> OCI-hosted, open-source LLM pipeline that automatically reviews Pull-Requests for architectural violations β modularity breaches, cyclic dependencies, pattern drift β before code reaches main.
# 1. Provision VM (4 GB RAM) and open ports 22, 5678, 8000
# 2. Clone & fire-up
git clone https://github.com/asferrasool/shift-left-arch-qa.git
cd shift-left-arch-qa
docker compose up -d
# 3. Import workflow
open http://<VM-IP>:5678 β Settings β Import β choose n8n/workflows/arch-qa.json
# 4. Add GitHub webhook
Repo β Settings β Webhooks β http://<VM-IP>:5678/webhook/github/arch-qa