Suppose $\sqrt2=a/b$, with $\gcd(a,b)=1$. Then $a^2=2b^2$, so that $a^2+b^2=3b^2$. But $3|(a^2+b^2)$ implies that $3|a$ and $3|b$, a contradiction.
I don't understand how $3|(a^2+b^2)$ implies that $3|a$ and $3|b$. I'd appreciate any explanation to this.
(Nearly complete) hint: The only perfect squares $\mod 3$ are $0$ and $1$.