From DevOps to AIOps: How Agentic AI Tamed Our Multi-Substrate Chaos

Source: Dzone.com· Mayank Jain· July 27, 2026
From DevOps to AIOps: How Agentic AI Tamed Our Multi-Substrate Chaos

The Mess We Started With When I took over the team, we had two substrates and a long list of problems that cut across both. On-prem ran on VMware. The core application was vendor-licensed, but over the years the team had layered so much custom code on top of …

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