The NIH podcast Developing Your Budget is available at:
http://nexus.od.nih.gov/all/2011/04/29/developing-your-budget-podcast/

Although this podcast is presented by NIH, the information is also relevant to other federal agencies.

Additional NIH budget information is posted at http://grants.nih.gov/grants/developing_budget.htm