Technical Reference Materials
Latest technical materials by specialty field available for AI Instruction Kit development. Contains best practices for each field from 2024-2025.
📊 Fields Included
🏛️ Legal Engineering
Differences between Legal Tech and Legal Engineering, Agile Legal, Compliance-by-Design, and the fusion of law and technology
- 📅 Research Date: 2025-07-19
- 🎯 Main Topics: 5 areas
- 📚 Implementation Examples: 3 patterns
💻 Software Engineering
Latest software engineering compliant with SWEBOK v4. Integrated approach for sustainable development, accessibility, and AI-assisted development
- 📅 Research Date: 2025-07-19
- 🎯 Main Topics: 6 areas
- 📚 Implementation Examples: 4 patterns
🔀 Parallel and Distributed Computing
Latest parallel processing technologies including GPU/CUDA optimization, quantum computing integration, and edge-cloud coordination
- 📅 Research Date: 2025-07-19
- 🎯 Main Topics: 7 areas
- 📚 Implementation Examples: 4 patterns
🤖 Machine Learning & AI
Best practices for MLOps, Responsible AI, latest algorithms, and production deployment
- 📅 Research Date: 2025-07-19
- 🎯 Main Topics: 8 areas
- 📚 Implementation Examples: 5 patterns
🎯 Use Cases
1. Creating New Expertise Modules
Reference the latest trends and implementation examples in each field to efficiently create high-quality modules.
2. Updating Existing Modules
Use as reference material when updating existing modules to the latest best practices as technology evolves.
3. Understanding Technology Trends
Use as material for understanding technology trends in each field from 2024-2025 to determine future development directions.
📋 Expertise Module Details
For information on how to use and combine each expertise module, see Expertise Module Details.
Main Contents:
- Overview and features of each module
- Module combination examples (5 patterns)
- Variable customization methods
- Best practices
📝 Module Creation Guide
For specific procedures on creating modules using these reference materials, see Module Creation Best Practices.
Main Contents:
- Efficient investigation strategies (parallel investigation approach)
- Quality assurance checklists
- Implementation examples and templates
- Failure examples and learning points
🔄 Updates and Maintenance
Regular Update Schedule
- Quarterly: Technology trend update check
- Annual: Comprehensive review of all materials
- As needed: Response to important technology changes
Contributions
We welcome new field research materials and updates to existing materials. Please refer to the Contribution Guide.
🔍 Search and Filtering
🔍 Search Function (Under Development)
We plan to implement the following features in the future:
- Tag-based search (MLOps, SWEBOK, GPU, Legal Tech, etc.)
- Year filter (2024, 2025)
- Use case filter (module creation, technical research, trend understanding)