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DevOps & Operations

Build, deployment, CI/CD, configuration, infrastructure topology, and operational runbooks.

  • Deployment Architecture — This document describes how the MAS / Mr. Mentor backend and its two companion frontends are
  • CI/CD Pipelines — This document is the canonical reference for the GitHub Actions CI/CD pipelines that build and deploy the three deployable MAS / Mr. Mentor web services: mr-mentor-backend (Express API), mr-mentor-frontend (Next.js admin/portal), and…
  • Environment & Configuration Reference — This document is the canonical reference for how the mr-mentor-backend service is configured: every environment variable it reads, the three-tier config-resolution model (process env -> runtime SystemConfig table -> build-time feature…
  • Infrastructure Topology — The runtime infrastructure that serves the MAS / Mr. Mentor backend in production and development:
  • Observability, Monitoring & Runbooks — This document is the operations playbook for the Mr. Mentor backend. It maps the

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