CCA-F: Claude Certified Architect — Foundations

By Anthropic · Question Mode

QuestionQ38

Context Management & Reliability

Your agent has invoked lookup_order several times while investigating a customer’s return requests. Each response contains 40+ fields (items, shipping details, payment info, status history). Tool outputs now make up most of the conversation context. The customer mentions two additional orders they want to discuss. What is the most effective approach before performing more lookups?

Explanation

Extracting the return-relevant structured fields—items, purchase date, return window, and status—keeps the factual data needed to evaluate returns while removing irrelevant verbose output from the model’s context. This controls context growth without sacrificing the precision required for the task.

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