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Things I learned while building, operating, modernizing, and occasionally debugging software that people actually depend on.

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Jun 10, 2025

4 min read

Real Engineering Lessons

Reducing Manual Deployment Work by 70%

I worked on moving a deployment process from checklists and individual machines to CI/CD pipelines. Over time, we reduced the manual work by around 70%.

CI/CDDockerKubernetesDevOpsEngineering Culture

NOTES FROMPRODUCTION.

Reducing Manual Deployment Work by 70%

NOTES FROM
PRODUCTION.