CAE、興趣、茶與 AI 小工具的觀察與實作。https://jc5726.com/zh-TWhttps://jc5726.com/writing/cae-validation-flow/https://jc5726.com/writing/cae-validation-flow/將模型假設、輸入條件與判讀依據整理成固定檢核點，讓每次分析都有可追溯的品質基準。Mon, 10 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/change-one-brewing-variable/https://jc5726.com/writing/change-one-brewing-variable/固定茶量、器具與水量，每次只調整水溫或時間，能更快找到自己喜歡的風味區間。Tue, 11 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/mesh-density-is-not-certainty/https://jc5726.com/writing/mesh-density-is-not-certainty/網格加密能降低離散化誤差，但可信度仍取決於模型假設、元素品質與結果的比較方式。Tue, 11 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/organize-a-personal-photo-archive/https://jc5726.com/writing/organize-a-personal-photo-archive/依日期匯入、刪除失敗影像、挑選代表照片並補上事件線索，能讓持續增加的照片保有清楚脈絡與可回顧性。Tue, 11 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/photograph-one-theme-at-a-time/https://jc5726.com/writing/photograph-one-theme-at-a-time/出門前先選定光影、招牌或色彩等單一主題，能讓日常拍攝更集中，也更容易回看自己的觀察方式。Tue, 11 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/read-long-articles-with-a-question/https://jc5726.com/writing/read-long-articles-with-a-question/先用一個具體問題界定閱讀目的，再記錄作者主張、支持證據與仍未解答之處，能減少讀完後只留下模糊印象。Tue, 11 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/reading-convergence-curve/https://jc5726.com/writing/reading-convergence-curve/殘差下降只是起點，還要一起觀察守恆量、監控點與結果是否進入穩定區間。Tue, 11 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/repeatable-tea-tasting-notes/https://jc5726.com/writing/repeatable-tea-tasting-notes/從沖泡條件、香氣、口感到回甘，用固定欄位記錄，讓每次品飲都能留下可比較的線索。Tue, 11 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/water-temperature-and-time/https://jc5726.com/writing/water-temperature-and-time/水溫決定萃取速度，時間決定萃取進行多久，兩者需要一起觀察才能穩定調整風味。Tue, 11 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/automation-checkpoints/https://jc5726.com/writing/automation-checkpoints/自動化可以先處理容易遺漏、能明確判定且經常重複的檢查工作，再逐步擴大範圍。Mon, 10 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/learning-with-small-experiments/https://jc5726.com/writing/learning-with-small-experiments/把新工具拆成單一問題、固定輸入與可比較輸出，能比從完整專案開始更快理解功能邊界。Mon, 10 Aug 2026 00:00:00 GMThttps://jc5726.com/writing/why-own-a-personal-site/https://jc5726.com/writing/why-own-a-personal-site/個人網站讓內容按自己的脈絡被整理、修訂與連結，也能減少對單一社群平台版型與演算法的依賴。Mon, 10 Aug 2026 00:00:00 GMT