Essays, notes, reflections, experiments, and selected public posts.
13 pieces
Lessons from building a LinkedIn connections exporter, organized through known knowns, unknowns, transferable engineering instincts, and real-world surprises.
结合个人求职经历，反思中高级岗位的机会如何通过市场定位、可见度和关系网络主动找到候选人。
A case for moving AI work beyond one-off notebook success toward observable, regression-tested systems that remain reliable as conditions change.
A study of text-to-SQL failures showing why explicit output contracts, schema semantics, validators, and reflection loops outperform prompt rules alone.
A Docker debugging story about tracing a misleading PostgreSQL authentication error through hidden abstraction layers to an unexpected port conflict.
讨论非程序员如何走出 AI vibe coding 的困境，以及领域知识、工程能力与 AI 协作之间的关系。
A conceptual framework for designing LLM-powered expert decision applications that combine domain knowledge, structured reasoning, and human judgment.
从学吉他、游泳和攻读第二个 AI 硕士的经历，总结成人学习中的 unlearn、反馈反思循环和以慢打快。
借与丈夫重温 97 版《天龙八部》，反思武侠文化中的价值观、人物关系和跨文化理解。
用健身和肌肉训练作比喻，讨论如何持续而轻盈地维护社交能力、关系网络和真实连接。
A practical framework for using large language models to move call analytics beyond dashboards and summaries toward traceable, actionable explanations.
从持续使用 Cursor 构建不同应用的经历出发，记录 AI 编程带来的创造空间、复杂协作和实际痛点。
记录参与 YC 风格简历修改后的具体心得，聚焦表达、成果量化和如何让经历更容易被理解。