CCAR-P: Claude Certified Architect — Professional

By Anthropic · Question Mode

QuestionQ37

VerifiedDeveloper Productivity & Operational Enablement

An operations engineer says that a Claude-based pipeline started returning malformed JSON responses after a scheduled maintenance window, resulting in downstream processing failures.

Which two investigative actions most directly isolate the root cause? (Select two.)

Choose two
Explanation

A configuration comparison can reveal whether maintenance altered the system instructions or output-schema requirements that govern JSON formatting. Replaying known-good premaintenance inputs against the current configuration and inspecting the raw Claude response separates malformed model output from failures introduced by downstream parsing. Clear output-format instructions and constraints are important for consistent model formatting behavior.

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