In August 2012, Knight Capital Group pushed a routine software update to its automated trading system.

Seven servers were updated. One was not.

In 45 minutes, the company lost $440 million.

No cyberattack. No sabotage. No dramatic villain.

Just a missing update, an untested rollback, and automation moving faster than humans could react.