Why are orchestration, security, and agent evolution important?
Tying together the agent with its tools and brain is the orchestration (prompt assembly, tool dispatch, retry, tracing). Also, the agent should learn and improve. By design, it will become more intelligent through the growing “past remedy” knowledge base. However, even with this information increasing, the agent will occasionally select the wrong tools (or select the right tools but pass them bad arguments). To simplify these tasks, you can use the NVIDIA NeMo Agent Toolkit, part of NVIDIA NeMo. It helps expose the agent as a single endpoint, generate traces that can be evaluated with NeMo Eva