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#AIOps

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Diagram: an AI agent's actions passing through a policy boundary before reaching production, with destructive actions denied.
9 min
DevOpsAdvanced

Giving an AI Agent Production Access

Autonomy is not one decision. The four levels, the three properties that make an action safe to automate, and why the guardrail cannot live in the prompt.

#SRE#AIOps

Neeraj Jha

212
Diagram: an ML lifecycle from data to train, evaluate, register, deploy and monitor, looping back to retrain on drift.
15 min
DevOpsIntermediate

From DevOps to MLOps and AIOps: What Actually Changes

MLOps and AIOps sound alike and are different jobs. What transfers from DevOps, the one assumption that breaks, and the failure modes worth learning before you need them — with examples.

#MLOps#AIOps#SRE

Neeraj Jha

181