Shuoqi Li

Beyond Static Endpoints: Tool Programs as an Interface for Flexible Agentic Web Services

In the agentic web era, LLM-based agents increasingly invoke web services as tools, yet most interfaces are still exposed as \emph{static endpoints}. As tasks grow into long-horizon workflows with loops, conditionals, joins, and retries, agents must externalize control flow into stepwise calls and m…