The broker API I plan to use features the ability to "paper trade" in a simulated account. So I'm not so worried about switching the thing on one day and immediately blowing my account.
I do trade manually in a broker account but as fun and instructive as that is, it doesn't represent the kinds of high-speed analysis and execution my system would make once it was completed.