Building Event-Driven Data Agents with BigQuery, Pub/Sub, and ADK

This article describes building event-driven data agents that detect and investigate anomalies using BigQuery, Pub/Sub, and Vertex AI.

• •BigQuery continuous queries detect anomalies natively using SQL.
• •Pub/Sub with Single Message Transforms reformats events using lightweight JavaScript.
• •Vertex AI agents autonomously investigate alerts using custom tools.
• •BigQuery Agent Analytics provides observability into agent performance and costs.

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