Detection engineering requires an understanding of how attackers exploit subtle flaws in detection rules. The article highlights five common pitfalls that can lead to missed threats, including parameter variations, command chaining, double spaces, obfuscation techniques, and unaudited commands. By addressing these issues, detection engineers can improve their rule-writing to better catch malicious activity.