Code with LLMs and a Plan
9 months ago
- #LLM Agents
- #Software Development
- #AI Coding
- Working with state-of-the-art coding agents like Claude Code and sharing experiences.
- Key process for coding with LLM agents: create PLAN.md, refine, implement, review, and repeat.
- Benefits of refining PLAN.md: improves requirements and implementation specificity.
- Different tools used for planning: Gemini for large codebases, Claude Desktop for token efficiency.
- Real-world example: transforming ClickFunnels' public API into an MCP server with LLMs.
- Initial prompt refinement led to a detailed PLAN.md for creating MCP server tools.
- Final process involved LLM extending PLAN.md based on existing tested code and prompts.
- Upcoming topics: parallelizing the process and discussions in Rails Builders groups.
- Resources for learning: 'Vibe Coding' book, Babysitting Agents podcast, Claude Code videos.
- Reflection on rapid changes in AI coding since early documented steps in March 2025.