Retirement tax questions

I am starting my second year of military retirement and am 100% disabled as well- I've met vets that do not pay taxes on their retirement due to being 100% va disabled as per "page 18 of IRS PUB 525.  While the publication reads pretty easy, filling out the paperwork is something that I have yet to get help with- any thoughts?