These frameworks connect specialized, independent software workers into unified systems capable of resolving complex, multi-step workflows. Instead of relying on a single program to handle an entire pipeline, they divide responsibilities across distinct roles—such as drafting, execution, and verification—using automated handoffs to complete projects. When selecting a platform, focus on how reliably it manages shared memory, the flexibility of its communication protocols, and how easily you can trace and debug interactions across the entire network.

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