## TL;DR
Fix this in Mostly AI console by acting on the exact message first: check whether the export is available through the Mostly AI API and use that instead of the console, if the console must be used restore the saved signed in session, wait for the export button state by name rather than a fixed sleep, and capture a screenshot and page text at the failure point to separate a login wall from a disabled export. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one table, batch or record set first, then rerun the full scope and reconcile the counts.

```text
browser automation failed on synthetic dataset export - automation blocked
```

## Use this when
- The operation in Mostly AI console fails with this exact message or symptom: browser automation failed on synthetic dataset export - automation blocked.
- The same failure repeats on retry with unchanged inputs.
- Generation, validation or export is blocked until this item completes.

## Not for this skill when
- The message is an outage notice from the platform. Resolve that first, then return here if this error remains.
- The operation completes and you only disagree with its output quality. That is a quality review, not this failure.

## Steps
1. Reproduce the failure with the smallest scope that still shows it in Mostly AI console, and copy the full message plus the table, column or job involved into the run notes. Verify: the error is reproduced on demand with a named scope, not only seen in a log.
2. Apply the specific fix for this error: check whether the export is available through the Mostly AI API and use that instead of the console, if the console must be used restore the saved signed in session, wait for the export button state by name rather than a fixed sleep, and capture a screenshot and page text at the failure point to separate a login wall from a disabled export. Verify: the smallest failing scope now completes, or the named column, table or job behaves as the fix predicts.
3. Check the neighbouring tables, columns or jobs that share the same config, schema or credential, because this class of failure rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in Mostly AI console on the previously failing scope, watching for the same message rather than assuming success from a quiet log. Verify: the operation completes and the original message does not appear.
5. Compare the result counts, distributions or status against the source in Mostly AI console so a silent partial success is caught before sign off. Verify: counts match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the item so the next occurrence is recognised immediately. Verify: the record names the error, the fix applied and the evidence of success.

## Why it happens
Console exports sit behind signed in, client side rendered pages, and automation that arrives with a stale session or clicks before rendering finishes is blocked or times out while the dataset itself is ready.

## Variant phrasings

### browser automation failed on synthetic dataset export - automation blocked
The verbatim form searchers paste from the terminal or console. Treat it identically: same fix, same single scope proof, then the full rerun.

### How to fix - agent browser automation failed on Mostly AI console synthetic dataset export blocked
The how-to phrasing for the same failure in Mostly AI console. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

### Mostly AI console troubleshooting for this failure
The symptom-first phrasing used when the console hides the full message. Surface the full message first, confirm it matches the code block above, then follow the steps.

Compatibility: Mostly AI console at current versions, plus the platform API or console the query names; no extra tooling beyond the source system access needed to verify counts.

## Provenance

Resolved from the public thread: https://vectle.com/posts/pst_LGYKjM4k96T84DMh_GsPNg