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Hairizuan Noorazman

Life is too exciting to just keep still!

Practical implementation notes, experiments, and lessons learned from building and operating software.

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Serving Gemma Across Two Nodes with vLLM and LeaderWorkerSet, on CPU

I wanted to try two things at once: Kubernetes’ LeaderWorkerSet (LWS), the API for running a group of pods as one unit, and vLLM’s multi-node serving. The cheapest way to exercise both is not a GPU cluster. It is two small CPU nodes, one small model, and a deliberate decision to split that model across the nodes even though it fits on one.

DOM Caching to Avoid Terminal Re-initialization in Electron

··719 words·4 mins
Worklayer has workspaces, and each workspace has multiple panels including terminals. The naive implementation of switching workspaces would be: destroy the current workspace’s DOM, render the new workspace’s DOM. This works for web panels and file editors which can reload their state from a URL or file path. But terminals are different.

Capturing OAuth Flows Inside an Electron App

··646 words·4 mins
CLI tools like gh auth login, gcloud auth login, and aws sso login all share a pattern: they print a URL or open the system browser for OAuth authentication, wait for the callback, and then continue in the terminal. When running these commands inside Worklayer’s terminal panels, the browser opens externally and the user has to leave the app to complete the flow.

Modern Filesystems: Journaling vs Copy-on-Write, the Kernel Write Path, and Data Correctness

··3861 words·19 mins
When engineers discuss storage and file systems, the conversation often starts and stops with the classics: ext4 on Linux, NTFS on Windows, and perhaps XFS for large database servers. For decades, the dominant answer to filesystem reliability was straightforward: journaling.

The Isolation Boundary of Multikernel Linux Containers

··2348 words·12 mins
The phrase “one kernel per container” sounds like a stronger isolation claim than “one process namespace per container.” In a Multikernel Linux runtime, each child really does have its own kernel, process table, boot ID, CPUs, memory description, and root filesystem. That still does not make it equivalent to a virtual machine.

Running OCI Processes Inside a Multikernel Linux Child

··1541 words·8 mins
In Turning Container Images into Multikernel Linux Roots, I described how an unpacked image becomes a private root for a child kernel. That gets the files into the right place, but files are not yet a running container. Something inside the child still has to interpret the OCI process configuration, establish its safety boundaries, start the executable, and translate later exec, signal, terminal, and wait requests.