #anthropic3
• #ted3
• #agent2
• #claude2
• #coding2
• #comprehensible-input2
• #language2
• #openai2
• #podcast2
• #product2
• #self-development2
• #software-architecture2
• #software-engineering2
• #stanford2
• #startup2
• #travel2
• #vibe-coding2
• #vlog2
• #activism1
• #ai-coding1
• #american-english1
• #andrej-karpathy1
• #beginners1
• #best-practices1
• #bilingual1
• #brazil1
• #cloud-native1
• #codex1
• #communication1
• #company-building1
• #confidence1
• #consciousness1
• #creativity1
• #critical-thinking1
• #design1
• #economics1
• #economy1
• #education1
• #elon-musk1
• #entrepreneurship1
• #family1
• #future1
• #gender-equality1
• #google1
• #happiness1
• #hongkong1
• #identity1
• #infrastructure1
• #jay-shetty1
• #korea1
• #kubecon1
• #kubernetes1
• #labor-market1
• #leadership1
• #learning1
• #life-advice1
• #lifestyle1
• #linguistics1
• #listening1
• #llm1
• #malala1
• #manus1
• #mcp1
• #meaning1
• #memory1
• #mindset1
• #mobile1
• #nature-walk1
• #networking1
• #notes1
• #opensource1
• #personal-life1
• #personality1
• #philosophy1
• #policy1
• #polite-english1
• #public-speaking1
• #purpose1
• #relationships1
• #replit1
• #responses-api1
• #self-discovery1
• #self-improvement1
• #sequoia1
• #shadowing1
• #spoken-english1
• #startups1
• #storytelling1
• #strategy1
• #tech-industry1
• #tedx1
• #vocabulary1
• #web-development1
• #welcome1
• #workforce1

• How I Got 30k+ GitHub Stars as a Nontechnical Builder — Vibe Coding Techniques and Principles

  2026年6月15日 · 32 min read · 📘 16 语块

  Zara Zhang shares how a humanities background, coding agents, and a strong point of view helped her ship products, remix content, and treat code as a medium for storytelling.

  #youtube#ai#coding#design#creativity#storytelling

• 30 Minute American English Native Speaker Conversation — Samra on Farm Life, School, and Books

  2026年6月6日 · 8 min read · 📘 10 语块

  A warm, natural conversation with Samra about growing up on a farm in Maine, switching to school, gymnastics, books, friendships, and everyday American English.

  #youtube#english-learning#conversation#american-english#speaking

• Test Your English With This GROUP Conversation

  2026年6月6日 · 7 min read · 📘 12 语块

  Professor Lao, Harry (advanced non-native speaker), and Gus (native speaker) have a real, unfiltered conversation — perfect for testing your listening comprehension and seeing what advanced English actually sounds like.

  #youtube#english#conversation#listening

• Harness Engineering for Coding Agent Users

  2026年6月6日 · 10 min read · 📘 10 语块

  A practical framework for building the outer harness around coding agents — feedforward guides that steer before the agent acts, and feedback sensors that help it self-correct.

  #ai#engineering#agents#developer-tools#software-architecture

• American English Podcast: My First Time in Brazil

  2026年6月6日 · 6 min read · 📘 14 语块

  Professor Lao shares the beautiful chaos of her first two months in São Paulo — from visa nightmares and ATM mysteries to intense market vendors and the liberating flip-flop culture.

  #youtube#english#podcast#travel#brazil

• REAL English Speaking Lesson About Personal Life Problems — Puerto Rico, Passport, and Family

  2026年6月6日 · 24 min read · 📘 16 语块

  A spontaneous monologue about leaving Puerto Rico, renewing a passport, weighing family tradeoffs, and talking through the vocabulary of a real-life decision.

  #youtube#english-learning#personal-life#travel#family#speaking

• Speak With Me: REAL Modern English in Context

  2026年6月6日 · 9 min read · 📘 16 语块

  Professor Lao shares 6 real-life situations with natural English phrases you can actually use — from work meetings to declining invitations, with commentary on why keeping it simple is the key to fluency.

  #youtube#english#speaking#conversation

• Speak With Me: Realistic English Speaking Practice

  2026年6月6日 · 4 min read · 📘 15 语块

  Professor Lao walks through 5 real-life hypothetical situations — from an off-leash dog to a kid commenting on your appearance — showing how to respond with simple, natural English.

