---
title: "Architecture"
description: "How Fabro's CLI and API modes work under the hood"
---

Fabro provides two interfaces — a CLI for local development and an HTTP API for production use. Both share a common workflow engine.

## Shared engine

At the core of both modes is the `WorkflowRunEngine`. It parses the Graphviz graph, walks nodes, dispatches to handlers (agent, command, human, etc.), selects edges, and checkpoints after each stage. The engine is parameterized by an `Interviewer` trait that controls how human-in-the-loop questions are presented — terminal prompts in CLI mode, HTTP request/response in API mode.

## CLI mode

```bash
fabro run workflow.fabro --goal "Implement the login feature"
```

The CLI parses the workflow, creates the engine with a `ConsoleInterviewer`, and executes synchronously. Events are printed to stderr, progress is shown with terminal indicators, and human-in-the-loop questions are answered via interactive terminal prompts. When the run finishes, the process exits.

CLI mode is ideal for:
- Local development and iteration on workflows
- One-off runs and debugging
- Scripting and CI/CD pipelines

## API mode

```bash
fabro server start
```

`fabro server start` starts an HTTP server, binding to `~/.fabro/fabro.sock` by default (or plain TCP when configured), with persistent run storage. Runs are submitted via the REST API and executed asynchronously. Public HTTPS, when needed, is terminated upstream by a reverse proxy or platform ingress.

### Configuration

The server reads `~/.fabro/settings.toml` for default settings (model, sandbox, variables, authentication). This file is live-reloaded — changes take effect within seconds without restarting the server.

Key server config options:

| Setting | Description |
|---|---|
| `server.listen` | Bind transport: Unix socket or plain TCP listener |
| `server.api.url` / `server.web.url` | External API base URL and the single canonical browser/API origin |
| `server.auth.methods` | Bootstrap auth methods: `dev-token`, `github`, or both |
| `server.scheduler.max_concurrent_runs` | Scheduler concurrency limit (default 5) |
| `[run.*]` | Defaults applied to every run (overridable per-run) |

### Run lifecycle

1. **Submit** — `POST /api/v1/runs` with a Graphviz workflow source. The run is created with status `Queued` and the response returns immediately with the run ID.
2. **Schedule** — A background scheduler promotes queued runs to `Running` in FIFO order, up to the concurrency limit.
3. **Execute** — The engine walks the graph, streaming events to all subscribers.
4. **Complete** — The run transitions to `Completed`, `Failed`, or `Cancelled`.

### Event streaming

The API streams run events via [Server-Sent Events (SSE)](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events). Every significant action — stage starts, LLM calls, tool invocations, edge selections — is emitted as a structured JSON event. The web UI uses this endpoint for real-time run monitoring. Any HTTP client that supports SSE can subscribe. See the [run events endpoint](/api-reference/runs/stream-run-events) in the API reference.

### Human-in-the-loop

In API mode, human-in-the-loop questions are served over HTTP instead of terminal prompts. The engine blocks the current stage until an answer is received, then continues execution. See the [list questions](/api-reference/human-in-the-loop/list-run-questions) and [submit answer](/api-reference/human-in-the-loop/submit-run-answer) API reference pages.

### Authentication

API mode supports two bootstrap auth methods, configurable in `settings.toml`:

- **`dev-token`** — Bearer token access for operators and automation
- **`github`** — GitHub OAuth for browser users, resulting in a session cookie

### Demo mode

Demo mode is per-request: send the `X-Fabro-Demo: 1` HTTP header to get static mock data with authentication disabled. The web UI sends this header automatically when configured with `FABRO_DEMO=1`. This lets you explore the UI without API keys or real workflow execution.

## Web UI

The web UI is a React app (`apps/fabro-web`) that connects to the API server. Start it alongside `fabro server start`:

```bash
fabro server start                 # API on ~/.fabro/fabro.sock by default
cd apps/fabro-web && bun run dev   # rebuilds web assets on change; refresh the browser
```

The UI provides:
- **Run board** — List and monitor all runs
- **Run detail** — Real-time stage progress, event stream, diffs, usage stats
- **Start new run** — Submit a Graphviz workflow from the browser
- **Human-in-the-loop** — Answer agent questions through the web interface
- **Sessions** — Interactive chat interface (coming soon)
- **Insights** — SQL-based analysis across runs via DuckDB

## Comparison

See [Deployment](/administration/deployment) for where the Fabro server runs and the trade-offs between local and self-hosted modes.