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Self-hosting AI does not save money, and I do it anyway
I have had this debate many times, so I am finally writing it down.
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Slowly, then all at once: AI agents that know how a company works
IonQ is the world’s leading vertically integrated, full-stack quantum platform company.
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My declarative multi-machine homelab, explained
I open https://mealie.lab.nijho.lt on my phone to look up a recipe.
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Friend-to-friend ZFS backups, version two
Two years ago I wrote about friend-to-friend backups with TrueNAS.
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zfs-tenant
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pytest-shm
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Exploring the Jev hype in MindRoom
Last week, every AI newsletter I get was full of Jev, a new model from TypeSafe.
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Removing the guardrails and letting my coding agents loose
I have run coding agents in YOLO mode since I started using them in May 2025.
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Frontier-level dictation on your iPhone keyboard, self-hosted
On a recent month-long trip visiting family in Europe, I did a lot of work from my phone, using my mobile coding workflow.
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The last btrfs machine: migrating my PC to ZFS
My GPU machine was the last machine in my fleet still running btrfs.
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Quantum-classical auxiliary field quantum Monte Carlo with matchgate shadows on trapped ion quantum computers
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ZFS Unlock
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Migrating from TrueNAS to NixOS without losing data after the build-system rug pull
TrueNAS was the last non-NixOS machine in my home lab.
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MindRoom: AI agents that live in Matrix and work everywhere 🧠
Table of Contents 1.
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Matrix MCP
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Privata
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Auto-installing extras at runtime so users never have to think about dependencies
Table of Contents 1.
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trueloc
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Parallel agentic coding made trivial with `agent-cli dev`
Table of Contents 1.
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Compose Farm
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SOTA RAG & Memory without the database: Files, Git, and simple folders
Table of Contents 1.
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Wyoming MLX Whisper
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I've gone full Nix: Proxmox to NixOS + Incus
I’ve gone full Nix: Proxmox to NixOS + Incus I have officially decommissioned my Proxmox cluster.
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Automating nightly NixOS builds with a local cache server to avoid local compilation
The CUDA compilation nightmare: how I solved 18-hour builds with NixOS I recently migrated my entire fleet to NixOS (read my full migration story).
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Switching from Ollama to llama-swap + llama.cpp on NixOS: the power user's choice 🦙
Table of Contents The draft I never published The original trigger: broken models The catalyst: dual GPUs and control API compatibility and the “switch” My NixOS setup Compiler flags matter What I gained (and lost) Advantages of llama-swap + llama.cpp The…
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Gemini 3 Pro: First Impressions
I’m a huge fan of agentic coding.
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Using gpt-oss:20b in OpenCode with a larger context and high reasoning
I have hundreds of private journal entries stored locally, many with incorrect date formats.
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Two years on the Glove80: a split ergonomic, programmable keyboard as a programmer ⌨️
Table of Contents Why I switched Split ergonomic keyboards: What makes them different?
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GitHub Backup Sync
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Coding from my phone 📱
I am dictating this post at ten kilometers altitude on a flight home from Mexico, Blink Shell open on my iPhone, while an agentic assistant on my NixOS machine writes an initial draft for this post.
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On agentic coding 🤖
Table of Contents 1.
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Matty
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MindRoom
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How a 3090 turned into two local‑first AI projects 🎮
Table of Contents 1.
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Agent CLI
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gh-download
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Confessions of an asymmetric hypocrite: on Python dependencies
Introduction: The Dependency Dilemma 🤔 I just listened to a podcast “Build software that lasts!”
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Functions over classes? Why I prefer a simpler, functional style in Python 🐍
Over years of building software, from scientific simulation tools like Adaptive and pipefunc to package management packages like unidep, I’ve found myself preferring a certain coding style: using small, focused functions more than large classes with compl…
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Open-sourcing my dotfiles: a practical, cross-platform terminal setup 🏠
Introduction Many of us spend a significant amount of time in the terminal.
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Combining Keychain and 1Password CLI for ssh-agent management
Combining Keychain and 1Password CLI for SSH Agent Management For about a decade, I’ve relied on two key tools in my development workflow: Funtoo Keychain for managing my ssh-agent and 1Password for securely storing secrets.
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Vibe coding worked—until the 15‑hour cleanup
I tried “vibe coding” for 3 hours, my application worked, but then I spent 15 hours fixing it That’s not an exaggeration—it’s really what happened.
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dotbins: managing binary tools in your dotfiles 🧰
In my previous post about terminal productivity, I shared a setup combining tools like zsh, oh-my-zsh, zsh-z, and various plugins to create a highly efficient command-line environment.
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dotbins
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My LLM workflow: local frontends, (mostly) remote models 💻
How I Use LLMs in My Daily Workflow Over the past 1.5 years, I’ve developed a workflow for integrating Large Language Models into my daily life, particularly for open source software development.
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pixi-to-conda-lock
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Interferometric single-shot parity measurement in InAs–Al hybrid devices
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GPL for Python packaging ⚖️
Understanding GPL for Python Packaging Over the last 10 years–since I started working on and with open source projects–the GPL topic has frequently come up with friends and colleagues.
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tuitorial: terminal-based interactive code tutorials 📚
While trying to demonstrate my pipefunc package (a tool for automating computational pipelines), I hit a common presentation problem: how do you effectively walk through code without endless repetition?
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Python environments that stuck: micromamba and uv 🐍
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tuitorial