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Challenges with Skills & Future Innovations
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Classroom Contents
How Claude Code Works - Deep Dive into Architecture and Implementation
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- 1 Introduction to Claude Code & AI Coding Agents
- 2 The Evolution and Breakthroughs of Coding Agents
- 3 Core Philosophy: Simple Architecture & Better Models
- 4 Key Tools and Their Functionality in Claude Code
- 5 The Power of Bash and Implementation of To-Do Lists
- 6 Structure of To-Do Lists vs. Complex DAGs
- 7 Relying on the Model & Importance of Sandboxing
- 8 Sandboxing, Sub-Agents, and System Prompts
- 9 System Prompts and the Use of "Skills"
- 10 Challenges with Skills & Future Innovations
- 11 Alternative Architectures: The "AI Therapist" Problem
- 12 Perspectives on Different Agents: Codex vs. Amp
- 13 Context Management in Amp & Cursor
- 14 Evaluating Coding Agents & Rigorous Tools
- 15 Testing Tools & Future of Headless SDKs
- 16 Key Takeaways & Building the Slide Deck with Claude Code
- 17 Discussion on DAGs and Sequential Execution
- 18 The Future of LLM Calls and Spec-Driven Development
