Allow dependency tasks to run in parallel

I'm writing a task library that involves a number of long-running tasks that are highly-parallelizable, such as making HTTP requests. I bundle each action in a single task, but this means that they always run in sequence. I'd like a way to declare that the dependencies for a given task should run in parallel, to increase the throughput of my tasks.