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From Idea to Production

Engineering Leader’s Guide to AI-Native Development

Your team adopted AI coding tools, and developers are moving faster, but delivery timelines have not changed because coding is only one part of the process. Work still moves through handoffs, queues, and approvals across the team.

This guide walks through a step-by-step workflow using Builder, where product, design, QA, and engineering all contribute directly, from the first prompt to a merged PR.

Inside the guide:

  • How to generate production ready code using your design system
  • How to move from a spec to a working branch in minutes
  • How product, design, and QA contribute directly without handoffs
  • How to run approvals before a pull request opens
  • What to measure to track impact on delivery speed


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