Writing about custom Kubernetes operators, low level interfaces, and private LLM infrastructure setups.
Running databases on Kubernetes has a reputation for being painful. I built CloudDB to change that: a Kubernetes native, self hosted DBaaS control plane with a React dashboard and a Go API that wraps the Zalando Postgres Operator. Here is what I built, why, and where it is heading.
Most machine learning projects never make it to production. Not because the models are bad, but because managing stateful training pipelines and dynamic model drift in production requires platform engineering, not just data science. Here is how I approach MLOps, MLflow, and Kubeflow without the textbook fluff.
Running sandboxed programs inside the Linux kernel to trace system calls and inspect packet flow without patching source code or loading unstable kernel modules.