How to Connect 20+ AI Agents Without Enterprise Tools

As AI agent systems scale to dozens of autonomous services, inter-agent communication becomes a critical bottleneck. This article challenges the conventional wisdom of using heavyweight message queues by demonstrating a production-grade HTTP + SQLite solution optimized for the unique constraints of AI agents. The real-world patterns and failure modes documented here provide valuable guidance for anyone building distributed agent architectures.