Build-an-X for idempotency tests in any async/job/API context - idempotency-key handling (per Stripe / AWS prescriptive guidance pattern), retry-safe semantics (exactly-once vs at-least-once vs at-most-once), side-effect commutativity verification, fingerprint-based dedup, idempotency-window tuning. Use when authoring tests for any system where the same input could be processed twice (SQS Standard at-least-once, RabbitMQ requeue, retry-on-error logic, webhook redelivery, browser double-click, mobile-network retry).
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Deeper patterns referenced from idempotency-test-author's SKILL.md
(Step 4 and Step 6). The core idempotency-key pattern stays in the
main skill file.
Some systems can't add idempotency keys (legacy webhook receivers, existing APIs). For these, make the side effect idempotent with a transaction-id / fingerprint and an atomic upsert.
# NON-idempotent (counter increment):
def credit_account(account_id, amount):
db.execute("UPDATE accounts SET balance = balance + %s WHERE id = %s",
(amount, account_id))
# IDEMPOTENT (use a transaction-id / fingerprint):
def credit_account(account_id, amount, txn_id):
cursor = db.execute(
"INSERT INTO transactions(txn_id, account_id, amount) VALUES (%s, %s, %s) "
"ON CONFLICT (txn_id) DO NOTHING RETURNING id",
(txn_id, account_id, amount)
)
if cursor.rowcount == 0:
return # duplicate; skip
db.execute("UPDATE accounts SET balance = balance + %s WHERE id = %s",
(amount, account_id))Test pattern:
def test_credit_idempotent_via_txn_id():
credit_account(account_id=1, amount=100, txn_id="t-1")
credit_account(account_id=1, amount=100, txn_id="t-1") # duplicate
assert get_balance(1) == 100 # not 200The hardest case: two requests with the same idempotency key arrive simultaneously. Without an atomic store + check, both can pass the "is this duplicate?" check.
def test_concurrent_duplicate_processed_only_once(endpoint, charge_processor):
key = "race-key"
charge = {"amount": 100}
with ThreadPoolExecutor(max_workers=2) as executor:
f1 = executor.submit(endpoint.post_charge, key, charge)
f2 = executor.submit(endpoint.post_charge, key, charge)
r1, r2 = f1.result(), f2.result()
assert r1 == r2
assert charge_processor.execute.call_count == 1 # NOT 2The implementation must use atomic CAS (e.g., a DB unique constraint
on the idempotency_key column with ON CONFLICT DO NOTHING, or
Redis SETNX).