Developer Who Built Bulk Messaging Tool Warns Restraint Matters More Than Speed

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A developer building bulk messaging features for MSG.AI found that solving the technical challenges — queues, delays, and progress tracking — was far easier than addressing when the tool should be used at all. While bulk messaging has legitimate operational uses, such as notifying customers of delivery delays or service interruptions, the developer argues it is too often conflated with unsolicited cold outreach. Technical safeguards like randomized timing and preview screens reduce mechanical errors but do not establish whether recipients have consented to receive messages. The developer concludes that operational controls and permission are separate concerns, and that the sender — not the software — bears responsibility for ensuring communication is appropriate and lawful. Rather than asking how many messages a platform will tolerate, the developer urges senders to first ask whether a genuine prior relationship or request exists with each recipient.

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