Twenty-four working examples now showcase CUGA, a lightweight harness for building agentic applications. The framework simplifies the transition from static prompts to dynamic, tool-using workflows. It focuses on modularity over complexity. Developers can now deploy specialized agents without the overhead of heavy orchestration frameworks, accelerating the prototyping of autonomous task-oriented tools.