January 09, 2026 at 02:17 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Agent-to-agent communication is quickly becoming the backbone of modern AI systems. Instead of building one “all-knowing” assistant, teams are increasingly designing multiple specialized AI agents—each responsible for a slice of the problem—and

January 08, 2026 at 11:28 AM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Modern data pipelines generate an overwhelming volume of logs and events—from batch jobs and streaming consumers to API gateways and orchestration tools. The challenge isn’t collecting observability data anymore. It’s making sense

“How did weekly churn change after the pricing update for SMB customers in EMEA?” The agent then: Interprets the intent (metrics, time range, filters, definitions) Translates that intent into SQL (or Spark SQL) Runs the query against Databricks (typically via SQL Warehouses) Returns results plus a human-readable explanation Optionally creates a chart, a dashboard snippet,