Computing Life

观察到AI使编程从"没办法才用"变成解决问题的首选方法，同时支持个性化的实战学习。认为AI对IT的深远影响体现在编程民主化和学习方式的根本变革，让更多人能高效掌握技术技能。

Observes that AI elevates programming from last resort to first-class problem-solving method and enables personalized, hands-on learning. Argues AI's impact on IT is democratization of programming and transformation of how we acquire technical skills.

记录将AI接入天文摄影机器人系统的实验。探讨安全性与灵活性的权衡，通过Python类封装、AST解析和沙箱机制，在防止恶意代码的同时让AI安全地控制望远镜设备。

Documents an experiment connecting AI to astrophotography robotics. Explores the security-flexibility tradeoff, using Python with class encapsulation, AST parsing, and sandboxing to safely let AI control telescope equipment while preventing malicious code execution.

天文摄影自动对焦算法思考：用信息熵代替星点拟合描述对焦质量，加权曲线拟合优先考虑合焦点附近数据，实现稳定精确的自动对焦。