From Dev.to Community
Tech Articles
Curated developer articles, tutorials, and guides — auto-updated hourly
RobJun 16, 2026 • 3 min read
Can You Tell When an LLM API Swaps in a Cheaper Model?
Providers have every reason to serve a smaller or more quantized model under load. I ran the experim...
#localai#llm#inference#verification
1 3
RobJun 18, 2026 • 3 min read
Claude Code and Codex are logging your token usage locally. Here is how to read it.
Claude Code and Codex log detailed token usage to your local disk after every session. Here is what ...
#llm#claude#codex#localai
0 0
Christopher HoebenJun 17, 2026 • 8 min read
How to Build a Private Offline Voice Assistant with Gemma 4 12B: A Complete Local Setup Guide
How to Build a Private Offline Voice Assistant with Gemma 4 12B: A Complete Local Setup...
#gemma4#localai#voiceassistant#offlinellm
0 0
Ken AhrensJun 17, 2026 • 5 min read
Twenty years of Linux, and now I run my own AI
I've been running Linux and Ubuntu for nearly 20 years. I can date it almost exactly, because I stil...
#ai#opensource#localai#applesilicon
9 0
ZyVOP3d ago • 9 min read
Can a $2,000 Mini PC Replace Your AI Cloud Bill?
Cloud AI agents get expensive fast. This guide examines whether a Strix Halo mini PC running local m...
#localai#strixhalo#hermesagent#llamacpp
0 0
Max QuimbyJun 16, 2026 • 4 min read
Run Your Coding Agent on Local Weights: Operator Playbook
Fable 5 got pulled overnight. Here's how to run Qwen 3.6, Gemma 4, and PI on your own GPU — what wor...
#ai#coding#localai#agents
2 0
Yanko Aleksandrov5d ago • 1 min read
Running a local AI agent on an 8GB Jetson Orin Nano (2026)
A practical look at running an always-on AI agent on an 8GB Jetson Orin Nano — what works, what does...
#jetson#openclaw#localai#edgeai
0 0
Jovan ChanJun 16, 2026 • 6 min read
Intel Arc B580 12GB for Local AI in 2026: Real Benchmarks and the CUDA-Free Reality
Intel Arc B580 12GB for Local AI in 2026: Real Benchmarks and the CUDA-Free Reality
#gpu#localai#intelarc#llm
0 0