They have a GitHub api hack that could work, but once I put content on the S3, it will basically do it for my automagically at the edge

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This is the way.

There is a next level of scale after that, but for now get the server out of the read path. Not just for cost but for sanity of operating with such a small team.

The write path you can switch to APIGW and a bit of lambda and eliminate the “running computers” thing there. Use cost savings plans.