pipeline-monitoring
2 posts tagged with "pipeline-monitoring"
pipeline-monitoring Jun 4, 2026
Data Freshness SLAs: Why Your 9 AM Dashboard Shows Stale Data
Your executive dashboard refreshes at 9 AM but shows data from yesterday. A batch job failed silently at 2 AM, and no one monitors pipeline lag. Here is how to define, measure, and enforce data freshness SLAs.
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pipeline-monitoring Jun 2, 2026
Duplicate Records Are Inflating Your Metrics. Here Is How to Find and Fix Them.
Your de-duplication logic is letting 8–15% of duplicates through. Revenue, MAU, and conversion counts are overreported. Here is how to audit and fix dedup at ingestion, storage, and query time.
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