I often see projects at my company that are full of part-time developers, meaning they work some % on different projects.

Additionally, management seems to be on the Agile hype train. I feel that the agile methodology does not work well with part-time developers. How do you best manage the project with things like tasking when at any time some members may run hot on their other project(s)?