Shape the Feature
Written by the author, AI-editedAI-assisted, author-verified How this module was made
The Tokens Dashboard shows team-level token usage, model cost, delivery outcomes, and ticket-to-merge trends. In this lesson, you will plan an AI Usage Insights feature that helps team leads interpret those patterns without judging individual developers or claiming that AI caused a particular outcome.
What you will do
- Review the existing app and define the rough feature idea.
- Ask AI to examine the idea from product, design, and engineering perspectives.
- Accept, reject, or revise the recommendations after each review.
- Turn the approved decisions into
feature-brief.md.
Materials
- Tokens Dashboard starter project
AI Planning Resources/Lesson Prompts/lesson-1-prompts.md- The optional product-lead, designer, and engineering-manager role guides in
AI Planning Resources - An AI assistant that can inspect the project and work with Markdown
The lesson prompt file contains the complete course-specific prompts. The separate role guides are reusable references rather than custom agents or required attachments.
Output
The completed feature-brief.md is available in Project/Final.