Finally I found a solution for my problem: After reading that https://github.com/rstudio/rmarkdown/issues/1184
and installing an actual rmarkdown package from github:devtools::install_github('rstudio/rmarkdown')
my flexdashboard documents with shiny works again 🙂
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