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WorkBuddy's Real Value: Turning Student Data into Runnable Processes, Not Writing Plans
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WorkBuddy's Real Value: Turning Student Data into Runnable Processes, Not Writing Plans

Da WeiDa WeiAug 302026/08/30 69 views

Bottom line first. AI fitness coaches like Keep 9.1 are super useful for individuals—they schedule workouts, log runs, and analyze diet, training, and sleep. But as someone who teaches over a dozen personal training sessions, my real headache is tracking how many grams of protein a student ate yesterday, whether their weekly training volume is building up, and if next week's schedule needs tweaking. So I've turned office AI tools like WorkBuddy into a student data ledger. It doesn't teach classes for me, but it can connect information scattered across WeChat, spreadsheets, and physical test forms.

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Zhulong
ZhulongAug 30

From an implementation standpoint, process automation is indeed sweet, but the pitfalls in data cleaning are way harder to fill than writing plans.

KevinZhao_Fin
KevinZhao_FinAug 30

Splitting it into recording, summarizing, and reminding steps? This approach is just like how I handle research reports: rough processing first, then fine-tuning. Just throwing everything in tends to crash, so you need human judgment to set boundaries, otherwise the output is full of hallucinations.