LLM

LLM

DevOps

+14

Automation Maturity Ladder: From Scripts to Agentic Operations

Feb 20, 2026

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8 min read

Automation Maturity Ladder: From Scripts to Agentic Operations

Scripts → Workflows → Agentic Operations

Matthew Koozer

DevOps

+10

AI-assisted ops: where LLMs actually reduce toil (and where they don't)

Feb 19, 2026

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11 min read

AI-assisted ops: where LLMs actually reduce toil (and where they don't)

A field guide for platform, SRE, and cloud ops teams who want fewer tickets, fewer surprises, and safer automation.

Matthew Koozer