I have experience with several rapid application development frameworks in python, all of which uniformly bind element actions to Python functions to trigger updates or changes. So I should be fairly experienced in this area. However, Taipy genuinely puzzles me———it occasionally throws errors for no apparent reason…

I’ve been wondering: Taipy seems to be actively maintained, and it appears to have quite a few users (judging by the number of issues raised). Yet its component library isn’t particularly rich, and even some basic features come with minor bugs (like the light/dark toggle button bug I discovered earlier). Then I accidentally came across the official tutorial on embedding third‑party content, and it suddenly clicked: even though its built‑in components are limited, you can always “stitch” in whatever you need!

Ah, I didn’t expect that after so many years, Plotly still hits its limits with just a little use. Previously it couldn’t draw timeline charts, and this time I found that the customization of map markers is insufficient…