- **Frontend Service** (serving React frontend)
  - Communicates with backend APIs via HTTPS
  - Authenticates users via JWT tokens

- **Messenger**
  - Handles real‑time messaging (WebSocket or long polling)
  - Stores message metadata in Postgres
  - Uses Redis for message caching

- **CDN Service** (user uploaded media)
  - Receives uploads, stores files on object storage
  - Generates signed URLs with built in auth for secure access

- **LLM Service**
  - Exposes language‑model inference API for scripts
  - Runs model in a containerized environment
  - Stores usage logs in Postgres

- **Auth Service** (user authentication & authorization)
  - Validates credentials and issues JWTs
  - Manages refresh tokens and token revocation
  - Persists session state and audit logs in PostgreSQL

- **Script Runner**
  - Executes user or system scripts on demand
  - Isolates execution in sandbox containers
  - Provides access to "Tables" - SQLite files kept in object storage
  - Persists logs to Postgres

- **Redis Cache**
  - Provides distributed caching for session data and messages

- **PostgreSQL Service** (with volumes)
  - Stores relational data: users, messages, media metadata, script logs
  - Uses Docker volume for persistent storage
  - Backed up via scheduled snapshots
```