AI Review Proces
Hoe AI je tickets analyseert en implementatieplannen genereert.
The AI review process is where TurtleApps analyzes your ticket and creates an implementation plan. Understanding this process helps you get better results.
What Happens During Review
AI review process visualization
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1. Context Analysis
AI analyzes your existing codebase to understand:
- Project structure and architecture
- Coding patterns and conventions
- Existing components and utilities
- Dependencies and their versions
2. Requirement Extraction
AI breaks down your description into specific requirements:
- Functional requirements (what it should do)
- Technical requirements (how it should be built)
- Edge cases and error handling
- Integration points with existing code
3. Plan Generation
AI creates a detailed implementation plan including:
- Files to create or modify
- Components and functions to build
- Dependencies to install (if any)
- Testing approach
- Estimated complexity
✨Better Descriptions = Better Plans
The more context you provide in your ticket, the more accurate the plan will be. Include references to existing code, design specifications, and edge cases.
The Implementation Plan
After review, you'll see a detailed plan with:
Overview
A summary of what will be built and how.
File Changes
List of files that will be created, modified, or deleted:
- Create — New files being added
- Modify — Existing files being changed
- Delete — Files being removed (rare)
Dependencies
Any new packages that need to be installed.
Complexity Score
An estimate of how complex the implementation is:
- Low — Simple changes, quick to implement
- Medium — Moderate changes, may take some time
- High — Complex changes, requires careful implementation
Providing Feedback
If the plan doesn't look right, you can provide feedback:
- Click "Request Changes" on the plan
- Describe what should be different
- AI will revise the plan based on your feedback
💡Iterative Planning
Don't hesitate to provide feedback multiple times. It's better to get the plan right before starting development.
Approving the Plan
When you're happy with the plan:
- Review the file changes and dependencies
- Check the complexity estimate
- Click "Approve & Start Development"
Review Tips
- Check that existing components are being reused where appropriate
- Verify the plan follows your coding conventions
- Look for missing edge cases or error handling
- Ensure the complexity estimate seems reasonable
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