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Data & Reproducibility
FAIR data, notebooks, containers, and repeatable analysis pipelines.
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[Lab Notes] Kubernetes the Hard Way, For Real This Time (Step 04)
30+ min ago (170+ words) Continuing my Kubernetes the Hard Way homelab build on Proxmox. Steps 01-03 are already done, this covers step 04. Before the actual step though, here are some stuff I learned or was thinking about along the way: Anyways, here's Step 04: Generated the…...
How We Cut Our Docker Image Sizes by 80% and Saved $2,000/Month on AWS
1+ hour, 33+ min ago (15+ words) Multi-stage builds, minimal base images, and runtime optimization techniques for C, Java, and Python deployments....
Use host.docker.internal to reach local Ollama from Mule
5+ hour, 52+ min ago (19+ words) Problem The flow failed with a connection refused error when the configuration used... Tagged with mule, ollama, inferenceconnector, docker....
Agones on Kubernetes: Scale Game Servers in 12 Steps
13+ hour, 20+ min ago (1604+ words) This tutorial walks through installing Agones 1.60 on a real Kubernetes cluster, deploying a Fleet of dedicated game servers, wiring up autoscaling so capacity tracks player demand, and allocating servers to matches through the SDK. By the end you’ll have a…...
DietPi 10.7 Adds Support for Containers with Network and ARMv8 VMs
14+ hour, 8+ min ago (309+ words) DietPi 10.7 has been released today as a new stable version of this Linux distribution for single-board computers, adding support for new SBCs, new images, and updates to DietPi-Software. Coming a little over a month after DietPi 10.6, the DietPi 10.7 release introduces…...
Install and Set Up kubectl on Linux
4+ day, 8+ hour ago (887+ words) You must use a kubectl version that is within one minor version difference of your cluster. For example, a v1.37 client can communicate with v1.36, v1.37, and v1.38 control planes. Using the latest compatible version of kubectl helps avoid unforeseen issues. The following methods…...
Docker Launches Fully Rebuilt Virtualization Layer to Boost Performance and Improve Dev Experience
3+ week, 4+ day ago (511+ words) Joe Cassavaugh shares his journey from software engineer to successful solopreneur with a $2M+ indie franchise. He explains how he scaled production to 10 games in 5 years, adopted Unity to boost velocity 4-6x, optimized content pipelines, and leveraged refactoring patterns. He discusses key…...
I built a ReDoS scanner that proves each bug offline — and hands you a verified fix
23+ hour, 21+ min ago (442+ words) A regular-expression denial-of-service bug is a regex whose backtracking engine can be pushed into super-linear (often exponential) time by a short, hand-crafted input. The textbook shape is a quantifier inside a quantifier: The scary part is that these patterns look…...
Running a nested Proxmox homelab and Docker development on the same Windows machine
23+ hour, 16+ min ago (1334+ words) Tags: docker, proxmox, homelab, windows I sat down to start a new project and Docker Desktop wouldn't run. I knew why immediately, because I'd already paid this bill once — in the opposite direction. When I first set up Proxmox nested…...
How I Built an Agentless Self-Hosting Orchestrator with 100+ Tested Stacks & 100% Local AI
1+ day, 1+ hour ago (417+ words) For anyone passionate about digital sovereignty and homelabbing, setting up a private home server on a Single Board Computer (like a Raspberry Pi 5, Orange Pi) or a Proxmox home lab is one of the most rewarding engineering projects. However, anyone…...