I made an autonomous harness , mainly for fedora / arch.
My distro is Fedora Silverblue, on which this project was created and mostly tested/used.
I'd appreciate feedback as It's an early stage !
TLDR:
ACE is an auto harness with CI/CD baked in and VPS deploy via ssh . It can write apps / programs autonomously with auto-merge or wait for you to merge. It wraps around Opencode, with possibility to integrate open-design to auto suggest designs / UX .
Main model - overseer is usually a stronger model like at least claude-sonnet.
Rest runs on deepseek-v4-pro for me from Deepseek API.
Idea is there is work on multiple features at once ( 'ace swarm' ) to speed things up or a linear flow ( you decide after setting up and 'ace autorun' )
It uses stuff like GitNexus, Context7, Serena so it knows which feature/ bits / work 's impact and can decide to parallelize, then resolve conflicts . Effectively writing few features at once.
You tell it your idea, all the things like:
- software ideology
- business values
- container or not
- customer/user profile
- stack
- CI/CD
- all things deploy
- many more.
It's MIT licensed.
P.S.
I know It's not a lot so I accept all the constructive criticism.
Posted Jul 6, 2026, 1:21 PM UTC