Agreed. Your major competitive advantage as a programmer is probably the ability to build tools. If the problem calls for a particularly complex algorithm, or

Agreed. Your major competitive advantage as a programmer is probably the ability to build tools. If the problem calls for a particularly complex algorithm, or begins taking up too much time, that's when I make the tool as simple as possible and then leverage Mechanical Turk to get past the sticky bits.