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AI Summary: Provides a roadmap for pivoting from simple conversational AI to complex, multi-agent orchestration that executes end-to-end business workflows.

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Stop Building Chatbots, Start Building Orchestrators

Rodrigo Almeida

ABSTRACT

The market is flooded with 'wrappers' that add zero value; the true winners of 2026 are building 'Agent Orchestrators.' We dive into the architecture of multi-agent swarms and why the 'Interactions API' is the most important skill for a modern ML engineer. Learn how to move past query-response models and into persistent, stateful agents that actually own business outcomes.

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