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PlatformDatabricks Blog·July 22, 2026·Li Yu

Simplify AI agent orchestration with Lakebase Postgres

Summary

Lakebase Postgres can serve as a durable, crash-resilient task queue for long-running AI agent workflows without requiring an external broker, cache, or scheduler. This native reference architecture connects Databricks Apps, Lakeflow Jobs, MLflow, and Unity Catalog Volumes into an end-to-end agentic pipeline featuring real-time task and cost tracking via Postgres LISTEN/NOTIFY triggers.

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