The couple's children were apparently inside the San Lorenzo home when the shootings occurred around 1:45 a.m. Wednesday.
Alameda County Sheriff's officials have not identified the victims, but say they were found in the garage. The woman had multiple gunshot wounds. The man had a single gunshot wound.
The woman's sister, Veronica Rodriguez, told KGO-TV she was told the couple was having marital problems.