Velu Details Multi-Agent Pipeline for Automatically Generating Product Help Centers

The Velu team has built a seven-stage multi-agent pipeline that automatically generates product help centers—complete with text, screenshots, and video—simply by logging into a browser interface. The system delegates routine exploration, frontend data probing, and screenshot capture to lower-cost Haiku models, while reserving Sonnet for planning, concurrent task-based writing, and editorial review. This architecture eliminates single-agent memory overload and exponential cost growth, while ensuring documentation quality and consistent styling through mock-data injection and SKILL.md guidelines.