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DevOps Is Not Just Tools: Learning the Tool vs Practising the Job
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DevOps Is Not Just Tools: Learning the Tool vs Practising the Job

Anooptej Thotapalli
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July 19, 2026

Author(s): Anooptej Thotapalli Originally published on Towards AI. Certifications and courses can open the door. Real DevOps growth begins when the tool is connected to practice, architecture, ownership and judgement. I keep speaking with many enthusiasts who want to explore DevOps, Cloud, …

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