Automation Detection Through Micro-Timing: A social media manipulation investigation used precise timestamp analysis to identify bot behavior. Suspected accounts were posting with unusual regularity—exactly every 3 hours and 17 minutes for weeks. Human posting shows natural variation, but these accounts demonstrated algorithmic precision that revealed automated management despite otherwise convincing content.