Agent Architecture Evolution: Tool Callers to Ecosystems

The way we build AI agents is changing fast. In three years, the dominant architecture has shifted from "LLM that calls functions" to "persistent autonomous entity" to something that looks increasingly like a biological ecosystem. This isn't a market...