Advanced · From Tools to Architecture
100 hours from tools to architecture
Gain a deep understanding of the principles and advanced features of AI coding tools, and master enterprise practices and architectural trade-off thinking.
Target audience
Developers who want to deeply understand how AI programming tools work
Advanced users who want to master advanced features
Teams requiring enterprise-level practical experience
Engineers who want to build architectural trade-off thinking
Learning objectives
Master core technologies
Enterprise-grade practices
Architectural trade-off thinking
Course outline
Environment and fundamentals
0-20 hoursDevelopment environment setup, code execution principles
AI deep usage
20-40 hoursLLM ecosystem, advanced Prompt techniques
Documentation-driven
40-60 hoursPRD、Spec、WBS、DoD
Full-stack development
60-80 hoursFrontend, backend, database
Production-ready
80-100 hoursTesting, deployment, operations
Chapter contents
01Environment setup and basics of running code02AI User Guide03Prompt Engineering04PRD and documentation-driven05AI-native development mode06AI-adapted architecture paradigm07A panoramic view of AI application frameworks08Development basics09Interface interaction10Data persistence11Context Engineering12Testing and quality13Harness Engineering14Deployment and operations