When AI makes implementation cheap, the bottleneck does not disappear. It moves into decisions, context, ownership, and trust. What that means for how Product and Engineering work together.

The bottleneck in software development has moved from coding speed to trust architecture. How do you organise teams and processes so autonomous agents can move fast with real confidence?

AI adoption is not a tooling challenge. It is an opportunity challenge. The real leverage is in rethinking ownership, incentives, and trust across distributed engineering teams.