Engineering
8 posts under this topic.
K3s on Oracle Cloud Always Free: GitOps Kubernetes (Gateway API + Auto HTTPS)
K3s on Oracle Cloud Always Free: GitOps Kubernetes (Gateway API + Auto HTTPS)
Bare Metal Kubernetes Homelab Setup
A self-hosted bare-metal Kubernetes platform on Ubuntu 24.04 LTS. Combines Ansible for automated node provisioning with ArgoCD for GitOps-based cluster management.
Consolidating Milvus Across AZs
I migrated a Milvus (standalone) deployment from a three-AZ Kubernetes setup (us-east-1a/b/c) to a single dedicated node in us-east-1b. I preserved all vector data, reduced infra to one m6a.xlarge node, consolidated all PVCs to 1b
conda vs poetry vs uv vs pip
Difference between conda vs poetry vs uv vs pip for managing, creating and using environments
Install PyTorch on Apple M1 (M1, Pro, Max) with GPU (Metal)
Install PyTorch on Apple M1 (M1, Pro, Max) with GPU (Metal)
Install TensorFlow on Apple M1 (M1, Pro, Max) with GPU (Metal)
Install TensorFlow on Apple M1 (M1, Pro, Max) with GPU (Metal)
Install Kubeflow on Digital Ocean Managed Kubernetes (with Terraform)
Install Kubeflow on Digital Ocean Managed Kubernetes (with Terraform)
Install JupyterHub on AWS Elastic Kubernetes Service (EKS)
Install JupyterHub on AWS Elastic Kubernetes Service (EKS)