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Why orchestration, not the model, determines whether your AI scales

ID: 9531ec37-7969-5507-b5c5-1d4b2fd7c995

STIX ID: report--9531ec37-7969-5507-b5c5-1d4b2fd7c995

Feed Name: CIO Security

Date Published: 2026-05-29

Date Updated: 2026-05-29

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The author recounts being surprised that the main challenge in building a multi-agent AI system was orchestration—specifically reliable context passing between agents—rather than the models themselves, and explains this flaw forced significant architectural changes to achieve production-ready behavior.

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