diff --git a/pi/backend/README.md b/pi/backend/README.md
index f6e212c..69d1726 100644
--- a/pi/backend/README.md
+++ b/pi/backend/README.md
@@ -30,6 +30,8 @@ uv run flask --app main run --host 0.0.0.0 --port 5000 --reload
 
 ## API
 
+### HTTP Endpoints
+
 | Endpoint | Description |
 |----------|-------------|
 | `GET /health` | Health check, shows gpsd and Arduino connection status |
@@ -38,6 +40,34 @@ uv run flask --app main run --host 0.0.0.0 --port 5000 --reload
 | `GET /arduino` | Latest Arduino telemetry (voltage, rpm, eng_temp, gear) |
 | `GET /arduino/history` | Last 100 buffered Arduino readings |
 
+### WebSocket Events (socket.io)
+
+Real-time data is pushed over WebSocket. The UI connects once and receives streams.
+
+**Server → Client:**
+
+| Event | Description |
+|-------|-------------|
+| `arduino` | Real-time telemetry (voltage, rpm, roll, pitch, accel, etc.) |
+| `gps` | GPS position updates |
+| `status` | Connection status + `theme_switch` signal from GPIO |
+| `alert` | System alerts |
+| `ack` | Command acknowledgments |
+
+**Client → Server:**
+
+| Event | Description |
+|-------|-------------|
+| `button` | UI button presses (horn, light, indicators, hazard) |
+| `emergency` | Emergency signal |
+
+### Throttling
+
+WebSocket data is rate-limited to prevent flooding:
+
+- **Arduino data**: 20Hz max
+- **GPS data**: 1Hz max
+
 ## Test from SSH
 
 ```bash
diff --git a/pi/ui/lib/README.md b/pi/ui/lib/README.md
index 0a297b9..598ccdc 100644
--- a/pi/ui/lib/README.md
+++ b/pi/ui/lib/README.md
@@ -22,11 +22,29 @@ All services use singleton pattern with `ServiceName.instance`.
 | Service | Role |
 |---------|------|
 | `ConfigService` | Loads `config.json`, exposes settings |
-| `PiIO` | Pi hardware interface (CPU temp, future GPIO) |
+| `WebSocketService` | socket.io client, streams for arduino/gps/connection/debug, auto-reconnect |
+| `PiIO` | Pi hardware interface (CPU temp) |
 | `OverheatMonitor` | Polls temp, fires callback when threshold exceeded |
 | `ThemeService` | Dark/bright mode state, notifies listeners |
 | `TestFlipFlopService` | Debug: toggles theme + navigator emotion every 2s |
 
+## Key Widgets
+
+| Widget | Purpose |
+|--------|---------|
+| `NavigatorWidget` | Animated character with emotion states (images precached at startup) |
+| `AccelGraph` | Real-time accelerometer visualization with gravity compensation |
+| `WhiskeyMark` | Gimbal-style horizon indicator using IMU roll/pitch |
+| `SystemBar` | Top status bar (time, connection, Pi temp) |
+| `StatBox` | Reusable metric display box |
+| `DebugConsole` | Scrolling log overlay for diagnostics |
+
+## Notes
+
+- **Gravity compensation**: Accelerometer display subtracts 1g from Z-axis to show deviation from vertical
+- **Navigator precaching**: All navigator images are loaded during splash screen to prevent frame drops
+- **Theme switching**: Backend sends `theme_switch` via WebSocket status events (triggered by GPIO)
+
 ## Theme System
 
 - `AppColors` — static color constants (dark/bright variants), auto-generated from JSON
diff --git a/pi/ui/lib/widgets/accel_graph.dart b/pi/ui/lib/widgets/accel_graph.dart
index a273614..7872974 100644
--- a/pi/ui/lib/widgets/accel_graph.dart
+++ b/pi/ui/lib/widgets/accel_graph.dart
@@ -151,7 +151,7 @@ class _AccelGraphState extends State<AccelGraph> {
 
             // Label
             Text(
-              'ACCEL',
+              'Acceleration',
               style: TextStyle(
                 fontSize: fontSize * 0.8,
                 fontWeight: FontWeight.w400,
@@ -167,7 +167,9 @@ class _AccelGraphState extends State<AccelGraph> {
 
   String _formatAccel(double? force) {
     if (force == null) return '—°';
-    return '${force.toStringAsFixed(1)}G';
+    return '${
+      force.toStringAsFixed(1) == '-0.0' ? '0.0' : force.toStringAsFixed(1)
+      }G';
   }
 }
 
diff --git a/pi/ui/lib/widgets/whiskey_mark.dart b/pi/ui/lib/widgets/whiskey_mark.dart
index 5f92131..08593ff 100644
--- a/pi/ui/lib/widgets/whiskey_mark.dart
+++ b/pi/ui/lib/widgets/whiskey_mark.dart
@@ -85,7 +85,7 @@ class WhiskeyMark extends StatelessWidget {
 
             // Label
             Text(
-              'ATTITUDE',
+              'Attitude',
               style: TextStyle(
                 fontSize: fontSize * 0.8,
                 fontWeight: FontWeight.w400,
diff --git a/scripts/README.md b/scripts/README.md
index efac2fa..5f58e4b 100644
--- a/scripts/README.md
+++ b/scripts/README.md
@@ -46,6 +46,8 @@ Called automatically by `build.py`. Looks for theme matching `navigator` in `con
 | `pi_setup_backend.sh` | First-time Pi config for backend (uv, gpsd, systemd) |
 | `smartserow-ui.service.sample` | UI systemd unit template |
 | `smartserow-backend.service.sample` | Backend systemd unit template |
+| `smartserow-ui.service` | Production UI systemd unit (gitignored, Pi-specific) |
+| `smartserow-backend.service` | Production backend systemd unit (gitignored, Pi-specific) |
 
 ```bash
 # On the Pi - UI setup