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DevOps

Projects and articles related to DevOps.

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Apr 11, 2026

Observability Across Five Production Systems

Monitoring, tracing, and instrumentation look different in every system we run. Here is what we actually measure, how we measure it, and what those measurements have caught — across Kubernetes infrastructure, integration pipelines, high-performance APIs, browser automation, and AI agents.

Apr 8, 2026

Portal V4: Bare Metal, Kubernetes, and True Multi-Tenancy

We moved off Vercel onto a 128GB bare-metal server. Each client now gets their own frontend containers, their own Convex backend instance, and their own database backups — orchestrated with Kubernetes and Helm. Here is how we got here and what we learned about owning infrastructure.