Cerebras

This post details the application of multi-agent orchestration to the task of cloning website designs into Figma. The author encountered issues with context window limitations, long execution times, and agents not using the correct Figma MCP skills. To address these, the author implemented a sub-agent architecture where each sub-agent is responsible for cloning a single page. This parallelization significantly reduced the time to clone 5 pages to under 5 minutes. The post also discusses prompt engineering for the orchestrator agent and the use of different models for initial setup and execution.