What Every AI Agent Builder Needs to Know About State Coordination

After months of building multi-agent AI systems, the biggest lesson: the framework doesn't matter as much as the coordination layer. The Article That Sparked This I recently read @anchildress1 's excellent article " AI Isn't Stupid. Your Setup Is. 🛠️ " and it resonated deeply with challenges I've been solving in production. This article touches on a challenge we've been obsessing over: how to make AI agents work together reliably without custom glue code for every interaction. The Core Problem: