Im not at liberty right now to name my employer but our systems are definitely designed to serve through local resource exhaustion. But we aren't talking about cheap hosts here. We generally run high compute optimized or high memory optimized hosts depending on the use case and if these generally powerful hosts hit 100% CPU or full memory utiliziation theres usually more going on than something random or simple so its important to have someone check it out.