Still investigating, but Nick just turned off the site for non logged-in users to take the load off the system while we try to figure out what's going on.
A cached HTTP document in something like Varnish should take virtually no resources whatsoever.
HN is on Cloudflare but they might not be caching pages at the edge (they should).