How many applications can I run simultaneously on a new Macbook Air?
There are no system resources that can meaningful be counted in "applications", but some programs hog system resources atrociously, while others use hardly any.

If your computer seems 'burdened', then run activity monitor to learn what processes are using the most CPU and RAM, especially processes you aren't actively using.  You should avoid leaving badly behaved processes running continuously.