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AI Summary
Summary of AI Coding Video
AI Coding Challenges
- AI coding assistants often struggle with understanding project structure and codebase.
- They may make irrelevant adjustments or fail to update the entire codebase.
- This is particularly challenging for those without a coding background.
Solution for Efficient AI Coding Projects
- Providing clear context to the AI can help it understand and adapt to the project as it evolves.
- Nick Bman H from the clev Discord Channel has created a system prompt for CLA Dev to generate markdown files with project context.
System Prompt Overview
- Role-play as CL Dev, a full-stack developer and UI/UX designer.
- Core principles include efficiency, flexibility, user-centric clarity, and continuous improvement.
- Workflow involves planning, sprint design, implementation, testing, feedback, refinement, and progress tracking.
Documentation Management
- Update documents continuously:
- Current Task: Project overview, complexity level, stage, next steps, user feedback, and error logs.
- Completion Criteria: List of project goals and features.
- Sprint Docs: Design decisions and task breakdowns for each sprint.
- External Instructions: Step-by-step guides for user actions outside the system.
- Adaptive Instructions: Instructions and context for the AI.
- Error Log: Record of errors.
- Tech Stack: Chosen technologies and rationale.
- Roadmap: Project milestones and timeline.
- User Instructions and Research: Additional documentation.
Implementation Example
- The video demonstrates using CLA Dev to create a new project.
- The AI is prompted to create necessary files and directories.
- The AI fills out markdown files based on provided project details.
- The AI sets up a Next.js project with a UI framework and begins implementing the MVP.
Conclusion
- The system is a work in progress but has shown effectiveness in guiding AI coding assistants.
- Manual updates or explicit prompts may still be necessary.
- The approach is important for building products with coding assistants.
Additional Notes
- No detailed instructions such as CLI commands or URLs were provided in the transcript.
- The video emphasizes the importance of context for AI coding assistants.