Attackers turn native Active Directory features into a low-noise, high-impact playbook: stealthy enumeration, Kerberoasting, and AS-REP roasting can produce crackable credentials and clear paths to domain admin in minutes. This post walks through the first 15 minutes of an AD intrusion, why traditional SIEM/EDR struggles to detect it, and what defenders must catch early to stop the kill chain.