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An engineer reflects on repeatedly building webhook integration systems, detailing the hidden complexity of signature verification, deduplication, buffering, and reconciliation crons, and argues that webhook notifications are not a reliable substitute for a complete ordered data log.
AtomicMemory is an open-source, self-hosted solution for handling mutable AI agent memory, addressing the challenge of updates, deletes, and corrections at write time.