If this sounds like your week
A batch is not “drag 400 files and pray.”
It is a contract between inputs, rules, and outputs. That contract belongs in a real app. Annotators lag when 48MP frames load remotely; preprocessing beats blaming Wi-Fi.
Where tooling usually breaks
Inconsistent one-off tools create inconsistent one-off disasters.
Your delivery spec deserves repeatability.