<ul data-eligibleForWebStory="false"><li>The shift from apps to agents in production systems comes with challenges related to cost, trust, architecture, regulation, and business models.</li><li>Multi-agent systems consume significantly more tokens than single-agent workflows, affecting the design and cost considerations.</li><li>Real production systems often amplify existing infrastructure with agents rather than building from scratch to ensure reliability and efficiency.</li><li>The focus on vertical, domain-heavy industries with complex needs like finance and compliance proves more successful for agents, highlighting the importance of explainability and audit trails.</li></ul>

There’s an Agent for That? Not So Fast.

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