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It seems the host key they use by default is one that this library does not support. Who's at fault here? I'd really be surprised if AWS are using by default something that is antique or deprecated.
Relevant log entry:
{
"activity-type": "KEX_FAILURE",
"source-ip": "XXX.XXX.XXX.XXX",
"resource-arn": "XXXXXXX",
"message": "no matching host key type found",
"kex": "ssh-ed25519,ecdsa-sha2-nistp256,ecdsa-sha2-nistp384,ecdsa-sha2-nistp521,ssh-rsa,ssh-dss"
}