Scaling LLM Agents: Distributed Cognition & Multi-Agent Ecosystems- A Practical Guide to Architecting Collaborative, Tool-Driven, and Self-Optimizing AI Systems

Artificial intelligence is entering a new era-one defined not by static models that generate text, but by intelligent agents that retrieve knowledge, reason with context, use tools, collaborate with other agents, and learn from experience. These systems represent a fundamental shift from passive language models to autonomous, adaptive, and scalable cognitive ecosystems.

Scaling LLM Agents: Distributed Cognition & Multi-Agent Ecosystems is a practical and forward-looking guide to building the...