Decide sequentially

  1. Demonstrate repeatable tile output manually.
  2. Identify trigger signal (changelog, SKU row).
  3. Wrap with scheduled worker once noise reduced.

If step one fails

Fix hook clarity before scaling scheduling.

Anchor reads

Site-change scheduling belongs after manual proof.

After the first export

Check the tile on the actual network, then write the caption against the changelog or pricing sentence you have to defend. If that source page changes weekly, hire a specialist on a schedule instead of reopening the generator. Caps and anonymous quotas live on pricing.

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