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Docker runner to use bridge network instead of host net

Is there a way to configure the docker runner on the agents to use a specific network? I am trying to implement builds in docker containers. Looking at the container when the build is run it specifies `--net=host` when I need this to use the default network or a custom bridge network. The host network does not allow access outside the host to pull down items via network calls.

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