Argues that effective AI-assisted programming shifts focus from data structures and algorithms to writing detailed comments and DocStrings. Draws parallels between managing AI and managing human teams, emphasizing delegation, context provision, and quality checks.
Articles by grapeot
何时以及如何不使用AI工作
对比三种写课程介绍的策略：完全AI、AI辅助、完全人肉。发现人类写作自然流露的张力与感染力是AI外交式疏离风格所缺乏的，选择不用AI本身也是对用户的尊重。
When and How Not to Use AI
Compares three approaches to writing a course introduction—fully AI, AI-assisted, and fully human. Reveals that human writing conveys tension and engagement that AI's diplomatic, detached style lacks, and choosing not to use AI can itself show respect to users.
高效Prompt Engineering指南
Prompt Engineering实战指南：匹配任务与AI能力、上下文窗口管理、知识查询可靠性提升、数学计算与机器人控制等场景下利用Agent增强能力的方法。
Effective Prompt Engineering
A practical guide to prompt engineering: matching tasks to LLM capabilities, managing context windows, using web search for reliability, and leveraging agents for domains like math and robotics.