The Agent for H.A.R.M. beach house
Since you can see the name of the street in the movie, I looked up the location of the beach house (Privateer Street, Los Angeles, CA). If you look it up on Google Maps street view, you can see the house, and see that the neighborhood has certainly filled out. From the sky view, it's the building right next to the building with the colorful roof. Sadly, it doesn't have that giant ship's wheel on the side anymore!
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