Changing blog page/post layout

Hi,

I got someone to install a theme called Moesia and it’s been great. It’s a one-page site so i don’t really need anything else.

However, just recently I decided to blog post. But I want my blog page (without the right tag cloud and stuff) and blog posts to look clean and readable like this.

Any suggestions on where I can start?
Thanks!