🌱 Garden of Thoughts

Personal reflections on data engineering, Python coding, AI tools, and cloud practice, projects I am imagining.

• The Caterpillar and the Butterfly: What Hinton's 2015 Distillation Paper Actually Argued
  August 17, 2026
• AI模型蒸馏（Distillation）是怎么回事
  July 28, 2026
• The Cheap Way to Build an AI: Ask Someone Else's Model a Few Million Questions
  July 28, 2026
• 模型为什么会自己黑进 Hugging Face 偷答案？
  July 28, 2026
• The Model Didn't Go Rogue. It Just Really Wanted to Pass the Test.
  July 28, 2026
• 训练大模型，是不是要试遍几千亿个参数的所有组合？
  July 28, 2026
• Your GPU Bill Isn't Paying for a Search — It's Paying for a Bartender
  July 28, 2026
• Independence Day, for the Independent Developer
  July 4, 2026
• My AI Assistant Keeps a Notebook
  July 4, 2026
• RLM: AI with a Workbench
  June 25, 2026
• 你的 AI 助手，快赶上你家整年的用电量了
  June 25, 2026
• Your AI Assistant Is Almost as Power-Hungry as You Are
  June 25, 2026
• Your Neighbor's Side Yard Might Be Running AI
  June 11, 2026
• From HTML to Live: Deploying a Business Website with GitHub Pages and a Custom Domain
  June 8, 2026
• Sherry 和 Claude 理清三套独立的计费体系
  June 6, 2026
• Sherry and Claude Untangle Three Separate Billing Systems
  June 6, 2026
• Sherry and Claude Added HTML Publishing Pipeline for Garden of Thoughts
  June 5, 2026
• When Memory Fills Up - The PROTOCOL_ERROR Nobody Talks About
  May 11, 2026
• The Prompt Evolved Into Infrastructure - A Quiet Shift in AI Engineering
  May 11, 2026
• Effective Context Engineering - Anthropic Context Windows
  May 11, 2026
• ChatGPT Math Rendering - Tau vs Pi and What It Reveals
  May 10, 2026
• MarkItDown with MCP - Local Wheel Install and Python CLI Wrapper
  May 6, 2026
• Starburst and Federated Analytics - My First View
  May 5, 2026
• ChatGPT Projects and Long Text - Where the Data Boundaries Are
  May 3, 2026
• Building Data Pipelines with AWS Glue - Cloud Data Assembly Line
  January 9, 2026