The death penalty is not a deterrent. It violates the 8th Amendment which prohibits cruel & unusual punishment (botched executions still happen today).
Reliance on cash bail puts unduly stress on low socioeconomic individuals. Those who are unable to post cash bail are statistically more likely to be convicted - and after conviction, they tend to receive harsher sentences.