Orchestration And Backfills

Overview

Reliable data systems are shaped as much by rerun behavior as by transformation logic. This skill ensures schedules, retries, and backfills are deliberate, safe, and reversible.

When to Use

• adding or changing a scheduled pipeline
• designing retries or failure handling
• introducing a new dependency chain
• reprocessing historical data
• modifying publish windows or cutover behavior

Workflow