Technical Contributions

Selected articles I’ve written on production LLM systems and infrastructure.

Scoped Access, Managed Secrets, Self-Healing Deploys: Our Move to Kubernetes

A look at migrating infrastructure to Kubernetes, covering scoped access control, managed secrets, and self-healing deployment strategies.

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Deploying a Custom LLM in Production: Four Architectures, Only One Works

A comparison of four architectures for deploying custom LLMs in production, examining why most approaches fall short and what actually works at scale.

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Self-Hosting Rhesis with Docker Compose

A guide to self-hosting the Rhesis LLM evaluation framework using Docker Compose.

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