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All issuesVolume 341, Issue 4IT NewsDevOps.com

Preparing Infrastructure for the Next Phase of Agentic AI

DevOps.com, Monday, August 24th, 2026

Agencies should redesign infrastructure for agentic AI around workflows rather than hardware purchases.

Agentic AI requires agencies to support agent orchestration, networking, and data movement alongside raw compute.

Rather than pursuing rip-and-replace modernization, organizations should map workflows and data dependencies to find where autonomous agents genuinely add value. Observability and telemetry let teams prioritize resources by mission need.

The recommended sequence is to assess existing infrastructure first and invest only where a real capability gap exists.

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