AI课程运营一年反思：打破学员对AI的刻板印象、手把手辅导带来可复制解决方案、长期更新机制保持技术前沿，以及认知升级到应用落地的完整学习路径。
Articles by grapeot
以ZWO为例入门漏斗分析
以ZWO产品策略为例详解漏斗分析思维：如何识别用户流失瓶颈、降低天文摄影门槛，以及分布式设备在科研中的潜在价值。
A Beginner's Guide to Funnel Analysis, Using ZWO as an Example
Learn funnel analysis through ZWO's product strategy: how ASI Air and Seestar break down barriers in astrophotography, and how distributed devices could transform scientific research.
Agentic AI的鸡肋危机：如何破解落地难题？
Agentic AI为什么常常只能做到七八成：自我迭代的反馈环被打破，缺乏感知能力和主观评价标准，以及如何补足这些能力缺口。
The Dilemma of Agentic AI: How to Solve the Productionization Challenge?
Why Agentic AI often achieves only 70-80% completion: broken self-iteration loops due to missing perception and subjective standards, and how to fix them.