Caper consequence-aware approval reduces harmful outcomes in coding agents
Caper pre-executes commands in snapshotted sandbox and achieves lowest harmful-outcome rates of 6.7% on SABER and 7.8% on YoloFS-Ext versus at least 14.8% and 35.3% for existing systems.