Audi A3 - Engine cutting out - Janetskii
Diesel A3 suffers sudden cut outs with no warning, no pattern, any speed, any gear. Diagnostics show nothing amiss. Can happen 5 x in 15 mile journey.
Audi A3 - Engine cutting out - elekie&a/c doctor

I would change the fuel filter before anything else.