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All issuesVolume 336, Issue 1IT NewsDevOps.com

Context Engineering Is The Key To Unlocking AI Agents In DevOps

DevOps.com, Tuesday, March 3rd, 2026

The transition from experimental AI prototypes to production-grade DevOps agents hinges on one critical discipline that most teams overlook: context engineering.

While organizations rush to deploy large language models for infrastructure automation, the difference between agents that hallucinate and those that reliably execute production workflows lies not in model selection, but in how context is structured, retrieved, and maintained.

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