In the early phases of autonomous agent engineering, tool integration relied on hardcoded JSON schemas embedded directly inside static system prompts. An agent was granted access to a fixed array of function definitions during prompt initialization. While functional for simple demonstrations with three to five isolated tools, this static pattern breaks down in enterprise environments […]