FeaturedAI automation fails not because the AI is bad but because the surrounding system has no structure. The five-step loop behind every AI agent worth building.
- AI
- Development
FeaturedAI automation fails not because the AI is bad but because the surrounding system has no structure. The five-step loop behind every AI agent worth building.

I built BuildBot — 22 courses and 100 runnable lessons — by turning my own resume into a curriculum. The point was never the platform. The point was closing the gap between what I have shipped and what I could teach.

The next interface for your software is not a dashboard you built — it is the AI assistant your client already uses. Why exposing your platform as MCP tools changes how a services business delivers.