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Notes from the field on data engineering, AI, and building software that lasts.
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5 July 2026 · 8 min read · Steleios Team
Moving from nightly batches to event-driven architecture is a mindset shift, not just a tooling swap. Kafka vs. Redpanda, late-arriving data, and where Flink earns its complexity.