This was a mostly political problem with Congress kicking the can down the road for 20 years. According to the article they've restarted production although a bit slower than they wanted.

Of course you can't stockpile radioactive materials for too long. Their very nature limits their shelf life. So constant production is necessary if you want to use it on missions.