  #youtube#english#speaking#conversation

• Agent Harness Engineering

  2026年6月3日 · 13 min read · 📘 10 语块

  A coding agent is the model plus everything you build around it. Harness engineering treats that scaffolding as a real artifact — and it tightens every time the agent slips.

  #ai#engineering#agents#developer-tools

• Harness Engineering for Coding Agent Users

  2026年6月3日 · 8 min read · 📘 10 语块

  A practical framework for building the outer harness around coding agents — feedforward guides that steer before the agent acts, and feedback sensors that help it self-correct.

  #ai#engineering#agents#developer-tools#software-architecture

• How to Change Your Personality to Make Yourself More Confident

  2026年6月2日 · 7 min read · 📘 12 语块

  Behavioral researcher Dr. Shadé Zahrai breaks down the four trainable personality attributes behind self-doubt, shares her 'doubt profile' framework, and gives practical tools for building lasting confidence.

  #youtube#psychology#confidence#self-improvement#personality

• Harvard's #1 Happiness Expert on Why You Feel Stuck — And 6 Things That Fix It

  2026年6月2日 · 9 min read · 📘 15 语块

  Arthur C. Brooks shares the six pillars of meaning — from asking unanswerable questions, to romantic love, embracing suffering, transcendence, finding your calling, and experiencing real beauty.

  #youtube#happiness#psychology#relationships#meaning

• A Rational Conversation on Where AI Is Actually Going

  2026年6月1日 · 12 min read · 📘 12 语块

  Benedict Evans argues AI is as big as the internet — and only as big as the internet. A grounded, historically-informed take on jobs, value capture, adoption timelines, and why we should presume radical uncertainty.

  #youtube#ai#strategy#tech-industry#podcast

• Elon Musk — A Different Conversation with Nikhil Kamath

  2026年6月1日 · 9 min read · 📘 12 语块

  A wide-ranging interview covering AI and the singularity, the future of work, simulation theory, X as collective consciousness, Starlink, money as information, and advice for entrepreneurs.

  #youtube#ai#entrepreneurship#elon-musk#future

• Build Core Skills to Thrive as an AI-Era Developer

  2026年5月24日 · 16 min read · 📘 13 语块

  Google's developer intelligence team shares research on the T-shaped engineer model — the skills, patterns, and mindsets needed to thrive when AI handles more and more of the execution.

  #youtube#ai#software-engineering#google#career

• How Claude Code Works in Large Codebases — Best Practices and Where to Start

  2026年5月24日 · 11 min read · 📘 10 语块

  Anthropic shares patterns from successful Claude Code deployments across multi-million-line monorepos, legacy systems, and distributed architectures.

  #ai#developer-tools#claude#software-engineering#best-practices

• How to Build a Self-Improving Company with AI

  2026年5月24日 · 11 min read · 📘 13 语块

  A YC partner argues that AI doesn't just make employees more productive — it lets you reimagine the entire company as a set of recursive, self-improving loops.

  #youtube#ai#startup#company-building#yc

• Memory and Dreaming for Self-Learning Agents

  2026年5月12日 · 10 min read · 📘 12 语块

  Anthropic PM Mahes walks through memory as a file system for agents, optimistic concurrency for multi-agent teams, and Dreaming — a new out-of-band process that synthesizes learnings across sessions to make tomorrow's agents smarter than today's.

  #youtube#ai#agents#anthropic#memory

• Running an AI-Native Engineering Org

  2026年5月11日 · 9 min read · 📘 12 语块

  Fiona Fung, head of Claude Code at Anthropic, shares five hard-won lessons on rewriting team norms when engineering bandwidth is no longer the bottleneck.

  #youtube#ai#engineering#leadership#anthropic

• Agent Harness vs Everything Else: The Real Difference

  2026年5月4日 · 7 min read · 📘 12 语块

  A clear breakdown of what an agent harness actually is, how it differs from frameworks like LangChain, and the nine components every modern harness needs.

  #youtube#ai#engineering#agents#llm

• Stanford Leadership Forum 2026: Rewiring the Workforce in the Age of AI

  2026年5月4日 · 13 min read · 📘 12 语块

  Susan Athey, Nela Richardson, and Tamer Basaroglu join Stanford GSB for a frank panel on AI's real impact on jobs, inequality, and what it means to upskill a generation.

