I Built an AI System Where Agents Argue — Then Learn From the Argument

Most AI agent systems come in two flavors: a single autonomous agent looping until it declares victory (AutoGPT), or multiple agents dividing labor on a task (CrewAI). I wanted a third flavor — agents that actually disagree with each other, and a system that gets smarter from those disagreements. This is the story of building Agora, what I borrowed from existing projects, and the one thing that's genuinely new. The problem with "one AI thinks for you" When engineers plan a feature, they don't ju