Problems

Parse agent output and route tool calls to the right handler with a fallback for unknown tools.

Select a model from cost, latency, and capability metadata: reject candidates exceeding hard budgets, choose the least expensive model that satisfies quality requirements, and return selection reasoning with estimated spend.