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. 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 a