Gitea

Every pull request in my home lab now gets an AI code review, and the diff never leaves my network. No seat fees, no hosted model, and every verdict comes from code I can read. How it works: 1. gitleaks blocks secrets at commit time, before anything is pushed. 2. Gitea opens the pull request and hands it to act_runner on the same box. 3. Luddite Scout runs static pre-flight checks (agent instruction files, hidden Unicode, workflows, lockfiles, build scripts) and fails the check on a high finding. 4. coderev reviews the diff. A generator model proposes findings, three skeptic seats try to refute each one, and only the survivors post as a single comment with inline notes. Three Omarchy machines do all of it. The Omarchy Laptop is where I commit. The Omarchy Server runs Gitea, the runner, PostgreSQL, Traefik and LiteLLM. The Omarchy Desktop's RTX 3090 runs Ollama. The model path: coderev calls LiteLLM, and LiteLLM routes to Ollama on the Omarchy Desktop. The main review uses Qwen3-Coder 30B (3.3B active parameters). New today: adding a review:all-models label to a pull request runs coderev once per local model, ten of them, each tagged with the largest context that fits the 24 GB card without spilling to CPU, from 56K to 256K tokens. Each model acts as generator and panel and posts its own comment. The jobs run one after another so only one model is loaded at a time. The lab also runs a coderev build with hidden-Unicode detection, which is an open PR upstream. Bidi controls, tag characters and zero-width marks are found by plain code before any model sees the diff, then escaped on every route to the model, so text a reviewer cannot see never reaches the model unmarked. Across three of my PRs today, the main review posted 10 findings and 9 were wrong. A local 30B model is noisy, so the AI review stays advisory and never blocks a merge. The hard gates are the deterministic ones. Every action is pinned to a commit SHA. Built entirely on open source: Gitea, the forge @giteaio github.com/go-gitea/gitea Gitea runner, the CI gitea.com/gitea/runner coderev, AI review with a refutation panel @btsouth github.com/btsouth/coderev LiteLLM, the model gateway @litellm github.com/BerriAI/litellm Ollama, local inference @ollama github.com/ollama/ollama gitleaks, secret scanning @gitleaks github.com/gitleaks/gitleaks Luddite Scout, static pre-flight github.com/TechLuddite/Luddi… PostgreSQL, Gitea's database github.com/postgres/postgres Traefik, TLS and routing @traefik github.com/traefik/traefik Docker, which runs every service @docker github.com/moby/moby Omarchy, the desktop the whole lab runs on @omarchy github.com/omacom/omarchy Full pipeline, topology and a comparison with GitHub + Copilot, CodeRabbit and GitLab Duo in the image. Also, one special shout-out, to @MichaelGannotti because...infographics! :D