Claude CCA-FClaude CCA-FScenario-based
A financial services company is building an AI-powered operations assistant using the Anthropic Claude API. The assistant reviews incoming compliance incidents, gathers missing information from internal tools, and drafts escalation summaries for human analysts. During testing, the engineering team notices a recurring issue: * Claude often identifies missing information correctly. * However, after receiving tool results, the workflow stops prematurely instead of continuing investigation. * Engineers currently make a single API call, execute the returned tool request once, and then immediately display the model's latest response to the analyst. The team wants the assistant to autonomously continue reasoning and tool usage until it either: 1. has enough information to complete the task, or 2. determines human intervention is required. Which approach BEST addresses this problem using agentic loop patterns with the Claude Core API? What should the engineering team implement?

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