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One of the main challenges you run into is that you need to get data into the app quickly. Doing it through api calls is good in many ways because:
- It's relatively standard
- Easy for partners to implement.
The only downside is that moving a LOT of data over HTTP is not always reliable or performant. Other ways like writing to a Kafka topic are quite a but more specific and also run into validation. Possibly some mix like a bulk api that just writes to a kafka topic that can take a lot of data at once. Think getting an inventory update every day for 25k products.
Other ways of course is uploading files like CSV or JSON or JSONL.
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