Daniel Kelly — Edition-X

Engineering infrastructure that scales.

Senior DevOps & Platform Engineer. I write about the real engineering problems I solve — CI/CD pipelines, cloud architecture, edge devices, and the systems that keep production running.

DevOps Platform Engineering Cloud & SRE CI/CD Edge & Robotics
Daniel Kelly

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06 April 2026 devops

Safe Infrastructure Changes With a Team of One

Throughout this series I’ve been describing a system — self-hosted GitHub Actions runners with custom AMIs, autoscaling, and a Python runtime — without really addressing the elephant in the room. There’s one person managing all...

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