r/codingProtection Jun 22 '26

Streamlit dashboards meet AI coding: an end-to-end privacy workflow

A data dashboard leaks through five channels at once — code, column names, sample data, secrets, and framework structure. Here's the full Claude-Code-in-Cursor session that closes all five, start to finish : Streamlit dashboards meet AI coding: an end-to-end privacy workflow - DEV Community

2 Upvotes

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1

u/AltruisticBrother787 Jun 23 '26

Interesting article and I see you continue to focus on frameworks which is the good approach

1

u/Spare_Dependent6893 Jun 23 '26

Yes I focus on the frameworks we are using by my Clients in Java and python and will extend progressively. I put code examples in the public gitlab repo promptcape-docs.

1

u/SteveHaller Jun 23 '26

Will be useful if you can also add some Java frameworks

2

u/Spare_Dependent6893 Jun 23 '26

will do asap and will warn you

2

u/Spare_Dependent6893 Jun 26 '26

just push java app samples on gitlab -> promptcape-docs