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 ...
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