Knowledge Base
Organized study notes and knowledge
Agent Evaluation Methodology
Master Agent evaluation metrics, benchmarks, LangSmith, and testing strategies
AI Agent Frameworks Compared
Compare LangChain, AutoGPT, CrewAI and other mainstream Agent frameworks
Agent Memory Systems: From Short-term to Long-term
Understand Agent memory types, Mem0, and vector stores to build sustainable learning memory systems
Build Your First Agent
From scratch: build a simple Agent with Python and OpenAI API that can call tools
CrewAI Multi-Agent Collaboration in Practice
Master CrewAI Roles, Tasks, Processes, and Delegation to build multi-Agent collaboration systems
LangGraph Deep Dive: State Machine-Driven Agent Orchestration
Master LangGraph's nodes, edges, state, and checkpointers for state machine-driven Agent orchestration
OpenAI Agents SDK Practical Guide
From SDK setup to Handoffs and Guardrails, master OpenAI Agents SDK development
RAG Architecture Design & Optimization
Master RAG design from chunking, embedding, retrieval to reranking
What is an AI Agent
Deep dive into AI Agent concepts, core capabilities, and application scenarios
Advanced Skill Design Patterns
Master multi-step, conditional branching, and error handling in Skill design
Claude Code Automation Workflows
Master GitHub Actions, hooks, and batch processing for Claude Code automation pipelines
Create Your First Skill
Step-by-step guide to creating a usable Claude Skill from scratch
MCP Architecture Deep Dive
Deep dive into MCP protocol, transport, resources, tools, and prompts
Building MCP Servers with Python
Master FastMCP, decorators, and testing to quickly build Python MCP servers
TypeScript MCP Server Development
Master @anthropic/mcp-core, connectors, and the TypeScript MCP development ecosystem
Claude Skills Basics
Learn the concepts, purpose, and basic usage of Claude Skills
SKILL.md Format Guide
Deep dive into SKILL.md structure, fields, and writing conventions
Skill Testing & Quality Assurance
Master manual testing, automated validation, and CI integration for Skills
AI Filmmaking Complete Workflow
From script to storyboard, generation, editing, and publish—master the full AI filmmaking pipeline
ComfyUI Video Workflow Setup
Master ComfyUI video node setup, custom workflows, and batch generation
Kling AI Practical Tips
Master Kling free tier usage, character animation, and long-video generation
Video Prompt Engineering
Master AI video prompt writing techniques and structured approaches
Runway Gen-4 Complete Guide
Master Runway Gen-4 camera control, Motion Brush, and Extend features
Sora Advanced Techniques & Case Studies
Master Sora advanced prompt techniques, style control, and limitations for higher-quality output
Sora User Guide
Master OpenAI Sora access, API usage, and best practices
AI Video Generation Overview
Comprehensive overview of AI video generation technology, mainstream products, and applications
Video Prompt Templates Collection
Ready-to-use prompt templates for different scenarios to produce high-quality AI video quickly