The Hidden Beauty in designing thinking systems
You'll learn from Liviu:
- How to spot AI keywords
- Drifting
- AI sensors
- The architecture blueprint
- Folder hierarchy & organization
- Script phase mapping
- Dependency graph structure
- The causal map (multi-root problems)
- DANE decision tree
- Process governance model
- Meta perspectives (3-layer thinking)
- Skill object orchestration
- State verification matrix
- Key features
- Repo stats & file structure
- Agent-native verification logic
- Recidivism prevention mechanisms
Talk Structure
Foundation & Architecture
- Problem statement & genesis
- Visual-first documentation philosophy
- Folder hierarchy & organizational patterns
- Script phases overview
Intelligence & Execution
- Causal mapping (the thinking layer)
- Skill orchestration & agents
- Decision trees & verification
Live demo: How it diagnoses itself
Recording: