CCA-F: Claude Certified Architect — Foundations

By Anthropic · Question Mode

QuestionQ5

Context Management & Reliability

Your multi-agent research pipeline crashed after processing 12 of 28 documents. The web-search agent had identified relevant sources, the document analyzer had partly completed extraction, and the synthesizer had started identifying patterns.

You need to resume processing without duplicating work or losing fidelity from earlier findings. Which state-management approach best balances information fidelity and context efficiency when restoring agent state?

Explanation

Structured, durable agent exports retain precise intermediate results, while a coordinator manifest records what was completed and which artifacts belong to each task. On recovery, the coordinator can restore only the relevant state into each agent’s working context, avoiding duplicated processing and the prompt bloat and ambiguity of replaying a complete conversation log.

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