Unless, of course, you read wget documentation and realize most of that stuff is available as flags, you can log errors, you can use GNU parallel and a bunch of other specialized tools.
It still complexity in the end, but you just have to factor it all in - I bet you that 90% of those "big data" problems can fit in a small server's RAM. Most of the time is just people making shit up, so they'll have a job.