The Vision: Architect vs. Workhorse

Developing complex systems with a single LLM often leads to “Context Drift”—where the model loses the thread of the original architecture. By splitting roles between the Web-based ‘Architect’ (Gemini 2.0 Pro/Thinking) and the CLI-based ‘Workhorse’ (Gemini 2.5 Flash), we create a check-and-balance system.

The Architect focuses on the ‘Why’ and the ‘Structure’, while the Workhorse focuses on the ‘Execute’ and ‘Rebuild’. This reduces internal friction and allows for rapid, iterative prototyping without breaking core filesystem logic.