Hello, world

Every engineer I admire keeps some kind of public notebook. This is mine.

I work in the space between writing software and running it: CI/CD pipelines, infrastructure as code, Kubernetes, observability, and — more and more — the tooling that gets machine-learning models into production safely.

What to expect

• Hands-on notes. Things I’ve built or broken, with the config and commands that actually worked.
• Learning in public. Certifications, courses, and books, with honest takeaways.
• Career reflections. How roles in DevOps, platform and MLOps differ, and what I’m learning about each.

Why write at all?

Writing forces clarity. If I can’t explain why a pipeline is shaped the way it is, I probably don’t understand it yet.

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