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  "request": {
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    "messages": [
      {
        "role": "user",
        "content": "Review this fictional payment-webhook policy: every failed POST is retried three times, no idempotency key is stored, and the balance is debited before the response is sent. Identify duplicate-charge risks, propose minimal changes and three acceptance tests. Use only these facts; do not assume access to code, tools or production systems. Return at most 600 words. Separate observed facts, conditional risks, proposed changes and unexecuted acceptance tests."
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  "output": "**Observed Facts**\n- Every failed POST is retried three times.\n- No idempotency key is stored.\n- The balance is debited before the response is sent.\n\n**Conditional Risks**\n- If the debit succeeds but the response fails or is lost, a retry may debit the balance again.\n- If each retry independently performs the debit, one logical payment could produce multiple charges.\n- If retries overlap, concurrent requests could each debit the balance because no stored idempotency record distinguishes the original request from duplicates.\n- The maximum number of duplicate debits is unclear because “retried three times” does not specify whether that means three additional attempts or three attempts total.\n\n**Proposed Changes**\n- Require a unique idempotency key for each logical payment, and reuse that same key on every retry.\n- Persist the idempotency key and payment outcome so repeated POSTs return the previously recorded result without another debit.\n- Make recording the idempotency result and applying the debit atomic: both succeed together, or neither succeeds.\n- Define the retry policy explicitly, including whether “three times” means three retries after the initial attempt.\n- Do not rely on successfully sending the response to determine whether the debit occurred; retries must consult the stored outcome.\n\n**Unexecuted Acceptance Tests**\n1. **Lost response after debit:** Submit a payment, simulate failure after the debit but before the response is received, and retry three times with the same idempotency key. Verify exactly one debit occurs and every retry returns the same recorded outcome.\n2. **Concurrent duplicate requests:** Send multiple simultaneous POSTs with the same idempotency key. Verify exactly one request applies the debit and all requests receive a consistent result.\n3. **Failure before debit:** Simulate a failure before either the debit or idempotency outcome is committed, then retry with the same key. Verify the balance is ultimately debited no more than once and no incomplete record incorrectly reports success.",
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