A few years ago I was working on a global market data platform. The job was straightforward on paper: integrate as many cryptocurrency exchanges as possible, aggregate their price and volume data, serve it reliably. We got to around 150 exchanges. That's when things got interesting.

I expected noise. APIs go down, timestamps drift, small...