Operator Problem Guide

Claude Api Data Not Syncing

Claude API data not syncing in 2026 usually refers to the Batch API — where you submit a batch of requests and poll for results, and the results are not appearing in your system. The most common cause: the batch is still processing (large batches take hours to complete), the polling logic is checking before results are ready, or the results storage (S3, file system) is not accessible.

Why This Happens

What To Check First

When To Escalate

Dealing with this right now?

For Batch API: check the batch status using `client.beta.messages.batches.retrieve(batch_id)`. Status transitions: "in_progress" → "ended" (can also be "canceled" or "errored"). Only retrieve results after status is "ended." Results are streamed from the `results_url` and must be read as line-delimited JSON (each line is a separate result object). If you are missing results for specific requests, check the `result.type` field — it can be "succeeded", "errored", or "canceled" for each individual request in the batch.

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