Do AI agents really need their own framework, or is middleware enough?

Most agent frameworks invent graphs, chains, and orchestration layers. But when you break it down — retry, budget caps, memory, logging — each one is just a (ctx, next) function. Same pattern web developers have used for 15 years. Where do you think the middleware model breaks down for agents?