Los Angeles County sheriff's deputies rushed to the scene at a home on Via Madonna, located at the end of a quiet cul-de-sac.
They found two people stabbed and a trail of blood leading from the home's front door.
Two people were rushed to the hospital, one in critical condition.
Deputies say they have a potential suspect in custody.