creates realistic, challenging projects that force students to apply what they've learned in a "real-world" context.
When to Use
Module Conclusion
Generate a capstone project at the end of a learning module.
Practice Exercises
Create smaller projects for students who need extra practice in specific areas.
When NOT to Use
Production Boilerplate
These projects are designed for education; they may lack the enterprise-grade complexity required for production systems.
Security and Data-Handling Considerations
Local specification generation; no access to external codebases required.