Oops..... we are currently trying to sell an elixir-based greenfield project internally. This doesn't affect elixir by default as other commenters pointed out, but still might make our project a bit harder to pitch to management...
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You should definitely "sell" Elixir/Erlang/BEAM based languages to your management for a greenfield project; The opportunity is too good to pass up.
Nevertheless, if you would like to learn how to "harden" your Elixir/Erlang system, see the guidelines from the "Security Working Group" of EEF which i have linked to here - https://news.ycombinator.com/item?id=43717633