AI Applications · Prompt Engineering · Industry Adoption

Notes from
the AI era

From hands-on work with Claude and GPT, to prompt and context engineering, to how AI actually lands in different industries.

Posts
18
Topics
6
Updated
2026-06-20
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About the Author

Ank

Ank

AI 应用开发者 / Prompt 工程实践者

长期关注 AI 应用、Prompt 工程、上下文工程和自动化工作流。这里记录我亲手验证过、能复现、也愿意继续迭代的实践经验。

What I write about

  • 01AI 应用开发
  • 02Prompt 与上下文工程
  • 03模型选型与成本权衡
  • 04自动化工作流
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Pinned

03

Topics

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001AI App Development3 posts002Prompt Engineering3 posts003AI × Industry3 posts004AI Workflows3 posts005Models & Evals2 posts006Notes & Observations4 posts
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Latest Posts

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001Getting Models to Return Clean JSON: Four Structured Output Traps2026-06-20002The More AI Writes for Me, the More I Worry I'm Faking It2026-06-19003AI Tutors Are Hot, but Teaching Is the Wrong Job for Them2026-06-17004Giving the Model Examples: Four Counterintuitive Things About Few-Shot2026-06-15005Claude Code: A Practical Command Handbook2026-06-14006Writing Agents with Claude Code: Where Context Should Flow2026-05-17