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How to scale agentic applications without creating AI sprawl

Databricks Blog · Sep 30, 2026 · Engineering Insights

Scaling agentic applications requires governance to prevent uncontrolled AI sprawl

“Building an agent is getting easier.”

Databricks published guidance on scaling agentic applications while managing the organizational risk of AI sprawl as agent-building tooling matures. The piece addresses a growing engineering concern: as agents become easier to build, enterprises risk deploying them without coordination or oversight. Relevant for teams moving from prototype to production agentic systems.

agentic-ai ai-infrastructure databricks ai-governance scaling

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