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From Lab to Launch: How John Carter Mapped the Data‑Driven Path to Scale Anthropic’s Decoupled Managed Agents

Decoupling the LLM brain from the tool-handling hands can triple throughput, cut compute spend by nearly half, and slash failure rates - transforming managed agents from experimental prototypes into production-grade, cost-efficient services. From Lab to Marketplace: Sam Rivera Chronicles ... Unlocking Scale for Beginners: Building Anthrop... The Spark: Recognizing the Limits