Pi 1.0 integrates Jev, a decision model that evaluates command safety at fixed points in the tool execution lifecycle without generating text. The system uses pre-execution gates with threshold-based scoring to block risky commands and post-execution judges to detect credential leaks, reducing approval fatigue while maintaining security on the host machine.