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Re:Ask HN: Is Claude Down Again? by eduardogarza on Wednesday March 11, 2026 @12:23PM (#47337643)
Can someone that's worked at one of these big companies honestly explain how it happens that when these guys are down, it's never for like 10-15 mins ... it's always 1-2+ hours? Do they not have mechanisms in place to revert their migrations and deployments? What goes on behind the scenes during these "outages"?
Re:Ask HN: Is Claude Down Again? by aix1 on Wednesday March 11, 2026 @12:36PM (#47337812)
Part of it observability bias: longer, more widespread outages are more likely to draw signficant attention. This doesn't mean that there aren't also shorter, smaller-scope outages, it's just that we're much less likely to know about them.

For example, if there's a problem that gets caught at the 1% stage of a staged rollout, we're probably not going to find ourselves discussing it on HN.

Re:Ask HN: Is Claude Down Again? by jcfrei on Wednesday March 11, 2026 @12:29PM (#47337730)
Quick fixes have tendencies to break other stuff and just make matters worse. Better to leave it offline for a little longer, fix the definitive root issue and make sure it comes online nicely. If the issue was just a quirk in a recent deployment then these probably can be reverted easily on the endpoints where they were just deployed (I'm sure they are using staggered roll-outs). These long term downtime things are probably not issues related to a recent release.
Re:Ask HN: Is Claude Down Again? by Ocerge on Wednesday March 11, 2026 @01:59PM (#47338932)
You will run into thundering herd/hotspotting/pre-warmed caching issues when you have to restart. There's generally not an easy to way to switch these sorts of systems on and off, especially a relatively new system that isn't battle-hardened.

I got nothing for the github outages this year though, that seems like incompetence.

Re:Ask HN: Is Claude Down Again? by mrguyorama on Wednesday March 11, 2026 @03:33PM (#47340133)
Well when the coding agents go down who are they supposed to ask what the problem is?

They should probably buy subscriptions to those Chinese agents.

Re:Ask HN: Is Claude Down Again? by dconsorte on Friday March 13, 2026 @03:51PM (#47368939)
They probably use every ounce of compute available, all at once, because demand > supply. So, there's no fallback mechanism.