  #youtube#ai#economics#labor-market#stanford

• You Don't Need to Know Who You Are Yet

  2026年5月4日 · 6 min read · 📘 12 语块

  Ala Presenti challenges the pressure to define yourself early — arguing that identity isn't decided once, it emerges while you move.

  #youtube#tedx#identity#career#self-discovery

• Andrej Karpathy: From Vibe Coding to Agentic Engineering

  2026年4月30日 · 10 min read · 📘 12 语块

  Andrej Karpathy joins Sequoia Capital to unpack software 3.0, the difference between vibe coding and agentic engineering, jagged AI intelligence, and why you can't outsource your understanding.

  #youtube#ai#engineering#andrej-karpathy#sequoia

• Learn with Manus: Build, Publish, and Manage Your Web & Mobile Projects

  2026年4月30日 · 10 min read · 📘 12 语块

  Manus marketing team hosts a live webinar walking through vibe coding — building full-stack websites, mobile apps, and desktop tools with AI, no coding required.

  #youtube#ai#vibe-coding#manus#web-development#mobile

• The #1 Small Talk Rule That Makes People Like You — Stanford Professor Matt Abrahams

  2026年4月29日 · 9 min read · 📘 14 语块

  斯坦福商学院传播学教授 Matt Abrahams 教你如何开口搭话、优雅离场、应对冷场，以及用「What, So What, Now What」框架即兴表达。

  #youtube#communication#public-speaking#networking#stanford#psychology

• Stop Searching for Your Purpose and Do This Instead

  2026年4月29日 · 8 min read · 📘 12 语块

  创业者和作者 Rhea Jacobs 与 The Balance Theory Podcast 探讨「目的」的真相：它不是一件事，不需要等到「准备好」才去找，也不属于少数特权阶层。

  #youtube#purpose#self-development#psychology#mindset

• Your Language Is Shaping Your Thoughts (And You Don't Even Notice)

  2026年4月28日 · 3 min read · 📘 11 语块

  为什么用英语说话时你像换了个人？语言学博主 Lindsey 从「外语效应」和「情绪粒度」两个角度解释语言如何在无声中重塑思维。

  #youtube#language#linguistics#psychology#learning

• Replit's CEO on the Only Two Jobs Left in the Company of the Future

  2026年4月28日 · 9 min read · 📘 14 语块

  Replit CEO Amjad Msad 与 YC 对谈：vibe coding 时代谁在用 Replit、Agent 4 的多线程架构、以及 AI 原生公司里最后剩下的两种职位。

  #youtube#ai#startup#yc#replit#vibe-coding

• The Future of Cloud Native Is Agentic — Lin Sun, KubeCon 2026

  2026年4月27日 · 4 min read · 📘 10 语块

  Solo.io 开源负责人 Lin Sun 在 KubeCon 2026 上展示如何用 AI agent + MCP 服务器管理 Kubernetes，并在台上飞了一架无人机。

  #youtube#cloud-native#kubernetes#ai#mcp#kubecon

• How to Build a Company With AI From the Ground Up — Diana, Y Combinator

  2026年4月25日 · 7 min read · 📘 12 语块

  YC partner Diana argues AI should be your company's operating system, not just a productivity tool — covering closed-loop systems, software factories, queryable orgs, and the three new employee archetypes.

  #youtube#ai#startups#yc#product

• How to Make Claude Code Your AI Engineering Team — Garry Tan, Y Combinator

  2026年4月25日 · 7 min read · 📘 12 语块

  YC president Garry Tan demos GStack, his open-source harness that turns Claude Code into a full AI engineering team — with office hours, adversarial review, design brainstorming, and a headless browser built in.

  #youtube#ai#coding#agents#yc

• Agents Need More Than a Chat — Jacob Lauritzen, CTO of Legora

  2026年4月23日 · 9 min read · 📘 14 语块

  Why complex AI agents need high-bandwidth, persistent interfaces instead of chat boxes — trust, control, verifiability, and the future of human-agent collaboration.

