toil, automation, automation, code, as AI, AI coding, risk management, strategy, scale, devops, AI, SaaS, software, AI, DevOps, engineers, in-house development, QAEngineering teams spend nearly 15 hours a week on repetitive DevOps toils that drain productivity. This guide explains how to identify high-impact automation opportunities, apply the 15-minute rule, and build sustainable script-based solutions that eliminate toil and free teams for innovation.

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