How does repeated exercise affect the amount of work that muscles can do?

When you exercise, you tear muscle fibers. Over time, these muscle fibers become thicker to prevent tearing. This is why your biceps bulge - it's actually just strands of muscle that have been torn through exercise and then grown back.

Thicker muscles = more strength.