Dev.to
7/14/2026

We hit an at-least-once delivery trap. Here is how we fixed the race conditions.
Short summary
Duplicate webhooks in an event-driven architecture bypassed application-level checks due to a concurrent race condition across container instances, corrupting database state. The fix implements a two-layer idempotent consumer pattern: Redis SETNX distributed locks as a fast first defense, plus a relational database unique constraint on event hashes as a bulletproof backup within the same transaction. Stress testing confirmed 100% data consistency under 10,000 concurrent duplicate requests per second.
- •Concurrent duplicate events bypassed application-level checks, causing database inconsistency
- •Two-layer fix: Redis SETNX locks (fast path) + DB unique constraints on event hashes (bulletproof backup)
- •Stress tested at 10,000 concurrent duplicates/sec with 100% data consistency and minimal overhead
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