Is a contract signed between two people legally binding?

Location: California

I accidentally crashed into someone’s vehicle as they were driving by. There were two people in the car, and both of them are okay. So the owner said he’d be down to settle it personally. If I generate a release of liability contract, will it be reinforceable by law?