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I found some questions on their forums asking about this. There's even an open issue on their GitHub about it. Despite all the links I visited, I didn't find a clear way to automate deploys to Netlify without giving them full access to my GitHub, so here's how I managed to do it.
Now that we have a Netlify site created, we can automate deploys to it. I used https://github.com/jsmrcaga/action-netlify-deploy, which requires an auth token and a site ID.
Now that we have our secrets set up, we can create our GitHub action. Mine looks something like this: