Projects and articles related to Kubernetes.
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Career ladder platform with resume builder and job search automation
Apr 19, 2026
I built an AI evaluation framework from scratch to understand every piece — ground truth datasets, precision/recall harnesses, LLM-as-judge layers, ClickHouse dashboards. Then I migrated it to Langfuse. Here is why, and what I gained.
Apr 7, 2026
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.
