Why this theme is showing up

Real examples with the stored reasons/explanations.

Mailgun · 2026-03-27

Gist: The post argues that email bounce codes are contextual signals, not fixed rules, because mailbox providers classify failures for their own safety and operational reasons. It warns that treating 4xx/5xx responses as binary can lead to misreads and poor suppression or retry decisions.

Signal reason: It reinforces a narrative about sophisticated deliverability understanding and contextual interpretation.

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