Week 01
Introduction to Coding LLMs and AI Development
Course logistics · What is an LLM actually
选择周次进入完整笔记页面(课程PPT笔记 / 阅读材料笔记 / 图谱)
Introduction to Coding LLMs and AI Development
Course logistics · What is an LLM actually
The Anatomy of Coding Agents
Agent architecture and components · Tool use and function calling
The AI IDE
Context management and code understanding · PRDs for agents
Coding Agent Patterns
Managing agent autonomy levels · Human-agent collaboration patterns
The Modern Terminal
AI-enhanced command line interfaces · Terminal automation and scripting
AI Testing and Security
Secure vibe coding · History of vulnerability detection
Modern Software Support
What AI code systems can we trust · Debugging and diagnostics
Automated UI and App Building
Design and frontend for everyone · Rapid UI/UX prototyping and iteration
Agents Post-Deployment
Monitoring and observability for AI systems · Automated incident response
What's Next for AI Software Engineering
Future of software development roles · Emerging AI coding paradigms