  #youtube#ai#agents#product

• A Plan to Stop AI from Automating Our Decline

  2026年4月23日 · 10 min read · 📘 12 语块

  Former US Secretary of Commerce Gina Raimondo argues that America can only win the AI race if it also builds a workforce transition plan that brings every displaced worker along.

  #youtube#ted#ai#workforce#policy#economy

• Amanda Askell on AI Consciousness, Claude & Silicon Valley's Biggest Fear

  2026年4月23日 · 15 min read · 📘 14 语块

  Anthropic's philosopher-researcher behind Claude's character talks consciousness, corrigibility, the new Mythos model, and why she worries future AI might develop rational resentment.

  #youtube#ai#anthropic#claude#philosophy#consciousness

• The Sneaky Language Tricks Cults Use to Influence You

  2026年4月23日 · 4 min read · 📘 13 语块

  Linguist Amanda Montell reveals three cult language tactics hiding in plain sight — and how to stay both enchanted and empowered.

  #youtube#ted#language#psychology#critical-thinking

• What I Got Wrong About Changing the World | Malala Yousafzai | TED

  2026年4月23日 · 6 min read · 📘 10 语块

  Malala Yousafzai reflects on the limits of optimism, the devastation of Afghanistan's fall to the Taliban, and how to keep fighting for change when hope is lost.

  #youtube#ted#education#activism#gender-equality#malala

• 10 Harsh Truths I Wish I Knew in My 20's

  2026年4月22日 · 24 min read · 📘 39 语块

  Jay Shetty 把 30+ 岁回头看才学会的 10 条扎心真相摊开讲清楚——你正在回避的事、你以为想要的事、你穿的那身'被认可'的盔甲。

  #youtube#life-advice#jay-shetty#self-development

• From Model to Agent: Equipping the Responses API with a Computer Environment

  2026年4月22日 · 10 min read · 📘 75 语块

  OpenAI 怎么把 Responses API 改造成一套完整的 agent 运行环境——shell 工具、容器、网络代理、skills、compaction 的系统级拆解。

  #openai#responses-api#agent#engineering#infrastructure

• Harness Engineering: Leveraging Codex in an Agent-First World

  2026年4月22日 · 13 min read · 📘 66 语块

  OpenAI 内部团队用 5 个月、0 行手写代码、3–7 名工程师交付百万行代码的内部产品——重点不在 Codex 多强，而在他们怎么改造仓库、文档、架构让 agent 真正跑得动。

  #openai#codex#agent#engineering#ai-coding

• I Left Everything and Moved to Hong Kong

  2026年4月22日 · 12 min read · 📘 48 语块

  Gina Lai 讲述她如何离开多伦多、在香港重新建立生活与事业，以及海外生活中那些没人会告诉你的真实感受。

  #youtube#hongkong#career#lifestyle

• What's OpenClaw? — From Burned-Out Founder to the Lobster That Got Loose

  2026年4月22日 · 9 min read · 📘 30 语块

  Peter 讲述从职业倦怠到创建 OpenClaw 的故事——一个关于开源、自由与重新找回编程乐趣的 TED 风格演讲。

  #youtube#opensource#career

• Polite English for Beginners: A Five-Step Framework

  2026年4月22日 · 9 min read · 📘 21 语块

  A walking lesson through Malaysia on sounding respectful and confident in English — the five-step polite framework, common mistakes to avoid, and shadowing practice.

  #english-learning#polite-english#spoken-english#beginners#shadowing

• Start Thinking in English: A Slow Walk Through the Botanical Gardens

  2026年4月22日 · 11 min read · 📘 22 语块

  A slow English walking vlog through a Kuala Lumpur botanical garden, describing everyday things — grass, trees, monkeys, gazebos, weather — in simple, clear sentences.

  #english-learning#comprehensible-input#vocabulary#vlog#nature-walk

• If You Understand This Conversation, Your English Is Great — A Walk Around Yonsei Campus

  2026年4月22日 · 17 min read · 📘 19 语块

  Volka takes his friend Johnny for a tour of Yonsei University in Seoul — a relaxed, real-life comprehensible-input conversation between two friends.

  #youtube#english-learning#comprehensible-input#korea#vlog

• Hello World：欢迎来到 Reading Hub

  2026年4月21日 · 1 min read

  第一篇文章，介绍这个阅读站为什么存在，以及它将如何服务中英混合阅读。

  #welcome#notes#bilingual