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Jellyfin
Open‑source media server setup, hardware decoding, plugins, and client apps for Jellyfin.
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Why I Stopped Using Docker for Local Development
9+ min ago (961+ words) I used Docker for three years. It was the default for every project, every tutorial, every team I joined. Then one day I spent 45 minutes debugging a Docker networking issue instead of writing code. That was the breaking point. The…...
Raspberry Pi Desktop catches up with Debian 13 after 4-year wait
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Kubernetes Dashboard Is Archived: What Happened and What to Use Instead
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CI vs CD: Passing Tests Is Only Part of Shipping Software
2+ hour, 7+ min ago (329+ words) Your code builds. The tests pass. But releasing it still involves copying files, changing settings, and hoping you remembered every step. That gap is what CI and CD help address. They work together, but they handle different parts of getting…...
What is SystemD on Linux?
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VPU-as-a-Service Platforms
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Every deploy told our autoscaler that traffic had gone up forty times
2+ hour, 20+ min ago (459+ words) For four months every deploy of our search API scaled it from fourteen pods to its maximum of sixty... Tagged with sergeyshinder, observability, prometheus, kubernetes. For four months every deploy of our search API scaled it from fourteen pods to…...
Our deploy script kept every value except the ones the new chart added
2+ hour, 21+ min ago (321+ words) In August a node in our production cluster came under memory pressure and the kubelet evicted every checkout pod on it, while pods of other services on the same node, using more memory, stayed put. Checkout lost a third of…...
How Container Networking Works: From veth to the Bridge
2+ hour, 33+ min ago (1267+ words) Originally published on Code Beneath. A container is not a separate physical machine. It is a Linux process with its own network namespace: its own set of network interfaces, routing table, and firewall rules. The kernel uses namespaces to isolate…...
Developer runs 29MB AI model on Raspberry Pi 5 for smart home automation
2+ hour, 37+ min ago (797+ words) Tinkerers are turning the Raspberry Pi 5 into a surprisingly capable automation hub with Needle 3, a compact AI model built for tool calling rather than conversation. Its small footprint, fast local performance, and ability to connect with services such as Home…...