Individual skill

de-production-readiness

Data engineering production readiness — idempotency patterns (INSERT ON CONFLICT, MERGE, partition overwrite), retry strategies (exponential backoff, Airflow retry config), SLA monitoring (Airflow sla_miss_callback, Prometheus PromQL), data freshness checks (Soda freshness, max event_time), structured logging (JSON logs, OpenTelemetry tracing), data reconciliation (row count, checksum, duplicate detection), graceful degradation (circuit breaker, fallback, skip failed partitions), change management (blue/green table swap, schema migration rollback)

skills/de_production_readiness/SKILL.md

Source commit 75f49e7bf30c9908a0921911755abb6cc6c01f7b

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Last checked

Nov 6, 2026

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