The suspect, a woman with prior mental health contacts but no criminal record, was involved in a violent encounter on Aug 31 where she stabbed two people and killed one. After a four-minute standoff, she advanced on NYPD officers wielding two knives, ignoring commands and taser deployments before being shot. Bodycam footage of the incident exists.