Automation builds trust through consistent confirmation. That's also how it hides errors.
Copilot confirmed three consecutive image generations as successful. The confirmations were specific, detailed, and accurate — describing plants that were not in the images. The automation loop completed normally. No flags. No signals. The wrong output traveled with a correct-sounding confirmation attached.
If your review process relies on the tool's own output confirmation as a checkpoint, this incident is worth reading. The question isn't whether the tool failed — it's whether your workflow would have caught it.
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