Vender your dependencies.
I would like to see a web of trust model in Go libraries. I import a library with no dependencies and spend a couple of hours auditing it. It looks good, so I sign that commit hash. Someone who trusts me can used that version with less concern. If other people also audit the same library and sign it, it gets even more trustworthy.
I can audit a library with no dependencies in a couple of hours; the problem is that many libraries have deep dependency trees.
I'd even be happy to do an audit-for-hire, that comes with insurance. Something more reasonable than current audit costs, but surely we can crowd source a solution.