Why can't I tile a $100 \times 100$ table with $1$ by $8$ pieces?
If we look at the number of tiles, $100^2$ is divisible by $8$. So this does not contradict existence of such tiling.
The standard trick of coloring the squares by black and white color does not help here either, since the $1\times8$ domino has the same number of white and black squares and so does the whole board.

(from the Comments)
David A. Klarner's paper (1969), Packing a Rectangle with Congruent N-ominoes, surveys a number of problem areas for tiling rectangles with congruent polyominoes. He writes, in part:
For the sake of completeness we note the following:
whose short proof is given in the above paper (free PDF download).