Model prompts itself better than I do, so I built an orchestrator for my orchestrator

cephaloform · x · 2026-09-07

cephaloform shares an agent trick: noticing the model prompts itself better than he does, he built an orchestrator for his orchestrator, dubbed the ambassador, letting the model relay instructions down to the lower-level orchestrator. He says this has made interfacing with the swarm "much more enjoyable."

Core idea: instead of hand-writing intermediate prompts, leverage the model's self-prompting ability with an orchestrator-of-orchestrators layer.

Related event: Developer Builds an "Ambassador" Layer After Finding Models Write Better Prompts(2 posts)→

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