Stop Overcomplicating AI Workflows. This Is the Simple Framework

I’ve been working on building an agentic AI workflow system for business use cases and one thing became very clear very quickly. This is not about picking the right LLM. The real complexity starts when you try to chain reasoning, memory, and tool execution across multiple steps. A single agent works fine for s. The moment you