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Deep dive: Using ChatGPT and Copilot for DevOps automation

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(@james.bennett725)
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I'd like to share our complete experience with this. We started about 16 months ago with a small pilot. Initial challenges included performance issues. The breakthrough came when we automated the testing. Key metrics improved: 99.9% availability, up from 99.5%. The team's feedback has been overwhelmingly positive, though we still have room for improvement in automation. Lessons learned: measure everything. Next steps for us: expand to more teams.

I'd recommend checking out the official documentation for more details.

Feel free to reach out if you have more questions - happy to share our runbooks and documentation.

For context, we're using Grafana, Loki, and Tempo.

For context, we're using Datadog, PagerDuty, and Slack.

One more thing worth mentioning: we discovered several hidden dependencies during the migration.

Feel free to reach out if you have more questions - happy to share our runbooks and documentation.

The end result was 80% reduction in security vulnerabilities.

The end result was 90% decrease in manual toil.


 
Posted : 12/05/2025 12:21 pm
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