How does one write "day in and day out"

Solution 1:

According to NOAD you can leave out the and and drop the hyphens:

day in, day out
continuously or repeatedly over a long period of time.

So maybe:

Day in, day out, I work like a dog.

Solution 2:

I work like a dog, day-in and day-out.