Inputs.log
这里收录了在关键时刻 启发过我 的视频、长文、开源项目。致敬每一位无私分享的先行者，是他们让 AI 褪去晦涩的外衣，变得触手可及。
按主题筛选
Deep Dive into LLMs like ChatGPT
The best introduction into LLMs on the Internet
Datawhale 开源学习
国内最大的 AI 开源学习社区，系统课程覆盖 LLM/Agent/CV/NLP
WayToAGI 社区
中文 AI 社区，交互式提示词教程从基础到进阶，配实战案例
鱼皮编程导航
中文向 AI 学习站，强调用 AI 提效 + 编程落地
吴恩达 Prompt Engineering
1 小时入门 Prompt 工程，免费
Claude Code 系统提示词拆解
完整系统提示词分析，含 24 个内置工具描述，每版本跟踪更新
Anthropic Courses 全套
官方教育课程仓库，含实战提示词工程和 Agent 开发
Prompt Engineering Guide 中文版
中文自动同步版本，含论文、讲座、notebooks
LearnPrompting.org
开源交互式指南，从基础到 ReAct/Agent，被 Google 和 OpenAI 引用
Prompt Engineering Guide
最权威开源指南，CoT/RAG/Agent 全覆盖
知乎：提示词免费课程汇总
中文圈免费提示词学习资源合集
Anthropic 官方交互式教程
9 章 + 高级附录，边学边练，Claude 最佳实践
NotebookLM with Steven & Raiza（第二场）
Behind the scenes of NotebookLM's development
Anthropic Prompt Engineering Overview
官方最系统的 prompt 文档。chain-of-thought、XML 标签、tool use 一次讲清
Andrew Ng · Building Faster with AI
Andrew Ng's talk at YC reshaped how I think about product development in the AI era
顶级 AI 产品的真实 system prompt
Cursor / Claude Code / v0 / Lovable / Windsurf 等 30+ 产品的 system prompt 全文
Cursor Team · Future of Programming with AI
Behind-the-scenes with the Cursor team; good introduction to AI coding
AI Evaluations Beginner Course · Aman Khan
The best free resource on AI evaluations, for complete beginners
The Master Prompt Method
A serial entrepreneur shares a powerful way to train your AI with full context about you and your business
The 19-year-old Making Millions with His AI App
Eye-opening insights on growth and making a consumer app in the AI age
Mark Zuckerberg on AI Glasses
Zuck discusses Meta's latest AI glasses
How I use LLMs
Beginner-friendly guide to using LLMs
Inside ChatGPT · Nick Turley
Insider stories behind ChatGPT's growth
Screensharing $Millions with AI Agents
AI workflows from Rowan Cheung who is behind one of the top AI newsletters
Dan Shipper · The AI-native startup
Dan Shipper is the co-founder and CEO of Every
Arc Had Millions. Why They Left It for Dia.
Behind-the-scenes stories of Dia
Software Is Changing (Again)
Insights on software development by the inventor of the term 'vibe coding'
Inside Claude Code · Cat Wu
Behind the scenes at Anthropic's Claude development team
OpenAI's CPO Kevin Weil
Interview with OpenAI's head of product
Eric Simons · Bolt 绝地求生
Interview with the founder of Bolt; a lesson on resilience
Snipd: AI Podcast App · Kevin Ben-Smith
Interview with the founder of Snipd, the AI podcast app that I use every day
Coding Girls 2024 资料包
公益科技教育项目，小白 AI/编程学习路径 + 动手项目 + 社区
Aravind Srinivas · Perplexity
Aravind offers advice to prospective founders, and dives into what makes Perplexity unique
Alexandr Wang · Scale AI
Memorable interview with Alexandr Wang (when he was still CEO of Scale)
Chris Pedregal + Sam Stephenson on Granola
Masterclass on building an AI product in the application layer
Prompting 101 · Code w/ Claude
Hands-on guidance on prompting from the Anthropic team
The Big Prompt Library
各家产品的 system prompt、custom instructions、越狱/防越狱合集
Awesome Prompts
GPT Store 头部 GPT 的提示词 + 进阶 prompt engineering 论文合集
Inside NotebookLM · Raiza & Steven
Behind the scenes look at Google's NotebookLM, one of my favorite AI products
Going Direct · Lulu Cheng Meservey
The leading voice in the new age of PR and comms. How to make your AI product stand out in a sea of slop.
How to Build a Beloved AI Product — Granola CEO
Learn from the founder of Granola, the AI PM I admire the most
Andrew Hsu · Speak（AI 语言学习）
AI for language learning