Being able to drop one binary over to a host (as opposed to the usual "DLL hell" of installing binary packages which, despite not being DLLs, is still quite common on Linux and other modern UNIX systems in the form of package versions) is insanely simpler than the usual methods.
Now, whether we trust that binary is a wholly separate matter. Maybe we do, maybe we don't, maybe it is signed by the original source, maybe we got it from a trusted source, maybe we built it ourselves from source after an extensive security audit (hopefully some variant of Ken Thompson's [part of the go team, though I present this as an interesting curiosity and nothing more] compiler hack isn't in play). But the security concerns surrounding the trust in the origin of the software and the ease of installation concerns are separate concerns. You can have one or both or neither.
Installing this blog software directly from a pre-built unsigned binary you ftp'd off some random site without ever looking at the source would be neither, but that doesn't negate the deployment benefits of "one single binary" which can be provided with both (at least to the degree that you can trust any 3rd party software).
Regarding Journey:
You can always compile from source. Go makes that easy, dependencies on GitHub will be downloaded automatically.
If you trust my builds, the releases page on GitHub is served via HTTPS, so no one should be tinkering with the binary on the way from the server to you.
If you don't want/know how to use PGP you can also publish the SHA1 sums of the files available on your download page. It's better than nothing.
The second alternative is weaker because an attacker would simply need to change the binary and the sum on the website. In the PGP case, the attacker must get access to your PGP private key, and provided that you use PGP reasonably (no private key on your web server), this is harder.
Having source code readily available didn't stop heartbleed.
If you're downloading rpms/debs, verifying the signatures, and you trust the signer, then you're probably fine. Those signature signing/checking mechanisms are already built into rpm/deb, which is why they're being argued for.
In the current context (NSA, generalized spying, ...), I hope that everybody realizes it's not an ideal way to distribute software.
Please provide cryptographic signatures or at least sha sums, if you really think this is the best way to distribute software.