A 5-Minute RustFS Stack with Docker Compose
A 5-Minute RustFS Stack with Docker Compose RustFS is an Apache 2.0, S3-compatible object store written in Rust that you can run as a single Docker…
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Starting Over on My Home Server
My old home server worked fine, which is exactly why it was a problem. It was an Ubuntu box that had grown organically over a couple of years. A doz…
Optimizing for the 8GB Barrier: Strategic Model Selection for Local AI
Navigating the 8GB Hardware Landscape in 2026 For most developers, the dream of running a powerful Large Language Model (LLM) at home is not about s…
llama.cpp vs Ollama in 2026: Which Runtime Should You Run?
Ollama and llama.cpp are often compared as if they were rival inference engines. The real choice is between a managed model service and a toolkit yo…
Gitea SSL with Apache as reverse proxy
We want to host a nice and secure container registry - to push docker images there and our kubernetes cluster would pull them from this registry. So…
Announcing the MailKite Server developer API: use the client against your own server
MailKite Server now has a developer API that can replace the hosted API for its core send-and-receive path. The practical result is small: point the…
Audit MiniMax H3 Before It Touches Your Repo: A Free-Server Model Gatekeeper
MiniMax H3 is the hot model in my group chat this week. Should we switch the coding agent to it? I don't answer that. I replace it with a smaller qu…
Nineteen Subdomains, One Allowed IP
One DNS record covers the whole box: *.example.com → 203.0.113.10 . I set it once, and publishing a service has not involved DNS since. I pick a nam…
39,000 Torrents: The Bug My Green Benchmark Never Caught
[Torrent911] Inception.2010.TRUEFRENCH.1080p.BluRay.x264-YIFY That's a real filename. The goal: extract "Inception" and "2010" from it, query the TM…
Podman Quadlet vs Docker Compose for Linux Services
Docker Compose and Podman Quadlet solve overlapping problems but come from different design centers, and choosing between them depends on whether yo…
Self-Hosted vs. SaaS: What Coolify Actually Costs (and Where It Gets Expensive)
Your deploy stack is probably the worst-negotiated subscription in the whole company. Every server migration gets costed to three decimal places, bu…
The 2026 Self-Hoster's Privacy Stack: every tool I actually pay for, configured end-to-end
Originally published on byte-guard.net . TL;DR: A working privacy stack in 2026 is not a single tool. It's seven decisions made in the right order.…
The Open-Model Cost Chart Everyone's Sharing Is API Prices. Here's What Self-Hosting Actually Gets You (Measured)
There's a chart going around: intelligence on the y-axis, cost to run on the x-axis, and a green "most attractive" quadrant in the upper left where…
My complete self-hosting stack: Docker Compose + hardening scripts I use on Hetzner (sharing everything)
Originally written for r/selfhosted on Reddit — sharing here for the dev.to community. After running my self-hosted setup for 2+ years on a single H…
Qwen 3.6 27B and 35B MTP vs Standard on 16GB GPU
I tested Speculative decoding (Multi-Token Prediction, MTP) performance in Qwen 3.6 27B and 35B on an RTX 4080 with 16 GB VRAM. For a broader view o…