Level Up Your AI-Generated Projects
Now that you've built your interactive human body viewer, let's explore advanced techniques to extend any project, add sophisticated features, and customize tools for your specific educational needs!
🎯 Learning Objectives
- Add additional body systems to your viewer
- Create interactive study and quiz modes
- Build medical conditions visualizations
- Master advanced prompting techniques
- Learn to debug and fix AI-generated code
- Understand when to use which AI tool
- Apply these techniques to any project
🚀 Bonus Challenges for Your Human Body Viewer
Choose one or more of these challenges to extend your project!
Challenge A: Add More Body Systems
⭐⭐ Medium Difficulty ⏱️ 20-30 minutesGoal: Add 3 more toggleable body systems with unique animations
Challenge B: Create Interactive Study Mode
⭐⭐⭐ Hard Difficulty ⏱️ 30-45 minutesGoal: Build a gamified study mode where users identify organs
Challenge C: Medical Conditions Viewer
⭐⭐⭐ Hard Difficulty ⏱️ 30-45 minutesGoal: Visualize common medical conditions for health education
🛠️ Advanced Prompting Techniques
Technique 1: The "Build-Test-Fix" Loop
When to Use: Adding complex new features
Instead of asking for everything at once:
Break into small, testable pieces:
Why this works: You catch bugs immediately and can fix them before adding complexity!
Technique 2: The "Reference Example" Method
When to Use: You want a specific style or behavior
Why this works: AI can replicate successful patterns more reliably than creating from scratch!
Technique 3: The "Constraint Specification" Method
When to Use: You need precise control over implementation
Why this works: Clear constraints prevent AI from making assumptions that break your existing code!
Technique 4: The "Debug Assistant" Approach
When to Use: Something's broken and you don't know why
Why this works: Providing context and debugging info helps AI give targeted solutions instead of guessing!
🎯 Choosing the Right AI Tool for the Task
| Task Type | Best Tool | Why |
|---|---|---|
| Initial project generation | 🏟️ LMArena | Compare multiple approaches and pick the best starting point |
| Quick bug fixes | 🍌 NanoBanana | Fast response time, no waiting for dual models |
| Adding simple features | 🍌 NanoBanana | Iterate rapidly through 5-10 enhancements |
| Complex multi-step features | 🤖 Claude.ai | Longer context window, maintains code structure better |
| Code explanation | 🤖 Claude.ai | Best at detailed technical explanations |
| Testing multiple models | 🏟️ LMArena | Side-by-side comparison reveals best model for task |
| Refactoring messy code | 🤖 Claude.ai | Better at understanding large code structures |
| Quick prototypes | 🍌 NanoBanana | No login friction, instant access |
| Accessibility features | 🤖 Claude.ai | Better understanding of ARIA labels and WCAG guidelines |
| Code optimization | 🏟️ LMArena | Different models optimize differently - compare results |
🐛 Common Issues and Quick Fixes
Problem: New Feature Breaks Old Ones
Fix:
Problem: Colors Clash
Fix:
Problem: Doesn't Work on Mobile
Fix:
Problem: Animations Too Slow/Fast
Fix:
Problem: Quiz Scores Don't Save
Fix:
Problem: Body Outline Too Simple
Fix:
🎨 Customization Ideas for Your Program
Adapt the Interactive Diagram Concept:
Business Programs
Interactive Org Chart: Toggle departments, show reporting lines, view team responsibilities, click for bios
Engineering Programs
Machine Systems Viewer: Toggle mechanical systems, show component interactions, animated power flow
IT Programs
Network Topology Viewer: Toggle network layers, show data flow, highlight bottlenecks
Education Programs
Learning Pathways Map: Toggle career paths, prerequisite connections, skill progression
✅ Topic Completion Checklist
- ✓ Understand advanced prompting techniques (build-test-fix, reference example, constraints)
- ✓ Know when to use which AI tool (LMArena vs NanoBanana vs Claude.ai)
- ✓ Can add new features to existing projects without breaking functionality
- ✓ Understand how to debug AI-generated code effectively
- ✓ Explored at least one bonus challenge for human body viewer
- ✓ Identified how to adapt interactive diagrams to your program
- ✓ Have strategies for fixing common issues
🎉 Session 4 Skills Summary
🏆 What You've Accomplished
You now have access to free AI tools that rival expensive paid services!
- ✓ Discovered LMArena ($60/month value - FREE)
- ✓ Mastered NanoBanana (instant AI access)
- ✓ Built a $5,000+ educational tool
- ✓ Learned advanced customization techniques
- ✓ Can now build ANY interactive educational tool
🚀 What's Next?
In the final topic, you'll explore even more custom applications you can build with your new skills - from quiz generators to interactive timelines to data visualizations. Plus, we'll wrap up the entire course with next steps for continuing your AI educator journey!