Exam CCA-F Topic 1 Question 48 Discussion

Actual exam question for Anthropic's CCA-F exam
Question #: 48
Topic #: 1
When building a conversation loop to handle multi-turn tool calling, what is the only reliable signal to determine when Claude has finished requesting tools and the loop should terminate?

Suggested Answer: D Vote an answer

The stop_ reason field is the only deterministic signal for controlling the agentic loop. tool_use execute tools, while end_turn indicates the loop must continue to indicates Claude has finished reasoning and the loop should exit. Parsing natural language is an anti-pattern.

by Winifred at Jul 31, 2026, 07:01 AM

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