There are many things to avoid but some of our listing here:

Spammy Guest Blogging.
Optimized Anchors.
Quantity of links over quality.
Keyword Heavy Content.
Relying on link-backs instead of content.
Building too many links too fast.
Building too many links to your homepage.
Writing a lot of mediocre content