Architecting Production AI Systems: Local LLM Tool Debugging & Decoupled Swarm Infrastructure

The rapid evolution of LLM orchestrations—from simple single-prompt completions to complex multi-agent swarms—has outpaced traditional debugging and networking patterns. Developing autonomous AI syste