Ten Seconds

Ten seconds between receiving a message from a pricing engine, and delivering that price to the client. Admittedly it’s an exotic structured product (not HFT).

Layered, stateless services + ORM-backed repository pattern + ambient database connections.

If you cannot precisely predict the number of database round-trips that will occur from a single API call, then you have no coherent data access strategy.