Blog Topic · 10 posts
Engineering.
10 posts under engineering, grouped by year.
2026
3 posts
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Rhumbatron: Many AI Agents on One Codebase
How we built a multi-agent Git platform on Cloudflare Workers, Artifacts, and Durable Objects that detects semantic conflicts, verifies candidate builds in sandboxes, and promotes only passing releases. #ai #ai-agents #software-engineering -
Making Your Site Agent Friendly
A standards-based guide to make a website discoverable, readable, callable, trustworthy, and verifiable by AI agents. #ai #software-engineering #devops -
K3s on Oracle Cloud Always Free: GitOps Kubernetes (Gateway API + Auto HTTPS)
Running a 3-node K3s cluster on Oracle Cloud Always Free with Terraform, Argo CD GitOps, Envoy Gateway (Gateway API), and automated Let’s Encrypt TLS. #kubernetes #devops #oracle-cloud
2025
2 posts
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Bare Metal Kubernetes Homelab Setup
A self-hosted bare-metal Kubernetes platform on Ubuntu 24.04 LTS, provisioned with Ansible and reconciled via ArgoCD GitOps. #devops #kubernetes #software-engineering -
How I Consolidated Milvus Across AZs
Step-by-step runbook for migrating a multi-AZ Milvus deployment onto a single dedicated Kubernetes node without losing a single vector. #aws #devops #kubernetes
2024
1 post
2022
1 post
2021
3 posts
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Install TensorFlow on Apple M1 (M1, Pro, Max) with GPU (Metal)
How to install native arm64 TensorFlow with the tensorflow-metal GPU plugin on Apple M1, M1 Pro, and M1 Max Macs using Miniforge. #getting-started #machine-learning #tensorflow -
Install Kubeflow on Digital Ocean Managed Kubernetes (with Terraform)
A practical guide to provisioning a DigitalOcean Managed Kubernetes cluster with Terraform and deploying Kubeflow 1.2 with doctl, kubectl, and kfctl. #docker #kubernetes #digital-ocean -
Install JupyterHub on AWS Elastic Kubernetes Service (EKS)
Field notes and step-by-step runbook for deploying multi-user, GPU-enabled JupyterHub on AWS EKS using custom Docker images and Zero to JupyterHub. #aws #kubernetes #machine-learning