A Formal Hierarchical Architecture for Agentic Orchestration with Stack-Based Execution and Lazy Discovery
This paper provides a mathematical formalization of the orchestration state, detailed algorithmic analysis of the execution loop, and controlled benchmarks comparing flat and hierarchical routing under increasing tool catalogs, multi-step workflow pressure, and visible schema-token exposure per LLM call.