AI is clearly speeding up coding. But for most teams, delivery didn’t accelerate—it got congested.

When implementation becomes cheap, the bottleneck moves downstream:

  • PR review queues explode

  • QA/testing becomes the choke point

  • Context loss creeps in and slows everything later

If your team feels “busier” but not faster, this is why.

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