A maker weighs replacing Claude Code with a private local AI setup

The poster mainly uses Claude and Claude Code but wants to move to a fully private local setup. They use AI for personal organization, coding help, boilerplate, small refactoring, and quickly understanding code during hackathons or competitions. They describe a plan to access a home desktop from a Surface Pro 9 using Tailscale, Ollama, and Opencode. They say a similar test with the Gemma 4B model ran okay with little latency.

Key points

  • The poster currently uses Claude and Claude Code for organization and coding help.
  • They want a fully private local setup because AI lab policies keep changing.
  • Their home desktop has 32GB of RAM and a 3070 graphics card.
  • They are considering Tailscale for remote access and Ollama plus Opencode for running models.
  • They tested Gemma 4B in a similar setup and said it had little latency.

Quick term guide

local setup
A way to run AI on your own computer or home machine instead of a cloud service.
boilerplate
Repetitive, standard code that gets reused across projects with little change — often the first task given to junior developers.
refactoring
The process of reorganizing and cleaning up the internal code of a program without changing what it actually does on the outside.
hackathon
A short, intensive event where developers team up to build something from scratch in a day or weekend
Tailscale
A tool that lets you securely access your home devices over the internet, as if they were on the same local network
Solo makers
People who build and launch their own products or services entirely on their own.
graphics card
A component inside a computer that handles displaying images and running game visuals.
remote access
Connecting to and controlling a computer from another place.
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