Is my use case suitable for workers?

I need a background task that polls another service every 30 mins and downloads a JSON, stores it either as an object (to R2) or to a DB. The worker itself won’t service any users. I expect this data to persist for couple of years.

There is a separate front-end site which will then be visualise this data.

Can I use Worker for this purpose?

Sure. You can have a Worker run with a cron trigger on a schedule you define.

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