About OTR feature, is it possible to establish the e2e encryption without both sides online?

With Whatsapp, it employs the open whisper system, which doesn’t require both parties to be online which sending the first e2ee message.

So is it possible for rocket.chat to do the same?

Unfortunately not at the moment, the key-exchange happens in real time and needs both users to be online.

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