Chapter 9
Team growth and career development
Design clear skill-upgrading paths and career development tracks, and establish a comprehensive training plan to help team members keep growing.
Skill improvement path
A clear path for skill growth, from beginner to expert.
Beginner → Intermediate
Skill requirements
- • Proficient in using basic tools (Cursor, Copilot)
- • Able to create simple Skill
- • Understand the basics of prompt engineering
- • Master code completion techniques
Learning focus
- • Basic usage of tools
- • Basics of prompt engineering
- • Skill creation basics
- • Code review basics
Intermediate → Advanced
Skill requirements
- • Master advanced tool features (Agent, MCP)
- • Able to design complex workflows
- • Understand architecture choices
- • Master cost optimization techniques
Learning focus
- • Deep use of Agent mode
- • MCP Server configuration and development
- • Complex workflow design
- • Architectural trade-off thinking
Advanced → Expert
Skill requirements
- • Tool selection and architecture design
- • Team knowledge management
- • Technical roadmap planning
- • Cross-departmental collaborative design
Learning focus
- • Tool evaluation method
- • Architecture design capability
- • Knowledge management system design
- • Team culture building
Career development
A clear career development path helps team members plan their career trajectory.
AI Engineer → AI Architect
Technical Depth
- • Deep understanding of AI tool principles
- • Master multiple tools and architectures
- • Understand technical trade-offs
Technical breadth
- • Understand multiple tools and architectures
- • Master tool selection methods
- • Understand technology trends
Architecture capabilities
- • Able to design technical solutions
- • Has architectural trade-off thinking
- • Able to plan a technical roadmap
AI Engineer → AI Product Manager
Product thinking
- • Understand user requirements
- • MVP mindset
- • Product design skills
Communication skills
- • Requirement clarification ability
- • Team collaboration skills
- • Cross-functional communication skills
Project management
- • Project planning skills
- • Progress management capability
- • Risk management capability
Training plan
Design targeted training plans for team members at different stages.
New employee training (5 weeks)
Tool fundamentals training (2 weeks)
- • Cursor installation and configuration
- • Fabric installation and configuration
- • Basic prompt engineering
- • Use code completion
Hands-on project training (2 weeks)
- • Complete the first hands-on project
- • Skill creation practice
- • Practical use of Patterns
Knowledge base usage training (1 week)
- • Use of the Skill library
- • Using the Patterns library
- • Learn best practices
Advanced training (3 weeks)
Advanced Feature Training (1 week)
- • Deep use of Agent mode
- • MCP Server configuration
- • Complex workflow design
Architecture Design Training (1 week)
- • Tool selection methods
- • Architectural trade-off thinking
- • Technical roadmap planning
Team collaboration training (1 week)
- • Cross-department collaboration
- • Knowledge management
- • Culture building
Hands-on practice
Practice suggestion:
- 1Design a skill-upgrading path (a complete path from beginner → intermediate → advanced → expert)
- 2Develop a training plan (new hire training, advanced training, expert training)
- 3Build a career development framework (career paths, evaluation criteria, development plans)
Learning outcomes
After completing this chapter, you will:
- 1Master methods for team growth (skill improvement paths, career development tracks)
- 2Able to design career development paths (AI Engineer → AI Architect/Product Manager)
- 3Understand the importance of training (new hire training, advanced training, expert training)