I saw to prove that $a^2+b^2=c^2$ you can produce the algebraic solutions $a = x^2-y^2, b = 2xy, c = x^2+y^2$. To check that works just multiply it out but it produces infinitely many solutions when you set x and y to be integers.
Can you please show me more examples of this, especially if they show how to find the polynomials!
Read the section "Rational points on conics" in the motivational chapter in the very beautiful book Rational points on elliptic curves by Silverman and Tate and/or google "rational parametrization of the circle". Also, once you have some knowledge of elliptic curves don't miss Franz Lemmermeyer's Conics - a poor man's elliptic curves which gives a beautiful treatment of Pell conics unified with theory of elliptic curves. Previously fragments of this theory were folklore scattered in pieces throughout the literature.