Clamp over the grooves so that the silicone under the clamp will bite into them a little. The hairspray trick also works wonders.
What about a turn of friction tape or silicone hose repair tape on the throttle body? The adhesive will keep it in place and the coupler will have a much harder time slipping off.
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