Pods & Pixels

Pods & Pixels

Reconciliation, Audit Trails, and Rebuilds with Change Data Capture (CDC)

Christopher Adamson's avatar
Christopher Adamson
Jan 13, 2026
∙ Paid

Replay and backfill are only part of the story. In production-grade event systems, you need a way to verify that the replayed state matches the expected outcome. Whether you’re rebuilding a search index, rehydrating a data lake, or populating a new microservice’s state store, you must ensure integrity and accuracy.

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