Day: October 8, 2026

A specification sheet describes what a machine was allocated, not how much of it you receive during your busiest hour. On shared infrastructure that quantity varies with tenants you will never know about.

SMS pumping turns a legitimate OTP flow into someone else's revenue without breaching anything. No credential is stolen, no alarm fires - the only symptom is a messaging bill growing faster than the business.

Deploying a 24/7 agent takes minutes; keeping one alive is a different discipline. Memory, context, and unsupervised drift accumulate slowly, report misleadingly, and none of them come from the model.