Earlier this month, Telefónica and Nokia announced a collaboration to test how AI software agents could support the use of network APIs, as part of the GSMA Open Gateway initiative.

Leaders must manage trade-offs carefully. Poorly managed APIs can lead to over-automation, which increases errors at scale.

Asking an engineer to refactor a large, tightly coupled AI pipeline to test an idea is almost guaranteed to fail. Monoliths don’t optimize well either. You’ll spend more time (and money) iterating on ...