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Looks like Active Model Serializers under the hood? Looks good from what I can see.

Yep :)

Any chance of open-sourcing it? Following the same model as newsblur.com

I see that as something that could happen in the future, when I get enough revenue to run yoleoreader.com. That's my primary concern.