Have a try of these if the double nappy doesn't work
I had similar issues and use one of these. I also use a pad inside the shorts across the top of the nappy as his nappy usually leaks over the top. That's been fool-proof so far.
There are also things called 'booster pads' often used with cloth nappies but you can pop one in your disposable nappy to add extra absorbency.