Computing Life

Why handing translation to Claude Code works better than calling APIs directly - leveraging the agentic loop, evaluation-first mindset, and the ecosystem's runtime layer to achieve outcome certainty over process certainty.

探索用生成式AI解决天文图像中CMOS灰尘去除难题。通过让AI生成灰尘遮罩而非直接修复图像，结合确定性数学平场校准，实现既保留科学严谨性又获得AI强大效果的工作流。

Explores using generative AI to remove CMOS dust from astronomical images. By having AI generate dust masks rather than direct corrections, then applying deterministic flat-field calibration, achieves both scientific integrity and AI's powerful recognition capabilities.

AI分析五年时间记录，揭示出"多线程人形算力节点"的生活模式——在带娃、工作和构建AI工具之间平衡，不自觉地走向人机融合的修仙之路。

AI analyzes five years of time logs and reveals a "multi-threaded human compute node" lifestyle—balancing parenting, work, and building AI tools while unconsciously becoming a human-system hybrid.