CLAUDE CERTIFIED ARCHITECT – FOUNDATIONS EXAM
================================================================================ CLAUDE CERTIFIED ARCHITECT – FOUNDATIONS EXAM QUESTION DUMP - FYI these questions are from actual exam ================================================================================ TITLE: Returning customers and stale tool results (session design) A customer returns 4 hours after their initial session about the same billing dispute. The previous 32-turn session contains lookup_order results showing "Status: Pending. Expected resolution: 24-48 hours." In testing, when resuming sessions with stale tool results, the agent often references outdated data in responses (for example, saying a refund is still being processed) even after subsequent fresh tool calls return different information. QUESTION: What approach most reliably handles returning customers? OPTIONS: A) Start a new session, inject a structured summary of the previous interaction (issue type, actions taken, resolution status), then mak...