The most next gen autodiff library probably is https://github.com/breandan/kotlingrad because of its features, ergonomy and type safety
Having recently finished up a number of big technical challenges (forward, vector, split, BLAS), we're hoping to have a big documentation-athon at the end of summer (all are welcome)!
So in this case pure coincidence.
Also feel free to email me (wmoses@mit.edu), would be happy to chat and or help bootstrap.