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Jellyfin
Open‑source media server setup, hardware decoding, plugins, and client apps for Jellyfin.
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Docker vs. Kubernetes: Which Should You Learn First?
18+ min ago (640+ words) This question comes up constantly, and the honest answer is that it's not really a choice between two competing tools — it's a question of sequence. Docker and Kubernetes solve different, related problems, and one is a genuine prerequisite for the…...
Build in the VM, Think on the Mac GPU: Debian 13 on Apple container With a Local Gemma 4
1+ hour, 24+ min ago (1539+ words) This article walks through building a Debian 13 machine under Apple's container CLI on an Apple silicon Mac, and then wiring that machine to a local LLM running on the Mac's own GPU. Getting there has two halves, and the first…...
Giving an AI Agent a Real Sandbox: Filesystem and Network Jail, in Java
1+ hour, 29+ min ago (733+ words) Ask a coding agent to run a build, and you have just handed a language model the ability to cat ~/.ssh/id_rsa. Prompt-level instructions like "do not read sensitive files" are not a security boundary — they are a suggestion to a…...
Use CI Run steps | Continuous Integration | Harness
1+ week, 5+ day ago (1695+ words) This topic describes settings for the CI Run step. You can use a Run step to run commands or scripts in a CI pipeline. Here are some examples of different ways you can use Run steps. This example runs pytest,…...
Harden & Lockdown RKE2 Cluster with a 4-Layer DevSecOps Stack
2+ hour, 25+ min ago (1308+ words) Introduction Before you move furniture into a new house, you install the locks, the... Tagged with kubernetes, security, devsecops, devops....
Building a Production-Style CI/CD Pipeline with Azure DevOps, ACR, Helm, AKS and PostgreSQL
3+ hour ago (1313+ words) Introduction After learning Docker, Kubernetes, Helm, Azure and Azure DevOps separately, I... Tagged with cicd, azure, aks, devops....
Week 13 of #100DaysOfCode: Completing Spring Microservices and Starting JUnit 5
3+ hour, 11+ min ago (875+ words) This week was another challenging but rewarding part of my #100DaysOfCode journey. I started the week by learning about Docker and containerized Microservices, exploring how containers differ from Virtual Machines, how Docker images and containers work, and how Docker helps package…...
`gh attestation verify` said yes to an image we never released
3+ hour, 41+ min ago (1601+ words) Pulling a container image somebody else built asks four separate questions. Most people answer three of them and skip the fourth: The fourth is the one that has no substitute, and it is the one that is almost always skipped....
Ephemora Cell: a capability-based WASM sandbox for untrusted AI code
4+ hour, 23+ min ago (369+ words) AI agents do not only answer questions. They write code, call tools, and load plugins. The hard part is not starting that work. It is what the code is allowed to do once it runs. Permission systems answer “may it…...
[Lab Notes] Kubernetes the Hard Way, For Real This Time (Step 04)
6+ hour 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…...