How to use VPN with Bitbucket Pipelines

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I need to access a remote server from Bitbucket Pipelines. This remote server is available only to a specific host which has its IP address whitelisted. Here is what I want:

Pipelines <---> The gateway host <---> The remote server

I was trying to use sshutle to setup an ssh-based VPN to forward all network traffic via the gateway host, but it looks like Pipelines don't allow containers to run VPN (see issue #12753).

What can I do to access the remote server?

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