Exactly-Once Semantics in Stream Processing March 27, 2026 12 min read Exactly-once ensures each event processes without duplicates or loss. Learn how it works, when you need it, and the true cost of implementation. #data-engineering #exactly-once #stream-processing #kafka #data-integrity