Exactly-once delivery is impossible across boundaries. Here’s the pattern that actually works: at-least-once delivery with idempotent consumers.

Kafka says exactly-once. Your consumer processed the message twice anyway. Here’s why exactly-once is impossible across system boundaries.

How to make operations safe to retry. Idempotency keys, database patterns, and why retrying non-idempotent operations causes data corruption.