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lambda architecture

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The Lambda architecture running a batch layer and a streaming layer into a serving layer that merges both, set against Kappa's single stream where reprocessing means replaying the log from offset zero, and a table comparing pipelines, goals, reprocessing and trade-offs

Data PlatformDay 85Oct 26, 2026

Two Pipelines, One Truth, Endless Pain

system-design data-platform lambda-architecture

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