When AI agents look like attackers: what behavioral telemetry tells us

July 7, 2026 · Sophos Threat Research · Severity: MEDIUM

Sophos X-Ops analyzes behavioral telemetry from AI coding agents and finds they frequently trigger endpoint detection rules originally designed to catch human adversaries. The resemblance between AI agent behavior and attacker techniques creates new challenges for security operations. Teams need to adjust detection rules to distinguish legitimate AI activity from actual threats.