"Way" means "far". You can use it like this:
I was out way past midnight.
This means that you stayed out not just until 12:05 or 12:30, but several hours past midnight.
Here's another example:
There's no use apologizing now. We're way past that point.
You might say this if someone has made you so angry that there's no chance that you'll forgive them.