# Sakana AI Wrapped an Entire Multi-Agent System Into One API (And It Beats Frontier Models on…

> Source: <https://pub.towardsai.net/sakana-ai-wrapped-an-entire-multi-agent-system-into-one-api-and-it-beats-frontier-models-on-2fcea1838bb5?source=rss----98111c9905da---4>
> Published: 2026-06-24 14:01:06+00:00

Here is the problem with multi-agent orchestration that nobody talks about enough: the overhead of setting it up almost always outweighs…
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