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[ARTICLE · art-37848] src=pub.towardsai.net ↗ pub= topic=ai-agents verified=true sentiment=↑ positive

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

Sakana AI has launched a new API that encapsulates an entire multi-agent system, claiming it outperforms frontier models while eliminating the setup overhead that typically plagues multi-agent orchestration.

read1 min views29 publishedJun 24, 2026

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

source & further reading
pub.towardsai.net — original article Why You Can’t Give an LLM Direct Write-Access to Your EHR GPT-5.6 Quietly Broke Our Prompt Cache. One Message Boundary Fixed It. How to Cut Your AI Agent’s Context Cost With GPT‑6 Prompt Caching
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