Here's a group of articles and links that I've found very helpful while getting started and refining my process with The Podcast Digest.
New to Podcasting: From Colin Gray, this is a great glossary of terms that will really help! And Colin also has an "Ultimate Podcast Resource" page that pretty amazing, too!
If you want personalized coaching along with a supportive podcasting community, check out : School of Podcasting.
Tranform.Org has tons of great articles on all things podcasting!
MacNN had some great articles those of you starting out on a Mac of IOS device should read! Pointers: Creating a Podcast (see link at bottom of article for all parts of this series!)
The Podcasters' Studio - How to Setup a Mix Minus for Recording Skype (watch this video, it's awesome!)
The Audacity to Podcast - How to Live-Stream and Record a Podcast with Others - TAP044
Bit.ly - How to shorten long links
Audacity Help Manual - How to do pretty much anything with Audacity!
Audacity Tutorial - From Sean at No, Totally Podcast
Podcast 101: Creating and Hosting an Audio Podcast - I literally followed this book by Rob Walch step by step to launch this show!
Want to podcast mobile from an IOS device? Great presentation from Rob Walch at Libsyn
Lifehacker - How to start a podcast
If you are going to be having guests on your show, send them this link - Podcast Guest Guide.