Using Packagist with Blocks

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So I am in the process of starting development on a new block. As part of that I am going to use two packagist components using composer. Does any one have any experience or guidance with how to do this.

I guess specifically I am worried about using composer's autoloader inside my block controller. Seems like I might end up stepping on the normal autoloader?

Is there another / better way?

Joe