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Airbyte ETL Post-mortem Analysis —
Airbyte ETL Post-mortem
Airbyte ELT ETL Post-mortem Pipeline Sync Failure Root Cause Data Quality Schema CDC Connector Alert Prevention Production
| Incident Type | Severity | Common Root Cause | Detection |
|---|---|---|---|
| Sync Failure | P1-P2 | API Rate Limit Credential Expired | Airbyte Alert Email |
| Data Loss | P1 | CDC Misconfigured Incremental Bug | Row Count Check dbt Test |
| Schema Break | P2 | Source Schema Change Unannounced | Sync Error Log |
| Performance Degradation | P3 | Data Volume Spike Worker OOM | Duration Monitor |
| Cost Spike | P3 | Full Refresh Instead Incremental | Cloud Billing Alert |
เคล็ดลับ
- Incremental: ใช้ Incremental Sync เสมอ ลด Cost + Backfill ได้
- dbt Test: ตรวจ Data Quality ทุก Sync Run
- Credential: Auto-rotate Token ทุก 60 วัน
- Blameless: Post-mortem ไม่โทษคน เน้นปรับปรุง Process
- Action Items: ติดตาม Action Items ทุกข้อให้เสร็จ
Airbyte คืออะไร
Open Source ELT ETL 300+ Connectors API Database SaaS CDC Incremental dbt Docker Kubernetes Cloud Self-hosted Schedule Monitor
