A few days ago I had an idea: what if one LLM could orchestrate other LLMs as agents — not just calling them, but verifying that each agent's output was actually correct before passing it to the next?

I work on NeuralBridge (an open-source self-healing SDK for LLM pipelines), so I decided to build it and test it with two real providers: KIMI (Moonshot) and Agnes AI.

The Core Problem: Failover ≠ Correctover

Most API gateways and LLM routers stop at "HTTP 200" — they retry or switch providers, but they never check if the output is actually correct.

# What everyone else does: