Add Vortek hotend rack tracking: per-SN registry with slot mapping confirmed against live MQTT capture, plus a fallback for non-inductive nozzles (e.g. H2C's fixed left nozzle) shown read-only without fabricated identity. New dashboard card hides entirely on printers with no Vortek/nozzle-info data at all.

Schema (migration 0004):
- PrinterMetrics: nozzle_temp_left, nozzle_target_temp_left,
  nozzle_diameter_left, nozzle_type_left (all nullable)
- Filament: ams_unit_id (nullable int), ams_type (AMS/AMS 2 Pro/AMS HT)
- AMS_INFO_TO_TYPE map and AMS_TYPE_CHOICES on models

Parser (mqtt_client.py):
- Decode bit-packed temps from device.extruder.info[] for left/right nozzle
- Emit per-nozzle fields in get_snapshot(); legacy keys mirror right side
- AMS unit type from info code per unit dict

Collector (bambu_collector.py):
- Write left-nozzle fields to PrinterMetrics
- Set ams_unit_id + ams_type on Filament records
- Fix: poll MQTTClient.connected before pushall (not BambuPrinter._connected)
- Add 5s post-pushall wait in --once mode so response arrives before collect

Views: API and dashboard include left-nozzle series; is_dual_nozzle flag
Templates: dual-nozzle cards + chart; AMS-type badge + filter on filament list
Charts: left nozzle temp chart with conditional render
Forms: fix tray_id max=3 → max=15; add ams_unit_id, ams_type fields

.env.example

@@ -20,3 +20,4 @@ BAMBU_PASSWORD=your_password
 # DEBUG=True
 # DJANGO_SECRET_KEY=change-me-to-a-random-string
 # ALLOWED_HOSTS=localhost,127.0.0.1
+# CSRF_TRUSTED_ORIGINS="https://bambu-run.example.com,http://bambu-run.example.com"

.github/workflows/bump-version.yml

@@ -0,0 +1,56 @@
+name: Bump Patch Version on Merge to Main
+
+on:
+  push:
+    branches:
+      - main
+
+jobs:
+  bump-version:
+    runs-on: ubuntu-latest
+    # Skip if this push was itself the version bump commit (prevents infinite loop)
+    if: "!contains(github.event.head_commit.message, '[skip ci]')"
+
+    permissions:
+      contents: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          # Need full git history and ability to push
+          fetch-depth: 0
+          token: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Bump patch version in pyproject.toml
+        id: bump
+        run: |
+          # Read current version
+          CURRENT=$(grep '^version = ' pyproject.toml | sed 's/version = "\(.*\)"/\1/')
+          echo "Current version: $CURRENT"
+
+          # Split into parts and increment patch
+          MAJOR=$(echo $CURRENT | cut -d. -f1)
+          MINOR=$(echo $CURRENT | cut -d. -f2)
+          PATCH=$(echo $CURRENT | cut -d. -f3)
+          NEW_PATCH=$((PATCH + 1))
+          NEW_VERSION="$MAJOR.$MINOR.$NEW_PATCH"
+          echo "New version: $NEW_VERSION"
+
+          # Write back to pyproject.toml
+          sed -i "s/^version = \"$CURRENT\"/version = \"$NEW_VERSION\"/" pyproject.toml
+
+          # Export for later steps
+          echo "new_version=$NEW_VERSION" >> $GITHUB_OUTPUT
+
+      - name: Commit and push bumped version
+        run: |
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+          git add pyproject.toml
+          git commit -m "chore: bump version to ${{ steps.bump.outputs.new_version }} [skip ci]"
+          git push
+      - name: Tag the release
+        run: |
+          git tag "v${{ steps.bump.outputs.new_version }}"
+          git push origin "v${{ steps.bump.outputs.new_version }}"

Dockerfile

@@ -24,7 +24,7 @@ RUN pip install --no-cache-dir bambu-lab-cloud-api --no-deps && \
 
 # Install project and remaining dependencies (pip sees opencv-python already satisfied)
 COPY pyproject.toml .
-RUN pip install --no-cache-dir ".[standalone]"
+RUN pip install --no-cache-dir ".[standalone,mcp]"
 
 # Copy application code
 COPY . .
@@ -40,5 +40,6 @@ RUN python standalone/manage.py collectstatic --noinput 2>/dev/null || true
 COPY docker/supervisord.conf /etc/supervisor/conf.d/supervisord.conf
 
 EXPOSE 8000
+EXPOSE 8808
 
 CMD ["supervisord", "-c", "/etc/supervisor/conf.d/supervisord.conf"]

README.md

@@ -22,151 +22,144 @@ It runs quietly in the background 24/7, capturing every print, filament change,
 
 ## Table of Contents
 
-- [Quick Start: One-Click Docker Setup — Beginner Friendly](#quick-start-one-click-docker-setup--beginner-friendly)
+- [Native Setup (Recommended for Raspberry Pi)](#native-setup-recommended-for-raspberry-pi)
   - [What You'll Need](#what-youll-need)
-  - [Step 1: Connect to Your Raspberry Pi](#step-1-connect-to-your-raspberry-pi)
-  - [Step 2: Install Docker](#step-2-install-docker)
-  - [Step 3: Download and Configure](#step-3-download-and-configure)
-  - [Step 4: Build the Container](#step-4-build-the-container)
-  - [Step 5: First-Time Authentication](#step-5-first-time-authentication)
-  - [Step 6: Start Bambu-Run and Create Your Login](#step-6-start-bambu-run-and-create-your-login)
-  - [Step 7: Open the Dashboard](#step-7-open-the-dashboard)
-  - [Troubleshooting](#troubleshooting)
+  - [Clone and run setup.sh](#clone-and-run-setupsh)
+  - [Managing Bambu-Run](#managing-bambu-run)
+  - [Troubleshooting (Native)](#troubleshooting-native)
+- [Docker Setup](#docker-setup)
 - [Batch Importing Filament Colors and Filament Types](#batch-importing-filament-colors-and-filament-types)
 
 ---
 
-## Quick Start: One-Click Docker Setup — Beginner Friendly
+## Native Setup (Recommended for Raspberry Pi)
 
-Get Bambu-Run running on a **Raspberry Pi** in minutes. No prior server experience needed.
+No Docker required. Works on any Raspberry Pi (including 32-bit Pi Model B) running Raspberry Pi OS with Python 3.10+.
 
 ### What You'll Need
 
-- A Raspberry Pi (3B+, 4, or 5) running Raspberry Pi OS 64-bit, with a 32 GB+ MicroSD card, connected to your network
-- Your Bambu Lab printer on the **same local network**
-- Your Bambu Lab account **email and password**
-- A computer to SSH into the Pi
+- Raspberry Pi on your local network (Python 3.10+)
+- Bambu Lab printer
+- Bambu Lab account **email and password**
 
-### Step 1: Connect to Your Raspberry Pi
-
-From your computer, open a terminal (Mac/Linux) or PowerShell (Windows):
+### Clone and run setup.sh
 
 ```bash
-ssh pi@raspberrypi.local
+git clone https://github.com/RunLit/Bambu-Run.git
+cd Bambu-Run
+bash setup.sh
 ```
 
-> Can't connect? Use your Pi's IP address (find it in your router's admin page). Default password: `raspberry`
+That's it! The script handles everything interactively, just answer the prompts. When it finishes, open `http://<ip>` from any device on same network.
 
-### Step 2: Install Docker
+The script is safe to re-run at any time.
 
+---
+
+**What the script does**:
+
+- **Dependencies**: creates a Python virtual environment, installs all packages
+- **Credentials**: prompts for your **BambuLab Cloud account** email, password, and timezone; auto-generates a `DJANGO_SECRET_KEY`; writes `.env`
+- **Bambu Cloud auth**: runs `bambu_collector --once`; 
+  - Bambu Lab will send a 6-digit code to your email; check you email box and enter it when prompted; 
+  - the resulting token is saved to `.env` automatically; future restarts skip this step
+- **Dashboard login**: runs `createsuperuser`; choose a username and password for Bambu-Run web UI log in
+- **Services**: installs and starts two systemd services (`bambu-run-web` and `bambu-run-collector`), enables linger so they auto-start on boot
+- **Port 80**: sets an `iptables` redirect (80 to 8000) so you can reach the dashboard at a plain `http://<pi-ip>` with no port number; persisted via `iptables-persistent` across reboots. 
+
+---
+
+### Managing Bambu-Run
+
+All commands manage Bambu-Run encapsulated in `./native/bambu-run.sh`. Alternatively, you can do it yourself with systemctl commands.
 ```bash
-curl -fsSL https://get.docker.com | sudo sh
-sudo usermod -aG docker $USER
+./native/bambu-run.sh status    # service status
+./native/bambu-run.sh logs      # tail live logs (Ctrl+C to stop)
+./native/bambu-run.sh restart   # restart both services
+./native/bambu-run.sh stop      # stop everything
+./native/bambu-run.sh update    # git pull + pip install + migrate + restart
 ```
 
-Log out and back in for the change to take effect, then verify:
+### Troubleshooting (Native)
 
+**Services die when SSH disconnects:** `sudo loginctl enable-linger $USER`
+
+**Services not starting:** `./native/bambu-run.sh status` and `./native/bambu-run.sh logs`
+
+**Auth errors / token expired:** Remove `BAMBU_TOKEN` from `.env` and re-run `bash setup.sh`
+
+**Uninstall:**
 ```bash
-exit
+systemctl --user disable --now bambu-run-web bambu-run-collector
+rm ~/.config/systemd/user/bambu-run-{web,collector}.service
+systemctl --user daemon-reload
 ```
 
+**Wipe everything and start over:**
 ```bash
-ssh pi@raspberrypi.local
-docker --version   # should show Docker version 27.x.x
+# Stop and remove services
+systemctl --user stop bambu-run-web bambu-run-collector
+systemctl --user disable bambu-run-web bambu-run-collector
+rm ~/.config/systemd/user/bambu-run-{web,collector}.service
+systemctl --user daemon-reload
+
+# Remove port redirect (replace 80 with whatever port you chose during setup)
+sudo iptables -t nat -D PREROUTING -p tcp --dport 80 -j REDIRECT --to-port 8000 2>/dev/null || true
+sudo iptables -t nat -D OUTPUT -o lo -p tcp --dport 80 -j REDIRECT --to-port 8000 2>/dev/null || true
+sudo netfilter-persistent save 2>/dev/null || true
+
+# Delete repo — wipes venv, database, and .env
+cd ~
+rm -rf ~/Bambu-Run
+
+# Re-clone and run setup from scratch
+git clone https://github.com/RunLit/Bambu-Run.git
+cd Bambu-Run
+bash setup.sh
 ```
 
-> Installation issues? See: https://docs.docker.com/engine/install/raspberry-pi-os/
+---
 
-### Step 3: Download and Configure
+## Docker Setup
+
+Requires Docker and Docker Compose installed. Assumes you already know how to get there.
+
+**Clone and configure:**
 
 ```bash
 git clone https://github.com/RunLit/Bambu-Run.git
 cd Bambu-Run
 cp .env.example .env
-nano .env
+# Edit .env: set BAMBU_USERNAME, BAMBU_PASSWORD, TIMEZONE
 ```
 
-Fill in your Bambu Lab credentials:
-
-```
-BAMBU_USERNAME=your_email@example.com
-BAMBU_PASSWORD=your_password
-TIMEZONE=Australia/Melbourne   # optional — find yours at https://en.wikipedia.org/wiki/List_of_tz_database_time_zones
-```
-
-Save: `Ctrl + X`, `Y`, `Enter`
-
-### Step 4: Build the Container
+**First-time auth** (Bambu Lab sends a 6-digit verification code to your email):
 
 ```bash
 docker compose build
-```
-
-This takes a few minutes the first time — it downloads all required software.
-
-### Step 5: First-Time Authentication
-
-Bambu Lab requires email verification on first login. Run these two commands:
-
-```bash
 docker compose run --rm bambu-run python standalone/manage.py migrate --noinput
 docker compose run --rm bambu-run python standalone/manage.py bambu_collector --once
+# Paste the printed token into .env as BAMBU_TOKEN=...
 ```
 
-When prompted, enter the 6-digit code sent to your email. On success you'll see a token printed — copy it and add it to your `.env`:
-
-```bash
-nano .env
-```
-
-```
-BAMBU_TOKEN=eyJhbGciOiJIUzI1N...paste_full_token_here
-```
-
-> Saving the token lets future restarts skip re-verification automatically.
-
-### Step 6: Start Bambu-Run and Create Your Login
+**Start and create your dashboard login:**
 
 ```bash
 docker compose up -d
 docker compose exec bambu-run python standalone/manage.py createsuperuser
 ```
 
-Choose a username and password — this is your dashboard login.
+Dashboard is at `http://<host-ip>:8000`.
 
-### Step 7: Open the Dashboard
+**Common operations:**
 
-On any device on your network, open a browser and go to:
-
-```
-http://raspberrypi.local:8000
-```
-
-> If that doesn't work, use your Pi's IP: `http://<pi-ip-address>:8000`
-
-Log in with the account you just created. Your printer dashboard should be live.
-
-### Troubleshooting
-
-**No data / cannot connect to printer:** Make sure the printer is on and on the same network. Check logs: `docker compose logs -f`. If you see auth errors, re-run Step 5 to get a fresh token.
-
-**401 Unauthorized / verification loop:** Remove `BAMBU_TOKEN` from `.env` and re-run Step 5.
-
-**Docker daemon error:** Log out and back in after Step 2 — the group change requires a new session.
-
-**Dashboard not loading:** Run `docker compose ps` to confirm the service is `Up`, then try the Pi's IP address directly.
-
-**Update Bambu-Run:**
 ```bash
-cd ~/Bambu-Run && git pull && docker compose up -d --build
+docker compose logs -f                          # live logs
+docker compose down                             # stop (data preserved in volume)
+git pull && docker compose up -d --build        # update
 ```
 
-**Stop Bambu-Run:**
-```bash
-docker compose down
-```
-
-Your data is preserved in a Docker volume and will be there when you start it again.
+**Troubleshooting:** Auth errors → remove `BAMBU_TOKEN` from `.env` and re-run the auth step. No data → check `docker compose logs -f` for MQTT connection errors.
 
 ---
 

bambu_run/admin.py

@@ -1,5 +1,5 @@
 from django.contrib import admin
-from .models import Printer, PrinterMetrics, Filament, FilamentType, FilamentSnapshot, PrintJob, FilamentUsage
+from .models import Printer, PrinterMetrics, Filament, FilamentType, FilamentSnapshot, PrintJob, FilamentUsage, BambuCloudTask, Hotend, HotendSnapshot
 
 
 @admin.register(Printer)
@@ -105,3 +105,36 @@ class FilamentUsageAdmin(admin.ModelAdmin):
     list_display = ('print_job', 'filament', 'tray_id', 'consumed_percent', 'consumed_grams', 'is_primary')
     list_filter = ('is_primary', 'tray_id')
     readonly_fields = ('consumed_percent', 'consumed_grams')
+
+
+@admin.register(Hotend)
+class HotendAdmin(admin.ModelAdmin):
+    list_display = ('printer', 'serial_number', 'nozzle_type', 'is_toolhead', 'slot_number', 'used_time_seconds', 'wear_percent', 'last_seen_at')
+    list_filter = ('printer', 'is_toolhead', 'nozzle_type')
+    search_fields = ('serial_number',)
+    readonly_fields = ('last_seen_at', 'created_at')
+
+
+@admin.register(HotendSnapshot)
+class HotendSnapshotAdmin(admin.ModelAdmin):
+    list_display = ('printer_metric', 'hotend', 'raw_id', 'used_time_seconds', 'wear_percent', 'timestamp')
+    list_filter = ('hotend',)
+    readonly_fields = ('printer_metric', 'hotend', 'raw_id', 'used_time_seconds', 'wear_percent', 'stat', 'timestamp')
+
+
+@admin.register(BambuCloudTask)
+class BambuCloudTaskAdmin(admin.ModelAdmin):
+    list_display = ('task_id', 'design_title', 'plate_title', 'device_serial', 'cloud_status', 'weight_grams', 'cloud_start_time', 'synced_at')
+    list_filter = ('cloud_status', 'use_ams', 'bed_type')
+    search_fields = ('design_title', 'plate_title', 'device_serial', 'task_id')
+    readonly_fields = ('task_id', 'synced_at', 'raw_data')
+    date_hierarchy = 'cloud_start_time'
+
+    fieldsets = (
+        ('Identity', {'fields': ('task_id', 'design_id', 'design_title', 'plate_title', 'model_id', 'profile_id', 'plate_index')}),
+        ('Device & Print', {'fields': ('device_serial', 'cloud_status', 'bed_type', 'use_ams', 'print_mode')}),
+        ('Filament', {'fields': ('weight_grams', 'length_mm', 'ams_detail_mapping')}),
+        ('Times', {'fields': ('cloud_start_time', 'cloud_end_time', 'cost_time_seconds', 'synced_at')}),
+        ('Media', {'fields': ('cover_url',)}),
+        ('Raw', {'fields': ('raw_data',), 'classes': ('collapse',)}),
+    )

bambu_run/bambu_cloud.py

@@ -0,0 +1,121 @@
+"""
+Thin wrapper around the Bambu Cloud HTTP API using verified endpoints only.
+
+Uses BambuClient as the transport (auth headers, base URL) but bypasses
+the package's named methods, which contain guessed/unverified endpoints.
+
+All functions take a BambuClient instance as first argument.
+"""
+
+import logging
+from datetime import timezone as dt_timezone
+
+logger = logging.getLogger(__name__)
+
+
+# ---------------------------------------------------------------------------
+# Verified HTTP wrappers
+# ---------------------------------------------------------------------------
+
+def get_tasks(client, limit=20, offset=0):
+    """Fetch recent cloud tasks. Returns the raw response dict."""
+    return client.get('v1/user-service/my/tasks', params={'limit': limit, 'offset': offset})
+
+
+def get_profile(client):
+    """Fetch the authenticated user's profile."""
+    return client.get('v1/user-service/my/profile')
+
+
+# ---------------------------------------------------------------------------
+# Upsert helpers
+# ---------------------------------------------------------------------------
+
+def _parse_cloud_dt(value):
+    """Parse an ISO-8601 string like '2026-03-28T12:38:29Z' to aware datetime."""
+    if not value:
+        return None
+    from django.utils.dateparse import parse_datetime
+    from django.utils import timezone
+    dt = parse_datetime(value)
+    if dt and dt.tzinfo is None:
+        dt = dt.replace(tzinfo=dt_timezone.utc)
+    return dt
+
+
+def upsert_cloud_task(task_dict):
+    """
+    Parse one task dict from the cloud API and upsert into BambuCloudTask.
+
+    Returns the (BambuCloudTask instance, created bool) tuple.
+    """
+    from .models import BambuCloudTask
+
+    task_id = task_dict.get('id')
+    if not task_id:
+        raise ValueError("task_dict has no 'id' field")
+
+    defaults = {
+        'design_id': task_dict.get('designId') or None,
+        'design_title': task_dict.get('designTitle') or '',
+        'plate_title': task_dict.get('title') or '',
+        'model_id': task_dict.get('modelId') or '',
+        'profile_id': task_dict.get('profileId') or None,
+        'plate_index': task_dict.get('plateIndex'),
+        'device_serial': task_dict.get('deviceId') or '',
+        'cover_url': task_dict.get('cover') or '',
+        'weight_grams': task_dict.get('weight'),
+        'length_mm': task_dict.get('length'),
+        'cost_time_seconds': task_dict.get('costTime'),
+        'cloud_status': task_dict.get('status'),
+        'bed_type': task_dict.get('bedType') or '',
+        'use_ams': bool(task_dict.get('useAms', True)),
+        'print_mode': task_dict.get('mode') or '',
+        'ams_detail_mapping': task_dict.get('amsDetailMapping') or [],
+        'cloud_start_time': _parse_cloud_dt(task_dict.get('startTime')),
+        'cloud_end_time': _parse_cloud_dt(task_dict.get('endTime')),
+        'raw_data': task_dict,
+    }
+
+    return BambuCloudTask.objects.update_or_create(task_id=task_id, defaults=defaults)
+
+
+def fetch_and_upsert_task(client, print_job):
+    """
+    Called by bambu_collector at print finalization.
+
+    Fetches recent tasks from cloud, finds the one matching print_job.cloud_task_id_raw,
+    upserts BambuCloudTask, and wires up the FK on print_job.
+
+    Non-fatal: all errors are logged as warnings only.
+    """
+    if not print_job.cloud_task_id_raw:
+        logger.debug(f"Job #{print_job.id} has no cloud_task_id_raw — skipping cloud sync")
+        return
+
+    try:
+        response = get_tasks(client, limit=20)
+        hits = response.get('hits', response.get('tasks', []))
+    except Exception as e:
+        logger.warning(f"Cloud tasks fetch failed for job #{print_job.id}: {e}")
+        return
+
+    target = next((t for t in hits if t.get('id') == print_job.cloud_task_id_raw), None)
+    if not target:
+        logger.warning(
+            f"Job #{print_job.id}: cloud task {print_job.cloud_task_id_raw} "
+            f"not found in last {len(hits)} tasks from API"
+        )
+        return
+
+    try:
+        cloud_task, created = upsert_cloud_task(target)
+        print_job.cloud_task = cloud_task
+        print_job.save(update_fields=['cloud_task'])
+        action = 'created' if created else 'updated'
+        logger.info(
+            f"Job #{print_job.id}: cloud task {print_job.cloud_task_id_raw} {action} "
+            f"— design_title={cloud_task.design_title!r}"
+        )
+    except Exception as e:
+        logger.warning(f"Cloud task upsert failed for job #{print_job.id}: {e}")

bambu_run/conf.py

@@ -51,5 +51,35 @@ class _Settings:
     def AUTO_CREATE_BRAND(self):
         return get_setting("BAMBU_RUN_AUTO_CREATE_BRAND", "Bambu Lab")
 
+    # MCP Server settings
+    @property
+    def MCP_API_KEY(self):
+        return get_setting("BAMBU_RUN_MCP_API_KEY", None)
+
+    @property
+    def MCP_HOST(self):
+        return get_setting("BAMBU_RUN_MCP_HOST", "0.0.0.0")
+
+    @property
+    def MCP_PORT(self):
+        return get_setting("BAMBU_RUN_MCP_PORT", 8808)
+
+    @property
+    def MCP_AUTH_BACKEND(self):
+        return get_setting("BAMBU_RUN_MCP_AUTH_BACKEND", None)
+
+    @property
+    def MCP_HIDE_SENSITIVE(self):
+        return get_setting("BAMBU_RUN_MCP_HIDE_SENSITIVE", False)
+
+    # Cloud sync settings
+    @property
+    def CLOUD_SYNC_ENABLED(self):
+        return get_setting("BAMBU_RUN_CLOUD_SYNC_ENABLED", True)
+
+    @property
+    def CLOUD_SYNC_DAYS(self):
+        return get_setting("BAMBU_RUN_CLOUD_SYNC_DAYS", 30)
+
 
 app_settings = _Settings()

bambu_run/diagnostics.py

@@ -0,0 +1,78 @@
+"""
+Pure helpers for the `bambu_diagnose` management command.
+
+Kept separate from the command itself (and free of Django/network imports)
+so the report-building and redaction logic can be unit-tested without
+talking to the real Bambu Lab cloud or MQTT broker.
+"""
+
+from datetime import datetime, timezone
+from typing import Any, Dict, List, Optional
+
+# Keys whose values are always replaced outright, regardless of nesting depth.
+_SECRET_KEY_SUBSTRINGS = ("password", "token", "secret", "access_code", "authorization")
+
+# Keys that identify a specific physical device/spool/account — not secret,
+# but identifying, so they're partially masked by default before anything
+# gets pasted into a public GitHub issue.
+_IDENTIFIER_KEYS = {"dev_id", "device_id", "serial_number", "tray_uuid", "tag_uid", "uid"}
+
+
+def _mask_identifier(value: Any) -> Any:
+    if not isinstance(value, str) or len(value) <= 8:
+        return "***"
+    return f"{value[:4]}...{value[-4:]}"
+
+
+def redact_diagnostics(data: Any, redact: bool = True) -> Any:
+    """Recursively redact secrets and mask identifiers in a diagnostics payload.
+
+    `redact=False` returns the data unchanged — only for the reporter's own
+    local debugging, never for anything posted publicly.
+    """
+    if not redact:
+        return data
+    return _redact(data)
+
+
+def _redact(obj: Any) -> Any:
+    if isinstance(obj, dict):
+        result = {}
+        for key, value in obj.items():
+            lowered = key.lower()
+            if any(secret in lowered for secret in _SECRET_KEY_SUBSTRINGS):
+                result[key] = "***REDACTED***"
+            elif lowered in _IDENTIFIER_KEYS:
+                result[key] = _mask_identifier(value)
+            else:
+                result[key] = _redact(value)
+        return result
+    if isinstance(obj, list):
+        return [_redact(item) for item in obj]
+    return obj
+
+
+def build_diagnostics_report(
+    devices: List[Dict[str, Any]],
+    raw_payloads: Dict[str, Optional[Dict[str, Any]]],
+) -> Dict[str, Any]:
+    """Assemble the (pre-redaction) diagnostics report from discovered devices
+    and whatever raw MQTT payload was captured for each during the listen window.
+    """
+    device_entries = []
+    for device in devices:
+        dev_id = device.get("dev_id")
+        payload = raw_payloads.get(dev_id)
+        entry = {
+            "device_info": device,
+            "raw_mqtt_payload": payload,
+        }
+        if payload is None:
+            entry["note"] = "No MQTT data received within the listen window."
+        device_entries.append(entry)
+
+    return {
+        "generated_at": datetime.now(timezone.utc).isoformat(),
+        "device_count": len(devices),
+        "devices": device_entries,
+    }

bambu_run/forms.py

@@ -52,10 +52,10 @@ class FilamentForm(forms.ModelForm):
         model = Filament
         fields = [
             'tray_uuid', 'tag_uid', 'tag_id', 'created_by',
-            'filament_type', 'type', 'sub_type', 'brand', 'color', 'color_hex',
+            'filament_type', 'type', 'sub_type', 'brand', 'color', 'color_hex', 'is_transparent',
             'diameter', 'initial_weight_grams',
             'remaining_percent', 'remaining_weight_grams',
-            'is_loaded_in_ams', 'current_tray_id',
+            'is_loaded_in_ams', 'current_tray_id', 'ams_unit_id', 'ams_type',
             'purchase_date', 'purchase_price', 'supplier', 'notes'
         ]
         widgets = {
@@ -71,10 +71,10 @@ class FilamentForm(forms.ModelForm):
             }),
             'tag_id': forms.TextInput(attrs={'class': 'form-control', 'placeholder': 'Optional - User-defined ID'}),
             'created_by': forms.Select(attrs={'class': 'form-select'}),
-            'filament_type': forms.Select(attrs={'class': 'form-select'}),
-            'type': forms.HiddenInput(),
-            'sub_type': forms.HiddenInput(),
-            'brand': forms.HiddenInput(),
+            'filament_type': forms.Select(attrs={'class': 'form-select', 'id': 'id_filament_type'}),
+            'type': forms.TextInput(attrs={'class': 'form-control', 'placeholder': 'e.g., PLA, PETG, ABS'}),
+            'sub_type': forms.TextInput(attrs={'class': 'form-control', 'placeholder': 'e.g., PLA Basic (optional)'}),
+            'brand': forms.TextInput(attrs={'class': 'form-control', 'placeholder': 'e.g., Bambu Lab'}),
             'color': forms.Select(attrs={'class': 'form-select', 'id': 'id_color'}),
             'color_hex': forms.TextInput(attrs={
                 'class': 'form-control',
@@ -85,8 +85,17 @@ class FilamentForm(forms.ModelForm):
             'initial_weight_grams': forms.NumberInput(attrs={'class': 'form-control', 'placeholder': '1000'}),
             'remaining_percent': forms.NumberInput(attrs={'class': 'form-control', 'min': '0', 'max': '100'}),
             'remaining_weight_grams': forms.NumberInput(attrs={'class': 'form-control', 'readonly': 'readonly'}),
+            'is_transparent': forms.CheckboxInput(attrs={'class': 'form-check-input', 'id': 'id_is_transparent'}),
             'is_loaded_in_ams': forms.CheckboxInput(attrs={'class': 'form-check-input'}),
-            'current_tray_id': forms.NumberInput(attrs={'class': 'form-control', 'min': '0', 'max': '3'}),
+            'current_tray_id': forms.NumberInput(attrs={
+                'class': 'form-control', 'min': '0', 'max': '15',
+                'placeholder': '0–3 for AMS / AMS 2 Pro, 0 for AMS HT',
+            }),
+            'ams_unit_id': forms.NumberInput(attrs={
+                'class': 'form-control', 'min': '0', 'max': '255',
+                'placeholder': 'AMS unit id (0,1,… or 128 for AMS HT)',
+            }),
+            'ams_type': forms.Select(attrs={'class': 'form-select'}),
             'purchase_date': forms.DateInput(attrs={'class': 'form-control', 'type': 'date'}),
             'purchase_price': forms.NumberInput(attrs={'class': 'form-control', 'step': '0.01'}),
             'supplier': forms.TextInput(attrs={'class': 'form-control'}),
@@ -105,6 +114,8 @@ class FilamentForm(forms.ModelForm):
         self.fields['type'].required = False
         self.fields['sub_type'].required = False
         self.fields['brand'].required = False
+        self.fields['ams_unit_id'].required = False
+        self.fields['ams_type'].required = False
 
         self._populate_color_choices()
 

bambu_run/management/commands/bambu_collector.py

@@ -13,8 +13,9 @@ import logging
 import os
 import ssl
 import time
+from dataclasses import dataclass, field
 from decimal import Decimal
-from typing import Optional
+from typing import Any, Dict, Optional
 
 from django.core.management.base import BaseCommand, CommandError
 from django.db import transaction
@@ -26,6 +27,56 @@ from bambu_run.models import Printer, PrinterMetrics
 logger = logging.getLogger("bambu_run.collector")
 
 
+def resolve_printer_device(device_id: str, device_info: Optional[dict] = None) -> Printer:
+    """Find-or-create the Printer row for a Bambu cloud device, keyed by serial number.
+
+    `device_info` is one entry from BambuClient.get_devices() (keys: name,
+    dev_product_name, dev_id, ...). Falls back to generic defaults when unavailable
+    (e.g. local-only connections that never call get_devices()).
+    """
+    device_info = device_info or {}
+    name = device_info.get("name") or "Bambu Lab Printer"
+    model = device_info.get("dev_product_name") or "Bambu Lab"
+
+    printer = Printer.objects.filter(serial_number=device_id).first()
+
+    if printer is None:
+        # Upgrade path: a pre-multi-printer deployment has exactly one Printer row
+        # with no serial number yet. Backfill it instead of creating a duplicate.
+        # If there's more than one such row, we can't tell which one this device
+        # used to be, so don't guess — create a fresh row instead.
+        legacy_candidates = list(Printer.objects.filter(serial_number__isnull=True)[:2])
+        if len(legacy_candidates) == 1:
+            printer = legacy_candidates[0]
+            printer.serial_number = device_id
+
+    if printer is None:
+        printer = Printer(serial_number=device_id)
+
+    printer.name = name
+    printer.model = model
+    printer.manufacturer = "Bambu Lab"
+    printer.is_active = True
+    printer.save()
+    return printer
+
+
+@dataclass
+class DeviceSession:
+    """Per-printer mutable state for one bound device in a multi-printer collector run."""
+
+    device_id: str
+    client: Any  # BambuPrinter
+    printer: Printer
+    current_print_job: Optional[Any] = None
+    last_gcode_state: Optional[str] = None
+    last_subtask_name: Optional[str] = None
+    trays_used: set = field(default_factory=set)
+    error_count: int = 0
+    success_count: int = 0
+    mqtt_connect_errors: int = 0
+
+
 class Command(BaseCommand):
     """
     MQTT Poll -> PrinterMetrics -> FilamentSnapshot -> Auto-Match -> Update Filament
@@ -51,18 +102,11 @@ class Command(BaseCommand):
 
     def __init__(self, *args, **kwargs):
         super().__init__(*args, **kwargs)
-        self.printer_client = None
-        self.printer_device = None
+        self.sessions: Dict[str, DeviceSession] = {}
+        self._token: Optional[str] = None
         self.verbose = False
         self.disable_ssl_verify = False
-        self.error_count = 0
-        self.success_count = 0
-        self.mqtt_connect_errors = 0
         self.start_time = None
-        self.current_print_job = None
-        self.last_gcode_state = None
-        self.last_subtask_name = None
-        self.trays_used = set()
 
     def handle(self, *args, **options):
         self.verbose = options["verbose"]
@@ -100,18 +144,22 @@ class Command(BaseCommand):
         self._configure_logging()
 
         try:
-            self._initialize_printer()
+            self._initialize_printers()
         except Exception as e:
             raise CommandError(f"Initialization failed: {e}")
 
         self.start_time = timezone.now()
-        logger.info(f"Bambu Run data collector started for printer: {self.printer_device.name}")
+        printer_names = ", ".join(s.printer.name for s in self.sessions.values())
+        logger.info(f"Bambu Run data collector started for {len(self.sessions)} printer(s): {printer_names}")
         logger.info(f"Collection interval: {interval} seconds")
         logger.info(f"Mode: {'Single run' if run_once else 'Continuous'}")
 
         try:
             if run_once:
-                self._collect_printer_data()
+                import time as _time
+                _time.sleep(5)
+                for session in self.sessions.values():
+                    self._collect_printer_data(session)
                 logger.info("Single collection completed successfully")
             else:
                 self._run_continuous_loop(interval)
@@ -122,6 +170,24 @@ class Command(BaseCommand):
             logger.exception(f"Fatal error in main loop: {e}")
             raise CommandError(f"Runner failed: {e}")
 
+    def _request_full_status_when_ready(self, client, timeout: float = 20.0) -> None:
+        """Send pushall once the MQTT broker connection is confirmed.
+
+        BambuPrinter._connected is set True immediately after connect(blocking=False),
+        before the broker handshake. Poll MQTTClient.connected (set in _on_connect)
+        instead, so publish() won't raise "Not connected to broker".
+        """
+        import time as _time
+        deadline = _time.time() + timeout
+        while _time.time() < deadline:
+            mqtt_client = getattr(client, "_mqtt", None)
+            if mqtt_client is not None and getattr(mqtt_client, "connected", False):
+                client._mqtt.request_full_status()
+                logger.info("Sent MQTT pushall request")
+                return
+            _time.sleep(0.5)
+        logger.warning("MQTT broker connection not confirmed within %.1fs; skipping pushall", timeout)
+
     def _configure_logging(self):
         log_level = logging.DEBUG if self.verbose else logging.INFO
         logger.setLevel(log_level)
@@ -135,7 +201,9 @@ class Command(BaseCommand):
             handler.setFormatter(formatter)
             logger.addHandler(handler)
 
-    def _initialize_printer(self):
+    def _initialize_printers(self):
+        """Authenticate once, discover every device bound to the account, and open
+        one BambuPrinter (own MQTT thread) per device — all in this single process."""
         from bambu_run.mqtt_client import BambuPrinter
 
         bambu_username = os.environ.get("BAMBU_USERNAME")
@@ -149,25 +217,12 @@ class Command(BaseCommand):
                 "environment variables must be set"
             )
 
-        logger.info("Connecting to Bambu Lab printer...")
+        logger.info("Authenticating with Bambu Lab cloud...")
         try:
-            if bambu_token:
-                logger.info("Using saved BAMBU_TOKEN for authentication")
-                self.printer_client = BambuPrinter(
-                    token=bambu_token, device_id=bambu_device_id
-                )
-            else:
-                logger.info("Authenticating with username/password")
-                self.printer_client = BambuPrinter(
-                    username=bambu_username,
-                    password=bambu_password,
-                    device_id=bambu_device_id,
-                )
-
-            logger.info("Initiating MQTT connection...")
-            self.printer_client.connect(blocking=False)
-            logger.info("MQTT connection initiated (non-blocking)")
-
+            auth = BambuPrinter(
+                username=bambu_username, password=bambu_password, token=bambu_token,
+            )
+            self._token = auth._ensure_token()
         except Exception as e:
             if "CERTIFICATE_VERIFY_FAILED" in str(e) or "SSL" in str(e):
                 error_msg = (
@@ -178,56 +233,62 @@ class Command(BaseCommand):
                     "3. pip install --upgrade certifi\n"
                 )
                 raise CommandError(error_msg)
-            raise CommandError(f"Failed to initialize printer client: {e}")
+            raise CommandError(f"Failed to authenticate: {e}")
 
-        self.printer_device = self._ensure_printer_device_exists()
-        logger.info(f"Initialized for printer device: {self.printer_device}")
-
-    def _ensure_printer_device_exists(self) -> Printer:
-        try:
-            snapshot = self.printer_client.get_snapshot()
-
-            if snapshot:
-                device, created = Printer.objects.update_or_create(
-                    model="Bambu Lab",
-                    defaults={
-                        "name": "Bambu Lab Printer",
-                        "manufacturer": "Bambu Lab",
-                        "is_active": True,
-                    },
-                )
-                action = "Created" if created else "Updated"
-                logger.info(f"{action} printer device record: {device}")
-                return device
-            else:
-                logger.warning("Snapshot returned None - MQTT not connected yet")
-                device = Printer.objects.filter(is_active=True).first()
-                if device:
-                    logger.info(f"Using existing device record: {device}")
-                    return device
-                else:
-                    device = Printer.objects.create(
-                        name="Bambu Lab Printer",
-                        model="Bambu Lab",
-                        manufacturer="Bambu Lab",
-                        is_active=True,
-                    )
-                    logger.info(f"Created placeholder device: {device}")
-                    return device
-
-        except Exception as e:
-            logger.error(f"Error during device initialization: {e}")
+        device_infos = self._discover_devices(bambu_device_id)
+        for device_id, device_info in device_infos.items():
             try:
-                device = Printer.objects.filter(is_active=True).first()
-                if device:
-                    logger.warning(f"Using existing device record from DB: {device}")
-                    return device
-                else:
-                    raise CommandError(
-                        "No printer device found in database and initialization failed."
-                    )
-            except Printer.DoesNotExist:
-                raise CommandError("Failed to create or retrieve printer device.")
+                self._add_session(device_id, device_info)
+            except Exception as e:
+                logger.error(f"Failed to initialize printer {device_id}: {e}")
+
+        if not self.sessions:
+            raise CommandError("No printer sessions could be initialized")
+
+    def _discover_devices(self, explicit_device_id: Optional[str]) -> Dict[str, dict]:
+        """Return {device_id: device_info} for every printer to monitor.
+
+        device_info comes from BambuClient.get_devices() (name, dev_product_name,
+        etc.) — empty dict when explicitly pinned to one device via BAMBU_DEVICE_ID
+        and the cloud listing can't be reached.
+        """
+        from bambu_run.mqtt_client import BambuClient
+
+        try:
+            cloud = BambuClient(token=self._token)
+            devices = cloud.get_devices()
+        except Exception as e:
+            if explicit_device_id:
+                logger.warning(f"Could not list account devices ({e}); using BAMBU_DEVICE_ID only")
+                return {explicit_device_id: {}}
+            raise
+
+        device_infos = {d.get("dev_id"): d for d in devices if d.get("dev_id")}
+
+        if explicit_device_id:
+            return {explicit_device_id: device_infos.get(explicit_device_id, {})}
+
+        if not device_infos:
+            raise CommandError("No devices found on this account")
+
+        return device_infos
+
+    def _add_session(self, device_id: str, device_info: dict) -> "DeviceSession":
+        from bambu_run.mqtt_client import BambuPrinter
+
+        logger.info(f"Connecting to printer {device_id} ({device_info.get('name', 'unknown')})...")
+        client = BambuPrinter(token=self._token, device_id=device_id)
+        client.connect(blocking=False)
+        try:
+            self._request_full_status_when_ready(client)
+        except Exception as e:
+            logger.warning("pushall request skipped (non-fatal): %s", e)
+
+        printer = resolve_printer_device(device_id, device_info)
+        session = DeviceSession(device_id=device_id, client=client, printer=printer)
+        self.sessions[device_id] = session
+        logger.info(f"Initialized session for printer: {printer}")
+        return session
 
     def _run_continuous_loop(self, interval: int):
         iteration = 0
@@ -238,7 +299,8 @@ class Command(BaseCommand):
             if self.verbose:
                 logger.debug(f"=== Iteration {iteration} ===")
 
-            self._collect_printer_data()
+            for session in list(self.sessions.values()):
+                self._collect_printer_data(session)
 
             elapsed = time.time() - loop_start
             sleep_time = max(0, interval - elapsed)
@@ -248,9 +310,28 @@ class Command(BaseCommand):
 
             if iteration % 100 == 0:
                 self._print_statistics()
+                self._refresh_devices()
 
             time.sleep(sleep_time)
 
+    def _refresh_devices(self):
+        """Pick up printers added to the account without restarting the process."""
+        if os.environ.get("BAMBU_DEVICE_ID"):
+            return  # pinned to a single explicit device — nothing to discover
+        try:
+            device_infos = self._discover_devices(None)
+        except Exception as e:
+            logger.warning(f"Device refresh skipped (non-fatal): {e}")
+            return
+
+        for device_id, device_info in device_infos.items():
+            if device_id not in self.sessions:
+                logger.info(f"New printer detected on account: {device_id}")
+                try:
+                    self._add_session(device_id, device_info)
+                except Exception as e:
+                    logger.error(f"Failed to initialize newly-detected printer {device_id}: {e}")
+
     def _convert_mqtt_color(self, mqtt_color):
         if not mqtt_color:
             return None
@@ -316,7 +397,7 @@ class Command(BaseCommand):
 
     def _auto_create_filament(self, tray_data):
         from bambu_run.models import Filament, FilamentType
-        from bambu_run.utils import strip_color_padding, match_filament_color
+        from bambu_run.utils import strip_color_padding, match_filament_color, is_mqtt_color_transparent
 
         tray_uuid = tray_data.get('tray_uuid')
         tag_uid = tray_data.get('tag_uid')
@@ -329,6 +410,7 @@ class Command(BaseCommand):
 
         default_brand = app_settings.AUTO_CREATE_BRAND
 
+        transparent = is_mqtt_color_transparent(mqtt_color)
         color_code = strip_color_padding(mqtt_color)
         color_hex = f"#{color_code}" if color_code else None
 
@@ -341,6 +423,7 @@ class Command(BaseCommand):
 
         if filament_color:
             color_name = filament_color.color_name
+            transparent = transparent or filament_color.is_transparent
             if self.verbose:
                 logger.info(f"Matched color from database: {color_name} (#{color_code})")
         else:
@@ -368,12 +451,15 @@ class Command(BaseCommand):
             brand=default_brand,
             color=color_name,
             color_hex=color_hex,
+            is_transparent=transparent,
             diameter=diameter,
             initial_weight_grams=initial_weight,
             remaining_percent=remain_percent,
             created_by='Auto Detection',
             is_loaded_in_ams=True,
             current_tray_id=tray_data.get('tray_id'),
+            ams_unit_id=tray_data.get('ams_unit_id'),
+            ams_type=tray_data.get('ams_type', '') or '',
             last_loaded_date=timezone.now(),
         )
 
@@ -387,9 +473,13 @@ class Command(BaseCommand):
 
         return filament
 
-    def _update_filament_status(self, filament, tray_id, remain_percent):
+    def _update_filament_status(self, filament, tray_id, remain_percent, tray_data=None):
         from bambu_run.models import Filament
 
+        tray_data = tray_data or {}
+        ams_unit_id = tray_data.get('ams_unit_id')
+        ams_type_label = tray_data.get('ams_type', '') or ''
+
         if filament.remaining_percent != remain_percent:
             filament.remaining_percent = remain_percent
             filament.update_remaining_weight()
@@ -397,10 +487,19 @@ class Command(BaseCommand):
             if self.verbose:
                 logger.debug(f"Updated filament {filament}: {remain_percent}%")
 
-        if not filament.is_loaded_in_ams or filament.current_tray_id != tray_id:
-            previous_filament = Filament.objects.filter(
+        location_changed = (
+            not filament.is_loaded_in_ams
+            or filament.current_tray_id != tray_id
+            or (ams_unit_id is not None and filament.ams_unit_id != ams_unit_id)
+        )
+        if location_changed:
+            # Unload anything previously occupying THIS exact (unit, tray) slot.
+            unload_qs = Filament.objects.filter(
                 is_loaded_in_ams=True, current_tray_id=tray_id
-            ).exclude(id=filament.id).first()
+            ).exclude(id=filament.id)
+            if ams_unit_id is not None:
+                unload_qs = unload_qs.filter(ams_unit_id=ams_unit_id)
+            previous_filament = unload_qs.first()
 
             if previous_filament:
                 previous_filament.is_loaded_in_ams = False
@@ -408,14 +507,21 @@ class Command(BaseCommand):
                 previous_filament.save()
                 logger.info(
                     f"Auto-unloaded {previous_filament} from Tray {tray_id} "
-                    f"(replaced by {filament.brand} {filament.type} - {filament.color})"
+                    f"(unit {ams_unit_id}; replaced by {filament.brand} {filament.type} - {filament.color})"
                 )
 
             filament.is_loaded_in_ams = True
             filament.current_tray_id = tray_id
+            if ams_unit_id is not None:
+                filament.ams_unit_id = ams_unit_id
+            if ams_type_label:
+                filament.ams_type = ams_type_label
             filament.last_loaded_date = timezone.now()
             if self.verbose:
-                logger.debug(f"Updated filament location: Tray {tray_id}")
+                logger.debug(f"Updated filament location: unit={ams_unit_id} tray={tray_id}")
+        elif ams_type_label and filament.ams_type != ams_type_label:
+            # Same slot but ams_type was previously unknown — fill it in.
+            filament.ams_type = ams_type_label
 
         filament.save()
 
@@ -436,15 +542,20 @@ class Command(BaseCommand):
             if filament:
                 remain_percent = tray_data.get('remain_percent')
                 if remain_percent is not None:
-                    self._update_filament_status(filament, tray_id, remain_percent)
+                    self._update_filament_status(filament, tray_id, remain_percent, tray_data)
 
-            unit_id = str(int(tray_id) // 4) if tray_id.isdigit() else None
-            unit_data = ams_units.get(unit_id, {})
+            # Locate the AMS unit this tray belongs to. Use the unit_id supplied
+            # by the snapshot directly (matches MQTT ams[i].id, including 128 for AMS HT)
+            # — the legacy `tray_id // 4` math breaks for AMS HT.
+            unit_id_int = tray_data.get('ams_unit_id')
+            unit_data = ams_units.get(str(unit_id_int)) if unit_id_int is not None else {}
 
             FilamentSnapshot.objects.create(
                 printer_metric=printer_metric,
                 filament=filament,
                 tray_id=tray_id,
+                ams_unit_id=unit_id_int,
+                ams_type=tray_data.get('ams_type', '') or '',
                 slot_name=tray_data.get('slot'),
                 type=tray_data.get('type'),
                 sub_type=tray_data.get('sub_type'),
@@ -460,122 +571,172 @@ class Command(BaseCommand):
                 match_method=match_method
             )
 
-    def _track_print_job(self, metric, snapshot):
-        from bambu_run.models import PrintJob, FilamentUsage
+    def _update_hotends(self, printer, printer_metric, hotends_data):
+        from bambu_run.models import Hotend, HotendSnapshot
+
+        for h in hotends_data:
+            if h.get("is_empty"):
+                continue
+
+            hotend, _ = Hotend.objects.update_or_create(
+                printer=printer,
+                serial_number=h.get("serial_number"),
+                defaults={
+                    "raw_id": h.get("raw_id", 0),
+                    "nozzle_type": h.get("nozzle_type", ""),
+                    "diameter": self._to_decimal(h.get("diameter")),
+                    "slot_number": h.get("slot_number"),
+                    "is_toolhead": bool(h.get("is_toolhead")),
+                    "last_filament_profile_id": h.get("fila_id", ""),
+                    "last_color": h.get("color") or "",
+                    "used_time_seconds": h.get("used_time_seconds", 0),
+                    "wear_percent": h.get("wear_percent", 0),
+                },
+            )
+
+            HotendSnapshot.objects.create(
+                printer_metric=printer_metric,
+                hotend=hotend,
+                raw_id=h.get("raw_id", 0),
+                used_time_seconds=h.get("used_time_seconds", 0),
+                wear_percent=h.get("wear_percent", 0),
+                stat=h.get("stat"),
+            )
+
+    def _track_print_job(self, session, metric, snapshot):
+        from bambu_run.models import PrintJob
 
         gcode_state = snapshot.get('gcode_state')
         subtask_name = snapshot.get('subtask_name')
 
-        if self._is_print_starting(gcode_state, subtask_name):
-            if self.current_print_job:
-                self._finalize_print_job(metric, snapshot)
+        if self._is_print_starting(session, gcode_state, subtask_name):
+            if session.current_print_job:
+                self._finalize_print_job(session, metric, snapshot)
 
-            self.current_print_job = PrintJob.objects.create(
-                device=self.printer_device,
+            raw_task_id = snapshot.get('task_id')
+            session.current_print_job = PrintJob.objects.create(
+                device=session.printer,
                 project_name=subtask_name,
                 gcode_file=snapshot.get('gcode_file'),
                 start_time=metric.timestamp,
                 start_metric=metric,
                 total_layers=snapshot.get('total_layer_num'),
-                completion_percent=snapshot.get('print_percent', 0)
+                completion_percent=snapshot.get('print_percent', 0),
+                cloud_task_id_raw=int(raw_task_id) if raw_task_id else None,
             )
-            self.trays_used = set()
-            logger.info(f"Print job started: {subtask_name}")
+            session.trays_used = set()
+            logger.info(f"[{session.device_id}] Print job started: {subtask_name}")
 
-        if self.current_print_job:
+        if session.current_print_job:
             tray_now = snapshot.get('tray_now', '')
             if tray_now not in (None, '', '255'):
                 try:
                     tray_id = int(tray_now)
                     if 0 <= tray_id <= 15:
-                        self.trays_used.add(tray_id)
+                        session.trays_used.add(tray_id)
                 except (ValueError, TypeError):
                     pass
 
-        if self._is_print_ending(gcode_state) and self.current_print_job:
-            self._finalize_print_job(metric, snapshot)
+        if self._is_print_ending(session, gcode_state) and session.current_print_job:
+            self._finalize_print_job(session, metric, snapshot)
 
-        self.last_gcode_state = gcode_state
-        self.last_subtask_name = subtask_name
+        session.last_gcode_state = gcode_state
+        session.last_subtask_name = subtask_name
 
-    def _is_print_starting(self, gcode_state, subtask_name):
+    def _is_print_starting(self, session, gcode_state, subtask_name):
         is_printing = gcode_state not in ['FINISH', 'IDLE', 'FAILED', None, '']
-        has_new_job = subtask_name and subtask_name != self.last_subtask_name
+        has_new_job = subtask_name and subtask_name != session.last_subtask_name
         return is_printing and has_new_job
 
-    def _is_print_ending(self, gcode_state):
+    def _is_print_ending(self, session, gcode_state):
         ending_states = ['FINISH', 'FAILED']
-        return gcode_state in ending_states and self.last_gcode_state not in ending_states
+        return gcode_state in ending_states and session.last_gcode_state not in ending_states
 
-    def _finalize_print_job(self, metric, snapshot):
+    def _finalize_print_job(self, session, metric, snapshot):
         from bambu_run.models import FilamentUsage
 
-        self.current_print_job.end_time = metric.timestamp
-        self.current_print_job.end_metric = metric
-        self.current_print_job.final_status = snapshot.get('gcode_state')
-        self.current_print_job.completion_percent = snapshot.get('print_percent', 0)
-        self.current_print_job.calculate_duration()
-        self.current_print_job.save()
+        job = session.current_print_job
+        job.end_time = metric.timestamp
+        job.end_metric = metric
+        job.final_status = snapshot.get('gcode_state')
+        job.completion_percent = snapshot.get('print_percent', 0)
+        job.calculate_duration()
+        job.save()
 
-        start_metric = self.current_print_job.start_metric
+        try:
+            from bambu_run.bambu_cloud import fetch_and_upsert_task
+            fetch_and_upsert_task(session.client._client, job)
+        except Exception as e:
+            logger.warning(f"Cloud task sync skipped (non-fatal): {e}")
+
+        start_metric = job.start_metric
         if not start_metric:
-            logger.warning(f"No start_metric for job {self.current_print_job.id}, skipping filament usage")
-        elif not self.trays_used:
-            logger.warning(f"No trays tracked for job {self.current_print_job.project_name}, skipping filament usage")
+            logger.warning(f"No start_metric for job {job.id}, skipping filament usage")
+        elif not session.trays_used:
+            logger.warning(f"No trays tracked for job {job.project_name}, skipping filament usage")
         else:
-            for tray_id in self.trays_used:
-                start_snap = start_metric.filament_snapshots.filter(
+            # A bare tray_id (from `tray_now`) doesn't identify which physical AMS
+            # unit was active when multiple units share the same slot numbering —
+            # so create one usage row per (unit, tray) that had a tracked filament
+            # loaded at job start, rather than guessing a single "correct" unit.
+            created_usages = []
+            for tray_id in session.trays_used:
+                start_snaps = start_metric.filament_snapshots.filter(
                     tray_id=tray_id, filament__isnull=False
-                ).first()
-                if not start_snap:
-                    continue
-
-                end_snap = metric.filament_snapshots.filter(
-                    filament=start_snap.filament, tray_id=tray_id
-                ).first()
-
-                usage = FilamentUsage.objects.create(
-                    print_job=self.current_print_job,
-                    filament=start_snap.filament,
-                    tray_id=tray_id,
-                    starting_percent=start_snap.remain_percent or 100,
-                    ending_percent=end_snap.remain_percent if end_snap else None,
-                    is_primary=(len(self.trays_used) == 1),
                 )
-                usage.calculate_consumed()
+                for start_snap in start_snaps:
+                    end_snap = metric.filament_snapshots.filter(
+                        filament=start_snap.filament,
+                        tray_id=tray_id,
+                        ams_unit_id=start_snap.ams_unit_id,
+                    ).first()
+
+                    usage = FilamentUsage.objects.create(
+                        print_job=job,
+                        filament=start_snap.filament,
+                        tray_id=tray_id,
+                        ams_unit_id=start_snap.ams_unit_id,
+                        starting_percent=start_snap.remain_percent or 100,
+                        ending_percent=end_snap.remain_percent if end_snap else None,
+                    )
+                    usage.calculate_consumed()
+                    created_usages.append(usage)
+
+            for usage in created_usages:
+                usage.is_primary = len(created_usages) == 1
                 usage.save()
 
                 if self.verbose:
                     logger.debug(
-                        f"Filament usage for {start_snap.filament} (tray {tray_id}): "
+                        f"Filament usage for {usage.filament} (unit {usage.ams_unit_id}, tray {usage.tray_id}): "
                         f"{usage.starting_percent}% -> {usage.ending_percent}%, consumed {usage.consumed_percent}%"
                     )
 
         logger.info(
-            f"Print job finished: {self.current_print_job.project_name} "
-            f"({self.current_print_job.final_status}) - Duration: {self.current_print_job.duration_minutes} min, "
-            f"Trays used: {sorted(self.trays_used) if self.trays_used else 'none tracked'}"
+            f"[{session.device_id}] Print job finished: {job.project_name} "
+            f"({job.final_status}) - Duration: {job.duration_minutes} min, "
+            f"Trays used: {sorted(session.trays_used) if session.trays_used else 'none tracked'}"
         )
 
-        self.current_print_job = None
-        self.trays_used = set()
+        session.current_print_job = None
+        session.trays_used = set()
 
-    def _collect_printer_data(self):
+    def _collect_printer_data(self, session: "DeviceSession"):
         try:
-            snapshot = self.printer_client.get_snapshot()
+            snapshot = session.client.get_snapshot()
 
             if snapshot is None:
-                self.mqtt_connect_errors += 1
-                if self.mqtt_connect_errors <= 5 or self.verbose:
+                session.mqtt_connect_errors += 1
+                if session.mqtt_connect_errors <= 5 or self.verbose:
                     logger.warning(
-                        f"MQTT not connected yet or no data available "
-                        f"(attempt {self.mqtt_connect_errors})"
+                        f"[{session.device_id}] MQTT not connected yet or no data available "
+                        f"(attempt {session.mqtt_connect_errors})"
                     )
                 return
 
             with transaction.atomic():
                 metric = PrinterMetrics.objects.create(
-                    device=self.printer_device,
+                    device=session.printer,
                     timestamp=timezone.now(),
                     nozzle_temp=self._to_decimal(snapshot.get("nozzle_temp")),
                     nozzle_target_temp=self._to_decimal(snapshot.get("nozzle_target_temp")),
@@ -584,6 +745,10 @@ class Command(BaseCommand):
                     chamber_temp=self._to_decimal(snapshot.get("chamber_temp")),
                     nozzle_diameter=self._to_decimal(snapshot.get("nozzle_diameter")),
                     nozzle_type=snapshot.get("nozzle_type"),
+                    nozzle_temp_left=self._to_decimal(snapshot.get("nozzle_temp_left")),
+                    nozzle_target_temp_left=self._to_decimal(snapshot.get("nozzle_target_temp_left")),
+                    nozzle_diameter_left=self._to_decimal(snapshot.get("nozzle_diameter_left")),
+                    nozzle_type_left=snapshot.get("nozzle_type_left"),
                     gcode_state=snapshot.get("gcode_state"),
                     print_type=snapshot.get("print_type"),
                     print_percent=snapshot.get("print_percent"),
@@ -623,27 +788,33 @@ class Command(BaseCommand):
                     ams_units=snapshot.get("ams_units", []),
                     external_spool=snapshot.get("external_spool", {}),
                     lights_report=snapshot.get("lights_report", []),
+                    vortek_raw=snapshot.get("vortek_raw", {}),
+                    nozzle_info=snapshot.get("hotends", []),
                 )
 
                 filaments_data = snapshot.get('filaments', [])
                 if filaments_data:
                     self._create_filament_snapshots(metric, filaments_data, snapshot)
 
-                self._track_print_job(metric, snapshot)
+                hotends_data = snapshot.get('hotends', [])
+                if hotends_data:
+                    self._update_hotends(session.printer, metric, hotends_data)
 
-                self.success_count += 1
+                self._track_print_job(session, metric, snapshot)
+
+                session.success_count += 1
 
                 if self.verbose:
                     logger.debug(
-                        f"Printer Metrics: Nozzle={snapshot.get('nozzle_temp')}C, "
+                        f"[{session.device_id}] Printer Metrics: Nozzle={snapshot.get('nozzle_temp')}C, "
                         f"Bed={snapshot.get('bed_temp')}C, "
                         f"Progress={snapshot.get('print_percent')}%, "
                         f"State={snapshot.get('gcode_state')}"
                     )
 
         except Exception as e:
-            self.error_count += 1
-            logger.error(f"Error collecting printer data (total errors: {self.error_count}): {e}")
+            session.error_count += 1
+            logger.error(f"[{session.device_id}] Error collecting printer data (total errors: {session.error_count}): {e}")
             if self.verbose:
                 logger.exception("Detailed traceback:")
 
@@ -658,16 +829,20 @@ class Command(BaseCommand):
     def _print_statistics(self):
         if self.start_time:
             runtime = timezone.now() - self.start_time
-            total_collections = self.success_count + self.error_count
+            success_count = sum(s.success_count for s in self.sessions.values())
+            error_count = sum(s.error_count for s in self.sessions.values())
+            mqtt_connect_errors = sum(s.mqtt_connect_errors for s in self.sessions.values())
+            total_collections = success_count + error_count
             success_rate = (
-                (self.success_count / total_collections * 100)
+                (success_count / total_collections * 100)
                 if total_collections > 0
                 else 0
             )
 
             logger.info("=== Statistics ===")
             logger.info(f"Runtime: {runtime}")
-            logger.info(f"Successful collections: {self.success_count}")
-            logger.info(f"Failed collections: {self.error_count}")
-            logger.info(f"MQTT connection warnings: {self.mqtt_connect_errors}")
+            logger.info(f"Printers tracked: {len(self.sessions)}")
+            logger.info(f"Successful collections: {success_count}")
+            logger.info(f"Failed collections: {error_count}")
+            logger.info(f"MQTT connection warnings: {mqtt_connect_errors}")
             logger.info(f"Success rate: {success_rate:.1f}%")

bambu_run/management/commands/bambu_diagnose.py

@@ -0,0 +1,128 @@
+"""
+Diagnose multi-printer cloud data for a Bambu Lab account.
+
+Run this if `bambu_collector` doesn't pick up all your printers, or the data
+collected for a second/third printer looks wrong. It authenticates with your
+Bambu Lab account, lists every device the cloud API reports, listens briefly
+for raw MQTT data from each one, and writes a redacted JSON report you can
+attach to a GitHub issue.
+
+Usage:
+    python manage.py bambu_diagnose
+    python manage.py bambu_diagnose --listen-seconds 15
+    python manage.py bambu_diagnose --output my_report.json
+    python manage.py bambu_diagnose --no-redact   # local debugging only — do NOT post this output publicly
+"""
+
+import json
+import logging
+import time
+
+from django.core.management.base import BaseCommand, CommandError
+
+from bambu_run.diagnostics import build_diagnostics_report, redact_diagnostics
+
+logger = logging.getLogger("bambu_run.diagnose")
+
+
+class Command(BaseCommand):
+    help = "Authenticate, list every printer on the account, and write a redacted diagnostics report."
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--listen-seconds", type=float, default=8.0,
+            help="How long to listen for MQTT data per device (default: 8)",
+        )
+        parser.add_argument(
+            "--output", type=str, default=None,
+            help="Output file path (default: bambu_diagnostics_<timestamp>.json)",
+        )
+        parser.add_argument(
+            "--no-redact", action="store_true",
+            help="Keep full serials/identifiers unmasked. For your own debugging only — "
+                 "do not paste this output into a public GitHub issue.",
+        )
+
+    def handle(self, *args, **options):
+        import os
+        from bambu_run.mqtt_client import BambuPrinter, BambuClient
+
+        listen_seconds = options["listen_seconds"]
+        redact = not options["no_redact"]
+
+        bambu_username = os.environ.get("BAMBU_USERNAME")
+        bambu_password = os.environ.get("BAMBU_PASSWORD")
+        bambu_token = os.environ.get("BAMBU_TOKEN")
+
+        if not bambu_token and not all([bambu_username, bambu_password]):
+            raise CommandError(
+                "Either BAMBU_TOKEN or both BAMBU_USERNAME and BAMBU_PASSWORD "
+                "environment variables must be set"
+            )
+
+        self.stdout.write("Authenticating with Bambu Lab cloud...")
+        auth = BambuPrinter(username=bambu_username, password=bambu_password, token=bambu_token)
+        token = auth._ensure_token()
+
+        cloud = BambuClient(token=token)
+        devices = cloud.get_devices()
+
+        self.stdout.write(self.style.SUCCESS(f"Found {len(devices)} device(s) on this account:"))
+        for device in devices:
+            self.stdout.write(
+                f"  - {device.get('name', 'unknown')} "
+                f"({device.get('dev_product_name', 'unknown model')}) "
+                f"online={device.get('online')}"
+            )
+        if len(devices) < 2:
+            self.stdout.write(self.style.WARNING(
+                "Only one device returned by the cloud API — if you own multiple printers, "
+                "this is likely the root cause. Note this in the GitHub issue."
+            ))
+
+        raw_payloads = {}
+        for device in devices:
+            dev_id = device.get("dev_id")
+            if not dev_id:
+                continue
+            self.stdout.write(f"Listening to {device.get('name', dev_id)} for {listen_seconds:.0f}s...")
+            client = BambuPrinter(token=token, device_id=dev_id)
+            try:
+                client.connect(blocking=False)
+                self._request_full_status_when_ready(client)
+                time.sleep(listen_seconds)
+                state = client.get_state()
+                raw_payloads[dev_id] = state._raw_data.get("print") if state._raw_data else None
+            except Exception as e:
+                self.stdout.write(self.style.WARNING(f"  Could not collect data for {dev_id}: {e}"))
+                raw_payloads[dev_id] = None
+            finally:
+                client.disconnect()
+
+        report = build_diagnostics_report(devices, raw_payloads)
+        report = redact_diagnostics(report, redact=redact)
+
+        output_path = options["output"] or f"bambu_diagnostics_{int(time.time())}.json"
+        with open(output_path, "w") as f:
+            json.dump(report, f, indent=2, default=str)
+
+        self.stdout.write(self.style.SUCCESS(f"\nDiagnostics written to: {output_path}"))
+        if not redact:
+            self.stdout.write(self.style.WARNING(
+                "--no-redact was used: this file contains unmasked serials/identifiers. "
+                "Do not attach it to a public GitHub issue as-is."
+            ))
+        else:
+            self.stdout.write(
+                "Serials/identifiers are masked. Please skim the file once before posting — "
+                "then attach it to https://github.com/RunLit/Bambu-Run/issues/10"
+            )
+
+    def _request_full_status_when_ready(self, client, timeout: float = 20.0) -> None:
+        deadline = time.time() + timeout
+        while time.time() < deadline:
+            mqtt_client = getattr(client, "_mqtt", None)
+            if mqtt_client is not None and getattr(mqtt_client, "connected", False):
+                client._mqtt.request_full_status()
+                return
+            time.sleep(0.5)

bambu_run/management/commands/bambu_import_colors.py

@@ -371,6 +371,11 @@ class Command(BaseCommand):
                 return "created"
             return "no_type"
 
+        # ── Transparent detection ────────────────────────────────────────────
+        # "Translucent" (no colour qualifier) + #000000 = clear/transparent filament.
+        # Bambu Lab AMS reports these as 00000000 (alpha=00).
+        is_transparent = color_name.strip().lower() == "translucent" and hex_code == "000000"
+
         # ── Duplicate check ──────────────────────────────────────────────────
         # All five fields must match to be considered a duplicate:
         #   color_code (exact), color_name (case-insensitive), brand,
@@ -388,9 +393,10 @@ class Command(BaseCommand):
             return "duplicate"
 
         if dry_run:
+            transparent_note = "  [transparent]" if is_transparent else ""
             self.stdout.write(
                 f"  [dry-run] Would create: {color_name!r} #{hex_code}  "
-                f"({filament_type} / {filament_sub_type})"
+                f"({filament_type} / {filament_sub_type}){transparent_note}"
             )
             return "created"
 
@@ -404,6 +410,7 @@ class Command(BaseCommand):
                     filament_type=filament_type,
                     filament_sub_type=filament_sub_type,
                     brand=BRAND,
+                    is_transparent=is_transparent,
                 )
             self.stdout.write(
                 f"  + {color_name!r} #{hex_code}  ({filament_type} / {filament_sub_type})"

bambu_run/management/commands/bambu_mcp_server.py

@@ -0,0 +1,355 @@
+"""
+Management command to run the Bambu-Run MCP server.
+
+Supports SSE (network) and stdio (local) transports.
+
+Usage:
+    python manage.py bambu_mcp_server
+    python manage.py bambu_mcp_server --transport sse --host 0.0.0.0 --port 8808
+    python manage.py bambu_mcp_server --transport stdio
+"""
+
+import logging
+
+from django.core.management.base import BaseCommand, CommandError
+
+logger = logging.getLogger("bambu_run.mcp")
+
+
+class Command(BaseCommand):
+    help = "Run the Bambu-Run MCP server for AI agent access"
+
+    def add_arguments(self, parser):
+        from bambu_run.conf import app_settings
+
+        parser.add_argument(
+            "--transport",
+            choices=["sse", "stdio"],
+            default="sse",
+            help="Transport mode (default: sse)",
+        )
+        parser.add_argument(
+            "--host",
+            default=app_settings.MCP_HOST,
+            help=f"Host to bind to (default: {app_settings.MCP_HOST})",
+        )
+        parser.add_argument(
+            "--port",
+            type=int,
+            default=app_settings.MCP_PORT,
+            help=f"Port to listen on (default: {app_settings.MCP_PORT})",
+        )
+
+    def handle(self, *args, **options):
+        try:
+            from mcp.server.fastmcp import FastMCP
+        except ImportError:
+            raise CommandError(
+                "The 'mcp' package is required. Install it with: pip install 'bambu-run[mcp]'"
+            )
+
+        from asgiref.sync import sync_to_async
+        from bambu_run.conf import app_settings
+        from bambu_run import mcp_tools
+
+        transport = options["transport"]
+        host = options["host"]
+        port = options["port"]
+
+        mcp = FastMCP(
+            "Bambu-Run",
+            instructions=(
+                "Bambu-Run MCP server provides read-only access to 3D printer data "
+                "including live printer status, filament inventory, print history, "
+                "temperature trends, and diagnostics. All data comes from Bambu Lab "
+                "printers monitored via MQTT."
+            ),
+        )
+
+        # ── Register Tools ───────────────────────────────────────────────
+
+        @mcp.tool()
+        async def get_printer_status(printer_id: int | None = None) -> str:
+            """Get current live status of printer(s) including temperatures, progress, AMS slots, and errors.
+
+            Args:
+                printer_id: Optional printer ID to filter. Omit for all printers.
+            """
+            return await sync_to_async(mcp_tools.get_printer_status)(printer_id=printer_id)
+
+        @mcp.tool()
+        async def list_printers() -> str:
+            """List all registered printers with their model, serial, IP, and active status."""
+            return await sync_to_async(mcp_tools.list_printers)()
+
+        @mcp.tool()
+        async def get_print_history(
+            status: str | None = None,
+            days: int | None = None,
+            project_name: str | None = None,
+            limit: int = 20,
+        ) -> str:
+            """Get print job history with optional filters.
+
+            Args:
+                status: Filter by status (FINISH, FAILED, CANCELLED).
+                days: Only show jobs from the last N days.
+                project_name: Filter by project name (partial match).
+                limit: Maximum number of results (default 20).
+            """
+            return await sync_to_async(mcp_tools.get_print_history)(
+                status=status, days=days, project_name=project_name, limit=limit
+            )
+
+        @mcp.tool()
+        async def get_print_job_detail(job_id: int) -> str:
+            """Get detailed information about a single print job including filament usage.
+
+            Args:
+                job_id: The print job ID.
+            """
+            return await sync_to_async(mcp_tools.get_print_job_detail)(job_id=job_id)
+
+        @mcp.tool()
+        async def list_filaments(
+            type: str | None = None,
+            brand: str | None = None,
+            color: str | None = None,
+            loaded_in_ams: bool | None = None,
+            low_filament: bool | None = None,
+        ) -> str:
+            """List filament inventory with optional filters.
+
+            Args:
+                type: Filter by material type (PLA, PETG, ABS, etc.).
+                brand: Filter by brand name (partial match).
+                color: Filter by color name (partial match).
+                loaded_in_ams: Filter by whether spool is currently in AMS.
+                low_filament: If true, only show spools with <=20% remaining.
+            """
+            return await sync_to_async(mcp_tools.list_filaments)(
+                type=type, brand=brand, color=color,
+                loaded_in_ams=loaded_in_ams, low_filament=low_filament,
+            )
+
+        @mcp.tool()
+        async def get_filament_detail(filament_id: int) -> str:
+            """Get detailed information about a single filament spool including usage history.
+
+            Args:
+                filament_id: The filament spool ID.
+            """
+            return await sync_to_async(mcp_tools.get_filament_detail)(filament_id=filament_id)
+
+        @mcp.tool()
+        async def get_temperature_history(
+            printer_id: int | None = None,
+            hours: int = 6,
+            metric: str = "all",
+        ) -> str:
+            """Get temperature trends (avg/min/max) over recent hours.
+
+            Args:
+                printer_id: Optional printer ID to filter.
+                hours: Number of hours to look back (default 6).
+                metric: Which sensor to show: 'all', 'nozzle', 'bed', or 'chamber'.
+            """
+            return await sync_to_async(mcp_tools.get_temperature_history)(
+                printer_id=printer_id, hours=hours, metric=metric
+            )
+
+        @mcp.tool()
+        async def get_filament_usage_stats(days: int = 30, group_by: str = "type") -> str:
+            """Get aggregate filament consumption statistics.
+
+            Args:
+                days: Number of days to look back (default 30).
+                group_by: Group results by 'type', 'color', or 'spool'.
+            """
+            return await sync_to_async(mcp_tools.get_filament_usage_stats)(days=days, group_by=group_by)
+
+        @mcp.tool()
+        async def get_printer_health(printer_id: int | None = None) -> str:
+            """Get printer diagnostics including errors, humidity, WiFi signal, and recent failures.
+
+            Args:
+                printer_id: Optional printer ID to filter. Omit for all printers.
+            """
+            return await sync_to_async(mcp_tools.get_printer_health)(printer_id=printer_id)
+
+        @mcp.tool()
+        async def search_print_jobs(query: str) -> str:
+            """Search print jobs by project name or gcode filename.
+
+            Args:
+                query: Search text (partial match on project name or gcode file).
+            """
+            return await sync_to_async(mcp_tools.search_print_jobs)(query=query)
+
+        @mcp.tool()
+        async def get_printing_summary(days: int = 7) -> str:
+            """Get high-level printing activity summary including job counts, success rate, and top projects.
+
+            Args:
+                days: Number of days to summarize (default 7).
+            """
+            return await sync_to_async(mcp_tools.get_printing_summary)(days=days)
+
+        @mcp.tool()
+        async def find_compatible_filament(
+            type: str,
+            min_remaining_percent: int = 10,
+            color: str | None = None,
+        ) -> str:
+            """Find filament spools matching material type and optional criteria.
+
+            Args:
+                type: Material type to search for (PLA, PETG, ABS, etc.).
+                min_remaining_percent: Minimum remaining percentage (default 10).
+                color: Optional color filter (partial match).
+            """
+            return await sync_to_async(mcp_tools.find_compatible_filament)(
+                type=type, min_remaining_percent=min_remaining_percent, color=color
+            )
+
+        # ── Register Resources ───────────────────────────────────────────
+
+        @mcp.resource("bambu://printers")
+        async def res_printers() -> str:
+            """List all registered printers."""
+            return await sync_to_async(mcp_tools.resource_printers)()
+
+        @mcp.resource("bambu://printers/{printer_id}/status")
+        async def res_printer_status(printer_id: int) -> str:
+            """Get latest status for a specific printer."""
+            return await sync_to_async(mcp_tools.resource_printer_status)(printer_id)
+
+        @mcp.resource("bambu://filaments")
+        async def res_filaments() -> str:
+            """Full filament inventory."""
+            return await sync_to_async(mcp_tools.resource_filaments)()
+
+        @mcp.resource("bambu://filaments/{filament_id}")
+        async def res_filament_detail(filament_id: int) -> str:
+            """Single filament spool with usage history."""
+            return await sync_to_async(mcp_tools.resource_filament_detail)(filament_id)
+
+        @mcp.resource("bambu://print-jobs/recent")
+        async def res_recent_jobs() -> str:
+            """Last 20 print jobs."""
+            return await sync_to_async(mcp_tools.resource_recent_print_jobs)()
+
+        @mcp.resource("bambu://filament-types")
+        async def res_filament_types() -> str:
+            """Filament type registry."""
+            return await sync_to_async(mcp_tools.resource_filament_types)()
+
+        @mcp.resource("bambu://filament-colors")
+        async def res_filament_colors() -> str:
+            """Filament color database."""
+            return await sync_to_async(mcp_tools.resource_filament_colors)()
+
+        # ── Register Prompts ─────────────────────────────────────────────
+
+        @mcp.prompt()
+        async def printer_check_in(printer_id: int | None = None) -> str:
+            """Full printer status briefing with health check and recent prints.
+
+            Args:
+                printer_id: Optional printer ID. Omit for all printers.
+            """
+            return await sync_to_async(mcp_tools.prompt_printer_check_in)(printer_id=printer_id)
+
+        @mcp.prompt()
+        async def filament_inventory_report() -> str:
+            """Comprehensive filament inventory report with low-stock warnings."""
+            return await sync_to_async(mcp_tools.prompt_filament_inventory_report)()
+
+        @mcp.prompt()
+        async def print_job_review(job_id: int) -> str:
+            """Detailed review of a completed print job.
+
+            Args:
+                job_id: The print job ID to review.
+            """
+            return await sync_to_async(mcp_tools.prompt_print_job_review)(job_id)
+
+        @mcp.prompt()
+        async def weekly_printing_digest() -> str:
+            """Weekly printing activity summary with filament usage breakdown."""
+            return await sync_to_async(mcp_tools.prompt_weekly_digest)()
+
+        @mcp.prompt()
+        async def troubleshoot_printer(printer_id: int | None = None) -> str:
+            """Diagnose printer issues using recent health data, status, and temperatures.
+
+            Args:
+                printer_id: Optional printer ID. Omit for all printers.
+            """
+            return await sync_to_async(mcp_tools.prompt_troubleshoot_printer)(printer_id=printer_id)
+
+        # ── Auth middleware for SSE ───────────────────────────────────────
+
+        api_key = app_settings.MCP_API_KEY
+        auth_backend = app_settings.MCP_AUTH_BACKEND
+
+        if api_key or auth_backend:
+            from starlette.middleware.base import BaseHTTPMiddleware
+            from starlette.responses import JSONResponse
+
+            class AuthMiddleware(BaseHTTPMiddleware):
+                async def dispatch(self, request, call_next):
+                    # Custom auth backend takes priority
+                    if auth_backend:
+                        if not auth_backend(request):
+                            return JSONResponse(
+                                {"error": "Unauthorized"}, status_code=401
+                            )
+                        return await call_next(request)
+
+                    # API key auth
+                    if api_key:
+                        auth_header = request.headers.get("Authorization", "")
+                        if auth_header == f"Bearer {api_key}":
+                            return await call_next(request)
+                        return JSONResponse(
+                            {"error": "Invalid or missing API key"}, status_code=401
+                        )
+
+                    return await call_next(request)
+
+            # Attach middleware — FastMCP's SSE app is a Starlette app
+            original_sse_app = mcp.sse_app
+
+            def patched_sse_app():
+                app = original_sse_app()
+                app.add_middleware(AuthMiddleware)
+                return app
+
+            mcp.sse_app = patched_sse_app
+
+        # ── Run ──────────────────────────────────────────────────────────
+
+        if transport == "sse":
+            try:
+                import uvicorn
+            except ImportError:
+                raise CommandError(
+                    "uvicorn is required for SSE transport. Install it with: pip install uvicorn"
+                )
+
+            self.stdout.write(
+                self.style.SUCCESS(
+                    f"Starting Bambu-Run MCP server (SSE) on {host}:{port}"
+                )
+            )
+            self.stdout.write(
+                f"Connect with: http://{host}:{port}/sse"
+            )
+            app = mcp.sse_app()
+            uvicorn.run(app, host=host, port=port)
+        else:
+            self.stdout.write(
+                self.style.SUCCESS("Starting Bambu-Run MCP server (stdio)")
+            )
+            mcp.run(transport="stdio")

bambu_run/management/commands/bambu_sync_cloud.py

@@ -0,0 +1,140 @@
+"""
+Management command: bambu_sync_cloud
+
+Backfill BambuCloudTask records from the Bambu Cloud API and link them to
+existing PrintJob records. Primarily useful for jobs created before this
+feature existed, or for re-syncing if the collector was offline at job end.
+
+Usage:
+    python manage.py bambu_sync_cloud
+    python manage.py bambu_sync_cloud --limit 100
+    python manage.py bambu_sync_cloud --dry-run
+"""
+
+import logging
+import os
+
+from django.core.management.base import BaseCommand, CommandError
+
+logger = logging.getLogger(__name__)
+
+
+class Command(BaseCommand):
+    help = "Backfill BambuCloudTask records from Bambu Cloud API and link to PrintJob"
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            '--limit', type=int, default=20,
+            help='Number of recent cloud tasks to fetch (default: 20)'
+        )
+        parser.add_argument(
+            '--dry-run', action='store_true',
+            help='Show what would be synced without writing to DB'
+        )
+
+    def handle(self, *args, **options):
+        limit = options['limit']
+        dry_run = options['dry_run']
+
+        bambu_token = os.environ.get('BAMBU_TOKEN')
+        bambu_username = os.environ.get('BAMBU_USERNAME')
+        bambu_password = os.environ.get('BAMBU_PASSWORD')
+
+        if not bambu_token and not all([bambu_username, bambu_password]):
+            raise CommandError(
+                "Either BAMBU_TOKEN or both BAMBU_USERNAME and BAMBU_PASSWORD must be set"
+            )
+
+        try:
+            from bambulab import BambuClient
+            from bambulab.auth import BambuAuthenticator
+        except ImportError:
+            raise CommandError("bambu-lab-cloud-api is not installed")
+
+        if bambu_token:
+            client = BambuClient(token=bambu_token)
+        else:
+            auth = BambuAuthenticator()
+            token = auth.login(bambu_username, bambu_password)
+            client = BambuClient(token=token)
+
+        from bambu_run.bambu_cloud import get_tasks, upsert_cloud_task
+        from bambu_run.models import PrintJob
+
+        self.stdout.write(f"Fetching last {limit} tasks from Bambu Cloud...")
+        try:
+            response = get_tasks(client, limit=limit)
+        except Exception as e:
+            raise CommandError(f"Cloud API request failed: {e}")
+
+        hits = response.get('hits', response.get('tasks', []))
+        self.stdout.write(f"Got {len(hits)} tasks from cloud")
+
+        created_count = updated_count = linked_count = 0
+
+        for task_dict in hits:
+            task_id = task_dict.get('id')
+            design_title = task_dict.get('designTitle') or ''
+            plate_title = task_dict.get('title') or ''
+            display_name = design_title or plate_title or f"task-{task_id}"
+
+            if dry_run:
+                self.stdout.write(
+                    f"  [dry-run] Would upsert task {task_id}: {display_name!r}"
+                )
+                # Check if we'd link to a PrintJob
+                job = PrintJob.objects.filter(cloud_task_id_raw=task_id).first()
+                if job:
+                    self.stdout.write(f"    → would link to PrintJob #{job.id}")
+                continue
+
+            try:
+                cloud_task, created = upsert_cloud_task(task_dict)
+                if created:
+                    created_count += 1
+                    self.stdout.write(f"  Created: {display_name!r} (task {task_id})")
+                else:
+                    updated_count += 1
+
+                # Link to any matching PrintJob by cloud_task_id_raw
+                linked = PrintJob.objects.filter(
+                    cloud_task_id_raw=task_id, cloud_task__isnull=True
+                ).update(cloud_task=cloud_task)
+                if linked:
+                    linked_count += linked
+                    self.stdout.write(f"    Linked {linked} PrintJob(s) for task {task_id}")
+
+                # Historical backfill: match by cloud start_time ± 2 min + device serial
+                if cloud_task.cloud_start_time and cloud_task.device_serial:
+                    from datetime import timedelta
+                    from bambu_run.models import Printer
+                    printer = Printer.objects.filter(
+                        serial_number=cloud_task.device_serial
+                    ).first()
+                    if printer:
+                        window_start = cloud_task.cloud_start_time - timedelta(minutes=5)
+                        window_end = cloud_task.cloud_start_time + timedelta(minutes=5)
+                        historical = PrintJob.objects.filter(
+                            device=printer,
+                            start_time__gte=window_start,
+                            start_time__lte=window_end,
+                            cloud_task__isnull=True,
+                        ).update(cloud_task=cloud_task)
+                        if historical:
+                            linked_count += historical
+                            self.stdout.write(
+                                f"    Historically linked {historical} PrintJob(s) by time for task {task_id}"
+                            )
+
+            except Exception as e:
+                self.stderr.write(f"  Error processing task {task_id}: {e}")
+
+        if not dry_run:
+            self.stdout.write(
+                self.style.SUCCESS(
+                    f"\nDone: {created_count} created, {updated_count} updated, "
+                    f"{linked_count} PrintJob(s) linked"
+                )
+            )
+        else:
+            self.stdout.write(self.style.WARNING("\nDry run complete — no changes written"))

bambu_run/mcp_tools.py

@@ -0,0 +1,728 @@
+"""
+Pure Django ORM query functions for MCP tools.
+
+Zero dependency on the `mcp` package — returns markdown strings.
+RAE can reuse these directly.
+"""
+
+from datetime import timedelta
+from decimal import Decimal
+from zoneinfo import ZoneInfo
+
+from django.db.models import Avg, Count, Max, Min, Q, Sum
+from django.utils import timezone
+
+from .conf import app_settings
+
+
+def _local_dt(dt, fmt="%Y-%m-%d %H:%M %Z"):
+    """Convert a UTC-aware datetime to the configured local timezone for display."""
+    if dt is None:
+        return "—"
+    tz = ZoneInfo(app_settings.TIMEZONE)
+    return dt.astimezone(tz).strftime(fmt)
+
+
+def _redact(value, label="[redacted]"):
+    """Redact sensitive values if MCP_HIDE_SENSITIVE is enabled."""
+    if app_settings.MCP_HIDE_SENSITIVE:
+        return label
+    return value
+
+
+def _job_name(job):
+    """Return the best available display name for a print job.
+
+    Prefers cloud design_title (e.g., 'Planetary Gears Finger Fidget Spinners')
+    over the MQTT subtask_name (e.g., 'All variants at 0.16mm high quality').
+    Falls back to project_name for local/SD prints with no cloud task.
+    """
+    if job.cloud_task_id and job.cloud_task and job.cloud_task.design_title:
+        return job.cloud_task.design_title
+    return job.project_name
+
+
+def _format_duration(minutes):
+    """Format minutes into human-readable duration."""
+    if minutes is None:
+        return "Unknown"
+    hours, mins = divmod(int(minutes), 60)
+    if hours > 0:
+        return f"{hours}h {mins}m"
+    return f"{mins}m"
+
+
+def _format_temp(temp):
+    """Format temperature value."""
+    if temp is None:
+        return "N/A"
+    return f"{temp}°C"
+
+
+# ─── Tools ───────────────────────────────────────────────────────────────────
+
+
+def get_printer_status(printer_id=None):
+    """Current live status of printer(s) including temps, progress, AMS, errors."""
+    from .models import Printer, PrinterMetrics
+
+    printers = Printer.objects.filter(is_active=True)
+    if printer_id:
+        printers = printers.filter(id=printer_id)
+
+    if not printers.exists():
+        return "No printers found."
+
+    parts = []
+    for printer in printers:
+        metric = PrinterMetrics.objects.filter(device=printer).first()
+        if not metric:
+            parts.append(f"## {printer.name}\n**No data available yet.**\n")
+            continue
+
+        state = metric.gcode_state or "Unknown"
+        lines = [f"## Printer Status: {printer.name}"]
+        lines.append(f"**Model**: {printer.model} | **Serial**: {_redact(printer.serial_number)}")
+        lines.append(f"**IP**: {_redact(printer.ip_address)} | **Location**: {printer.location or 'N/A'}")
+        lines.append(f"**State**: {state}")
+
+        if metric.print_percent is not None and state == "RUNNING":
+            layer_info = ""
+            if metric.layer_num is not None and metric.total_layer_num:
+                layer_info = f" (Layer {metric.layer_num}/{metric.total_layer_num})"
+            lines.append(f"**Progress**: {metric.print_percent}%{layer_info}")
+            if metric.subtask_name:
+                lines.append(f"**Project**: {metric.subtask_name}")
+            if metric.remaining_time_min:
+                lines.append(f"**ETA**: {_format_duration(metric.remaining_time_min)} remaining")
+
+        # Temperatures
+        lines.append("")
+        lines.append("### Temperatures")
+        lines.append("| Component | Current | Target |")
+        lines.append("|-----------|---------|--------|")
+        lines.append(f"| Nozzle | {_format_temp(metric.nozzle_temp)} | {_format_temp(metric.nozzle_target_temp)} |")
+        lines.append(f"| Bed | {_format_temp(metric.bed_temp)} | {_format_temp(metric.bed_target_temp)} |")
+        lines.append(f"| Chamber | {_format_temp(metric.chamber_temp)} | - |")
+
+        # AMS filaments from JSON
+        if metric.filaments:
+            lines.append("")
+            lines.append("### AMS Slots")
+            lines.append("| Slot | Material | Color | Remaining |")
+            lines.append("|------|----------|-------|-----------|")
+            for f in metric.filaments:
+                slot = f.get("slot", "?")
+                ftype = f.get("sub_type") or f.get("type", "?")
+                color = f.get("color", "")
+                color_display = f"#{color[:6]}" if color and len(color) >= 6 else "?"
+                remain = f.get("remain_percent", "?")
+                lines.append(f"| {slot} | {ftype} | {color_display} | {remain}% |")
+
+        # Errors
+        if metric.has_errors or metric.hms:
+            lines.append("")
+            lines.append("### Alerts")
+            if metric.print_error:
+                lines.append(f"- Print error code: {metric.print_error}")
+            if metric.hms:
+                for msg in metric.hms[:5]:
+                    lines.append(f"- HMS: {msg}")
+
+        lines.append(f"\n*Last updated: {_local_dt(metric.timestamp, '%Y-%m-%d %H:%M:%S %Z')}*")
+        parts.append("\n".join(lines))
+
+    return "\n\n---\n\n".join(parts)
+
+
+def list_printers():
+    """List all registered printers."""
+    from .models import Printer
+
+    printers = Printer.objects.all()
+    if not printers.exists():
+        return "No printers registered."
+
+    lines = ["# Printers", ""]
+    lines.append("| ID | Name | Model | Active | Serial | IP | Location |")
+    lines.append("|----|------|-------|--------|--------|----|----------|")
+    for p in printers:
+        lines.append(
+            f"| {p.id} | {p.name} | {p.model} | "
+            f"{'Yes' if p.is_active else 'No'} | "
+            f"{_redact(p.serial_number)} | {_redact(p.ip_address)} | "
+            f"{p.location or '-'} |"
+        )
+    return "\n".join(lines)
+
+
+def get_print_history(status=None, days=None, project_name=None, limit=20):
+    """Print job history with optional filters."""
+    from .models import PrintJob
+
+    qs = PrintJob.objects.select_related("device", "cloud_task")
+
+    if status:
+        qs = qs.filter(final_status__iexact=status)
+    if days:
+        cutoff = timezone.now() - timedelta(days=int(days))
+        qs = qs.filter(start_time__gte=cutoff)
+    if project_name:
+        qs = qs.filter(
+            Q(project_name__icontains=project_name)
+            | Q(cloud_task__design_title__icontains=project_name)
+        )
+
+    jobs = qs[:int(limit)]
+    if not jobs:
+        return "No print jobs found matching the criteria."
+
+    lines = ["# Print History", ""]
+    lines.append("| ID | Project | Printer | Status | Progress | Duration | Started |")
+    lines.append("|----|---------|---------|--------|----------|----------|---------|")
+    for j in jobs:
+        lines.append(
+            f"| {j.id} | {_job_name(j)} | {j.device.name} | "
+            f"{j.final_status or 'In Progress'} | {j.completion_percent}% | "
+            f"{_format_duration(j.duration_minutes)} | "
+            f"{_local_dt(j.start_time, '%Y-%m-%d %H:%M')} |"
+        )
+    return "\n".join(lines)
+
+
+def get_print_job_detail(job_id):
+    """Single job detail including filament usage."""
+    from .models import FilamentUsage, PrintJob
+
+    try:
+        job = PrintJob.objects.select_related("device", "cloud_task").get(id=job_id)
+    except PrintJob.DoesNotExist:
+        return f"Print job #{job_id} not found."
+
+    lines = [f"# Print Job: {_job_name(job)}", ""]
+    if job.cloud_task and job.cloud_task.design_title and job.cloud_task.design_title != job.project_name:
+        lines.append(f"**Plate**: {job.project_name}")
+    lines.append(f"**Printer**: {job.device.name}")
+    lines.append(f"**Status**: {job.final_status or 'In Progress'}")
+    lines.append(f"**Progress**: {job.completion_percent}%")
+    if job.gcode_file:
+        lines.append(f"**G-code**: {job.gcode_file}")
+    lines.append(f"**Started**: {_local_dt(job.start_time, '%Y-%m-%d %H:%M:%S %Z')}")
+    if job.end_time:
+        lines.append(f"**Ended**: {_local_dt(job.end_time, '%Y-%m-%d %H:%M:%S %Z')}")
+    lines.append(f"**Duration**: {_format_duration(job.duration_minutes)}")
+    if job.total_layers:
+        lines.append(f"**Total Layers**: {job.total_layers}")
+
+    # Filament usage
+    usages = FilamentUsage.objects.select_related("filament").filter(print_job=job)
+    if usages.exists():
+        lines.append("")
+        lines.append("### Filament Usage")
+        lines.append("| Spool | Material | Color | Consumed | Grams |")
+        lines.append("|-------|----------|-------|----------|-------|")
+        for u in usages:
+            f = u.filament
+            lines.append(
+                f"| {f.brand} {f.type} | {f.sub_type or f.type} | "
+                f"{f.color} | {u.consumed_percent or 0}% | "
+                f"{u.consumed_grams or '-'}g |"
+            )
+
+    return "\n".join(lines)
+
+
+def list_filaments(type=None, brand=None, color=None, loaded_in_ams=None, low_filament=None):
+    """Filament inventory with optional filters."""
+    from .models import Filament
+
+    qs = Filament.objects.all()
+    if type:
+        qs = qs.filter(type__iexact=type)
+    if brand:
+        qs = qs.filter(brand__icontains=brand)
+    if color:
+        qs = qs.filter(color__icontains=color)
+    if loaded_in_ams is not None:
+        qs = qs.filter(is_loaded_in_ams=loaded_in_ams)
+    if low_filament:
+        qs = qs.filter(remaining_percent__lte=20)
+
+    filaments = qs[:50]
+    if not filaments:
+        return "No filaments found matching the criteria."
+
+    lines = ["# Filament Inventory", ""]
+    lines.append(f"*{qs.count()} spools total*\n")
+    lines.append("| ID | Brand | Type | Color | Remaining | In AMS | Last Used |")
+    lines.append("|----|-------|------|-------|-----------|--------|-----------|")
+    for f in filaments:
+        color_display = f"{f.color}"
+        if f.color_hex:
+            color_display += f" ({f.color_hex})"
+        last_used = _local_dt(f.last_used, "%Y-%m-%d") if f.last_used else "-"
+        lines.append(
+            f"| {f.id} | {f.brand} | {f.sub_type or f.type} | "
+            f"{color_display} | {f.remaining_percent}% | "
+            f"{'Yes' if f.is_loaded_in_ams else 'No'} | {last_used} |"
+        )
+    return "\n".join(lines)
+
+
+def get_filament_detail(filament_id):
+    """Single spool detail with usage history."""
+    from .models import Filament, FilamentUsage
+
+    try:
+        f = Filament.objects.get(id=filament_id)
+    except Filament.DoesNotExist:
+        return f"Filament #{filament_id} not found."
+
+    lines = [f"# Filament: {f.brand} {f.type} - {f.color}", ""]
+    lines.append(f"**Type**: {f.sub_type or f.type}")
+    lines.append(f"**Brand**: {f.brand}")
+    lines.append(f"**Color**: {f.color} ({f.color_hex or 'N/A'})")
+    lines.append(f"**Remaining**: {f.remaining_percent}%")
+    if f.remaining_weight_grams:
+        lines.append(f"**Remaining Weight**: {f.remaining_weight_grams}g / {f.initial_weight_grams or '?'}g")
+    lines.append(f"**In AMS**: {'Yes (slot ' + str(f.current_tray_id) + ')' if f.is_loaded_in_ams else 'No'}")
+    lines.append(f"**Created By**: {f.created_by}")
+    if f.tray_uuid:
+        lines.append(f"**Serial**: {_redact(f.tray_uuid)}")
+    if f.purchase_date:
+        lines.append(f"**Purchased**: {f.purchase_date}")
+    if f.notes:
+        lines.append(f"**Notes**: {f.notes}")
+
+    # Usage history
+    usages = FilamentUsage.objects.select_related("print_job").filter(filament=f).order_by("-print_job__start_time")[:10]
+    if usages.exists():
+        lines.append("")
+        lines.append("### Recent Print Usage")
+        lines.append("| Job | Date | Consumed | Grams |")
+        lines.append("|-----|------|----------|-------|")
+        for u in usages:
+            lines.append(
+                f"| {u.print_job.project_name} | "
+                f"{_local_dt(u.print_job.start_time, '%Y-%m-%d')} | "
+                f"{u.consumed_percent or 0}% | {u.consumed_grams or '-'}g |"
+            )
+
+    return "\n".join(lines)
+
+
+def get_temperature_history(printer_id=None, hours=6, metric="all"):
+    """Temperature trends as summary stats (avg/min/max) over recent hours."""
+    from .models import Printer, PrinterMetrics
+
+    cutoff = timezone.now() - timedelta(hours=int(hours))
+
+    qs = PrinterMetrics.objects.filter(timestamp__gte=cutoff)
+    if printer_id:
+        qs = qs.filter(device_id=printer_id)
+
+    if not qs.exists():
+        return f"No temperature data in the last {hours} hours."
+
+    printers = Printer.objects.filter(
+        id__in=qs.values_list("device_id", flat=True).distinct()
+    )
+
+    parts = [f"# Temperature History (last {hours}h)", ""]
+    for printer in printers:
+        pqs = qs.filter(device=printer)
+        stats = pqs.aggregate(
+            nozzle_avg=Avg("nozzle_temp"),
+            nozzle_min=Min("nozzle_temp"),
+            nozzle_max=Max("nozzle_temp"),
+            bed_avg=Avg("bed_temp"),
+            bed_min=Min("bed_temp"),
+            bed_max=Max("bed_temp"),
+            chamber_avg=Avg("chamber_temp"),
+            chamber_min=Min("chamber_temp"),
+            chamber_max=Max("chamber_temp"),
+        )
+
+        parts.append(f"## {printer.name}")
+        parts.append(f"*{pqs.count()} data points*\n")
+        parts.append("| Sensor | Avg | Min | Max |")
+        parts.append("|--------|-----|-----|-----|")
+
+        if metric in ("all", "nozzle"):
+            parts.append(
+                f"| Nozzle | {_format_temp(stats['nozzle_avg'])} | "
+                f"{_format_temp(stats['nozzle_min'])} | {_format_temp(stats['nozzle_max'])} |"
+            )
+        if metric in ("all", "bed"):
+            parts.append(
+                f"| Bed | {_format_temp(stats['bed_avg'])} | "
+                f"{_format_temp(stats['bed_min'])} | {_format_temp(stats['bed_max'])} |"
+            )
+        if metric in ("all", "chamber"):
+            parts.append(
+                f"| Chamber | {_format_temp(stats['chamber_avg'])} | "
+                f"{_format_temp(stats['chamber_min'])} | {_format_temp(stats['chamber_max'])} |"
+            )
+        parts.append("")
+
+    return "\n".join(parts)
+
+
+def get_filament_usage_stats(days=30, group_by="type"):
+    """Aggregate filament consumption statistics."""
+    from .models import FilamentUsage
+
+    cutoff = timezone.now() - timedelta(days=int(days))
+    qs = FilamentUsage.objects.filter(
+        print_job__start_time__gte=cutoff,
+        consumed_grams__isnull=False,
+    ).select_related("filament")
+
+    if not qs.exists():
+        return f"No filament usage data in the last {days} days."
+
+    lines = [f"# Filament Usage Stats (last {days} days)", ""]
+
+    if group_by == "type":
+        stats = (
+            qs.values("filament__type")
+            .annotate(
+                total_grams=Sum("consumed_grams"),
+                total_percent=Sum("consumed_percent"),
+                job_count=Count("print_job", distinct=True),
+            )
+            .order_by("-total_grams")
+        )
+        lines.append("| Type | Total Grams | Jobs | Avg Grams/Job |")
+        lines.append("|------|-------------|------|---------------|")
+        for s in stats:
+            avg = s["total_grams"] / s["job_count"] if s["job_count"] else 0
+            lines.append(
+                f"| {s['filament__type']} | {s['total_grams']}g | "
+                f"{s['job_count']} | {avg:.0f}g |"
+            )
+    elif group_by == "color":
+        stats = (
+            qs.values("filament__color", "filament__type")
+            .annotate(total_grams=Sum("consumed_grams"), job_count=Count("print_job", distinct=True))
+            .order_by("-total_grams")
+        )
+        lines.append("| Color | Type | Total Grams | Jobs |")
+        lines.append("|-------|------|-------------|------|")
+        for s in stats:
+            lines.append(
+                f"| {s['filament__color']} | {s['filament__type']} | "
+                f"{s['total_grams']}g | {s['job_count']} |"
+            )
+    elif group_by == "spool":
+        stats = (
+            qs.values("filament__id", "filament__brand", "filament__type", "filament__color")
+            .annotate(total_grams=Sum("consumed_grams"), job_count=Count("print_job", distinct=True))
+            .order_by("-total_grams")[:20]
+        )
+        lines.append("| Spool | Total Grams | Jobs |")
+        lines.append("|-------|-------------|------|")
+        for s in stats:
+            lines.append(
+                f"| {s['filament__brand']} {s['filament__type']} {s['filament__color']} | "
+                f"{s['total_grams']}g | {s['job_count']} |"
+            )
+
+    return "\n".join(lines)
+
+
+def get_printer_health(printer_id=None):
+    """Diagnostics: errors, humidity, wifi, recent failed prints."""
+    from .models import Printer, PrinterMetrics, PrintJob
+
+    printers = Printer.objects.filter(is_active=True)
+    if printer_id:
+        printers = printers.filter(id=printer_id)
+
+    if not printers.exists():
+        return "No printers found."
+
+    parts = ["# Printer Health Report", ""]
+    for printer in printers:
+        latest = PrinterMetrics.objects.filter(device=printer).first()
+        if not latest:
+            parts.append(f"## {printer.name}\n**No data available.**\n")
+            continue
+
+        parts.append(f"## {printer.name}")
+
+        # Connectivity
+        parts.append("### Connectivity")
+        if latest.wifi_signal_dbm is not None:
+            signal = latest.wifi_signal_dbm
+            quality = "Excellent" if signal > -50 else "Good" if signal > -60 else "Fair" if signal > -70 else "Poor"
+            parts.append(f"- WiFi: {signal} dBm ({quality})")
+        parts.append(f"- Last seen: {_local_dt(latest.timestamp, '%Y-%m-%d %H:%M:%S %Z')}")
+        age = (timezone.now() - latest.timestamp).total_seconds()
+        if age > 300:
+            parts.append(f"- **Warning**: No data for {_format_duration(age / 60)}")
+
+        # AMS environment
+        if latest.ams_humidity is not None or latest.ams_temp is not None:
+            parts.append("### AMS Environment")
+            if latest.ams_humidity is not None:
+                hum_status = "OK" if latest.ams_humidity < 5 else "High" if latest.ams_humidity < 8 else "Critical"
+                parts.append(f"- Humidity: {latest.ams_humidity} ({hum_status})")
+            if latest.ams_temp is not None:
+                parts.append(f"- Temperature: {latest.ams_temp}°C")
+
+        # HMS errors
+        if latest.hms:
+            parts.append("### Active HMS Alerts")
+            for msg in latest.hms:
+                parts.append(f"- {msg}")
+
+        # Recent failures
+        week_ago = timezone.now() - timedelta(days=7)
+        failed = PrintJob.objects.filter(
+            device=printer,
+            start_time__gte=week_ago,
+            final_status__in=["FAILED", "CANCELLED"],
+        )
+        if failed.exists():
+            parts.append(f"### Recent Failures (7d): {failed.count()}")
+            for job in failed.select_related("cloud_task")[:5]:
+                parts.append(f"- {_job_name(job)} ({job.final_status}) — {_local_dt(job.start_time, '%m-%d %H:%M')}")
+
+        # Success rate
+        week_jobs = PrintJob.objects.filter(device=printer, start_time__gte=week_ago)
+        total = week_jobs.count()
+        if total > 0:
+            success = week_jobs.filter(final_status="FINISH").count()
+            parts.append(f"\n**7-day success rate**: {success}/{total} ({100 * success // total}%)")
+
+        parts.append("")
+
+    return "\n".join(parts)
+
+
+def search_print_jobs(query):
+    """Search print jobs by project name or gcode file."""
+    from .models import PrintJob
+
+    if not query:
+        return "Please provide a search query."
+
+    jobs = PrintJob.objects.select_related("device", "cloud_task").filter(
+        Q(project_name__icontains=query)
+        | Q(gcode_file__icontains=query)
+        | Q(cloud_task__design_title__icontains=query)
+    )[:20]
+
+    if not jobs:
+        return f"No print jobs matching '{query}'."
+
+    lines = [f"# Search Results: '{query}'", ""]
+    lines.append(f"*{len(jobs)} results*\n")
+    lines.append("| ID | Project | Printer | Status | Date |")
+    lines.append("|----|---------|---------|--------|------|")
+    for j in jobs:
+        lines.append(
+            f"| {j.id} | {_job_name(j)} | {j.device.name} | "
+            f"{j.final_status or 'In Progress'} | {_local_dt(j.start_time, '%Y-%m-%d')} |"
+        )
+    return "\n".join(lines)
+
+
+def get_printing_summary(days=7):
+    """High-level activity summary."""
+    from .models import FilamentUsage, Printer, PrintJob
+
+    cutoff = timezone.now() - timedelta(days=int(days))
+    jobs = PrintJob.objects.filter(start_time__gte=cutoff)
+
+    total = jobs.count()
+    finished = jobs.filter(final_status="FINISH").count()
+    failed = jobs.filter(final_status="FAILED").count()
+    cancelled = jobs.filter(final_status="CANCELLED").count()
+    in_progress = jobs.filter(final_status__isnull=True).count()
+
+    total_minutes = jobs.filter(duration_minutes__isnull=False).aggregate(
+        total=Sum("duration_minutes")
+    )["total"] or 0
+
+    total_grams = FilamentUsage.objects.filter(
+        print_job__start_time__gte=cutoff,
+        consumed_grams__isnull=False,
+    ).aggregate(total=Sum("consumed_grams"))["total"] or 0
+
+    lines = [f"# Printing Summary (last {days} days)", ""]
+    lines.append(f"**Total Jobs**: {total}")
+    lines.append(f"- Completed: {finished}")
+    lines.append(f"- Failed: {failed}")
+    lines.append(f"- Cancelled: {cancelled}")
+    lines.append(f"- In Progress: {in_progress}")
+    if total > 0:
+        lines.append(f"- Success Rate: {100 * finished // total}%")
+    lines.append(f"\n**Total Print Time**: {_format_duration(total_minutes)}")
+    lines.append(f"**Total Filament Used**: {total_grams}g")
+
+    # Most printed projects
+    top_projects = (
+        jobs.values("project_name")
+        .annotate(count=Count("id"))
+        .order_by("-count")[:5]
+    )
+    if top_projects:
+        lines.append("\n### Most Printed")
+        for p in top_projects:
+            lines.append(f"- {p['project_name']} ({p['count']}x)")
+
+    # Active printers
+    active_printers = Printer.objects.filter(
+        print_jobs__start_time__gte=cutoff
+    ).distinct()
+    if active_printers.exists():
+        lines.append(f"\n**Active Printers**: {', '.join(p.name for p in active_printers)}")
+
+    return "\n".join(lines)
+
+
+def find_compatible_filament(type, min_remaining_percent=10, color=None):
+    """Find spools matching material type criteria."""
+    from .models import Filament
+
+    qs = Filament.objects.filter(
+        type__iexact=type,
+        remaining_percent__gte=int(min_remaining_percent),
+    )
+    if color:
+        qs = qs.filter(color__icontains=color)
+
+    filaments = qs[:20]
+    if not filaments:
+        return f"No {type} filament found with >={min_remaining_percent}% remaining."
+
+    lines = [f"# Compatible Filament: {type}", ""]
+    if color:
+        lines.append(f"*Color filter: {color}*\n")
+    lines.append(f"*{qs.count()} spools found*\n")
+    lines.append("| ID | Brand | Sub-type | Color | Remaining | In AMS |")
+    lines.append("|----|-------|----------|-------|-----------|--------|")
+    for f in filaments:
+        lines.append(
+            f"| {f.id} | {f.brand} | {f.sub_type or f.type} | "
+            f"{f.color} | {f.remaining_percent}% | "
+            f"{'Yes' if f.is_loaded_in_ams else 'No'} |"
+        )
+    return "\n".join(lines)
+
+
+# ─── Resources ───────────────────────────────────────────────────────────────
+
+
+def resource_printers():
+    """List all printers (resource)."""
+    return list_printers()
+
+
+def resource_printer_status(printer_id):
+    """Latest printer status (resource)."""
+    return get_printer_status(printer_id=printer_id)
+
+
+def resource_filaments():
+    """Full filament inventory (resource)."""
+    return list_filaments()
+
+
+def resource_filament_detail(filament_id):
+    """Single spool with usage (resource)."""
+    return get_filament_detail(filament_id=filament_id)
+
+
+def resource_recent_print_jobs():
+    """Last 20 print jobs (resource)."""
+    return get_print_history(limit=20)
+
+
+def resource_filament_types():
+    """Filament type registry (resource)."""
+    from .models import FilamentType
+
+    types = FilamentType.objects.all()
+    if not types.exists():
+        return "No filament types registered."
+
+    lines = ["# Filament Types", ""]
+    lines.append("| ID | Type | Sub-type | Brand |")
+    lines.append("|----|------|----------|-------|")
+    for t in types:
+        lines.append(f"| {t.id} | {t.type} | {t.sub_type or '-'} | {t.brand} |")
+    return "\n".join(lines)
+
+
+def resource_filament_colors():
+    """Filament color database (resource)."""
+    from .models import FilamentColor
+
+    colors = FilamentColor.objects.all()[:100]
+    if not colors:
+        return "No filament colors in database."
+
+    lines = ["# Filament Colors", ""]
+    lines.append(f"*Showing up to 100 of {FilamentColor.objects.count()}*\n")
+    lines.append("| Color | Hex | Type | Sub-type | Brand |")
+    lines.append("|-------|-----|------|----------|-------|")
+    for c in colors:
+        lines.append(
+            f"| {c.color_name} | #{c.color_code} | {c.filament_type} | "
+            f"{c.filament_sub_type or '-'} | {c.brand} |"
+        )
+    return "\n".join(lines)
+
+
+# ─── Prompts ─────────────────────────────────────────────────────────────────
+
+
+def prompt_printer_check_in(printer_id=None):
+    """Full status briefing: status + health + recent prints."""
+    parts = [
+        get_printer_status(printer_id=printer_id),
+        get_printer_health(printer_id=printer_id),
+        get_print_history(days=1, limit=5),
+    ]
+    return "\n\n---\n\n".join(parts)
+
+
+def prompt_filament_inventory_report():
+    """Inventory report with low-stock warnings."""
+    from .models import Filament
+
+    low_stock = Filament.objects.filter(remaining_percent__lte=20)
+    parts = [list_filaments()]
+    if low_stock.exists():
+        lines = ["\n## Low Stock Warnings"]
+        for f in low_stock:
+            lines.append(f"- **{f.brand} {f.type} {f.color}**: {f.remaining_percent}% remaining")
+        parts.append("\n".join(lines))
+    return "\n\n".join(parts)
+
+
+def prompt_print_job_review(job_id):
+    """Review a completed job."""
+    return get_print_job_detail(job_id)
+
+
+def prompt_weekly_digest():
+    """Weekly activity summary."""
+    parts = [
+        get_printing_summary(days=7),
+        get_filament_usage_stats(days=7, group_by="type"),
+    ]
+    return "\n\n---\n\n".join(parts)
+
+
+def prompt_troubleshoot_printer(printer_id=None):
+    """Diagnose issues from recent data."""
+    parts = [
+        get_printer_health(printer_id=printer_id),
+        get_printer_status(printer_id=printer_id),
+        get_temperature_history(printer_id=printer_id, hours=2),
+    ]
+    return "\n\n---\n\n".join(parts)

bambu_run/migrations/0002_filament_is_transparent.py

@@ -0,0 +1,27 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("bambu_run", "0001_initial"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="filamentcolor",
+            name="is_transparent",
+            field=models.BooleanField(
+                default=False,
+                help_text="True for clear/transparent filaments — display as checkerboard, not solid color",
+            ),
+        ),
+        migrations.AddField(
+            model_name="filament",
+            name="is_transparent",
+            field=models.BooleanField(
+                default=False,
+                help_text="True for clear/transparent filaments — display as checkerboard, not solid color",
+            ),
+        ),
+    ]

bambu_run/migrations/0003_cloud_task.py

@@ -0,0 +1,177 @@
+# Generated by Django 6.0.2 on 2026-03-29 11:38
+
+import django.db.models.deletion
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("bambu_run", "0002_filament_is_transparent"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="printjob",
+            name="cloud_task_id_raw",
+            field=models.BigIntegerField(
+                blank=True,
+                db_index=True,
+                help_text="MQTT task_id — captured at job start, used to link cloud task",
+                null=True,
+            ),
+        ),
+        migrations.CreateModel(
+            name="BambuCloudTask",
+            fields=[
+                (
+                    "id",
+                    models.BigAutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                (
+                    "task_id",
+                    models.BigIntegerField(
+                        db_index=True,
+                        help_text="Bambu Cloud task ID (matches MQTT task_id)",
+                        unique=True,
+                    ),
+                ),
+                (
+                    "design_id",
+                    models.IntegerField(
+                        blank=True, help_text="Makerworld design ID", null=True
+                    ),
+                ),
+                (
+                    "design_title",
+                    models.CharField(
+                        blank=True,
+                        help_text="Human project name from Makerworld (designTitle)",
+                        max_length=500,
+                    ),
+                ),
+                (
+                    "plate_title",
+                    models.CharField(
+                        blank=True,
+                        help_text="Plate/variant name (matches MQTT subtask_name)",
+                        max_length=500,
+                    ),
+                ),
+                ("model_id", models.CharField(blank=True, max_length=100)),
+                (
+                    "profile_id",
+                    models.BigIntegerField(
+                        blank=True, help_text="Bambu Cloud profile ID", null=True
+                    ),
+                ),
+                ("plate_index", models.SmallIntegerField(blank=True, null=True)),
+                (
+                    "device_serial",
+                    models.CharField(
+                        blank=True,
+                        help_text="Printer serial number from cloud",
+                        max_length=100,
+                    ),
+                ),
+                (
+                    "cover_url",
+                    models.URLField(
+                        blank=True,
+                        help_text="Plate preview image URL from S3",
+                        max_length=1000,
+                    ),
+                ),
+                (
+                    "weight_grams",
+                    models.DecimalField(
+                        blank=True,
+                        decimal_places=2,
+                        help_text="Actual filament weight reported by cloud",
+                        max_digits=8,
+                        null=True,
+                    ),
+                ),
+                (
+                    "length_mm",
+                    models.IntegerField(
+                        blank=True, help_text="Filament length in mm", null=True
+                    ),
+                ),
+                (
+                    "cost_time_seconds",
+                    models.IntegerField(
+                        blank=True,
+                        help_text="Cloud-measured print duration in seconds",
+                        null=True,
+                    ),
+                ),
+                (
+                    "cloud_status",
+                    models.SmallIntegerField(
+                        blank=True, help_text="2=finish, 3=failed", null=True
+                    ),
+                ),
+                ("bed_type", models.CharField(blank=True, max_length=50)),
+                ("use_ams", models.BooleanField(default=True)),
+                (
+                    "print_mode",
+                    models.CharField(
+                        blank=True, help_text="cloud_file, local, etc.", max_length=50
+                    ),
+                ),
+                (
+                    "ams_detail_mapping",
+                    models.JSONField(
+                        default=list,
+                        help_text="Per-slot filament weight breakdown from cloud",
+                    ),
+                ),
+                ("cloud_start_time", models.DateTimeField(blank=True, null=True)),
+                ("cloud_end_time", models.DateTimeField(blank=True, null=True)),
+                (
+                    "raw_data",
+                    models.JSONField(
+                        default=dict,
+                        help_text="Full task response — preserved for future use",
+                    ),
+                ),
+                ("synced_at", models.DateTimeField(auto_now=True)),
+            ],
+            options={
+                "verbose_name": "Bambu Cloud Task",
+                "verbose_name_plural": "Bambu Cloud Tasks",
+                "db_table": "infrastructure_cloud_task",
+                "ordering": ["-cloud_start_time"],
+                "indexes": [
+                    models.Index(
+                        fields=["task_id"], name="infrastruct_task_id_95b5ab_idx"
+                    ),
+                    models.Index(
+                        fields=["design_id"], name="infrastruct_design__88bdc0_idx"
+                    ),
+                    models.Index(
+                        fields=["-cloud_start_time"],
+                        name="infrastruct_cloud_s_4078b0_idx",
+                    ),
+                ],
+            },
+        ),
+        migrations.AddField(
+            model_name="printjob",
+            name="cloud_task",
+            field=models.ForeignKey(
+                blank=True,
+                help_text="Linked Bambu Cloud task record (set by bambu_sync_cloud or collector)",
+                null=True,
+                on_delete=django.db.models.deletion.SET_NULL,
+                related_name="print_jobs",
+                to="bambu_run.bambucloudtask",
+            ),
+        ),
+    ]

bambu_run/migrations/0004_h2c_dual_nozzle_and_ams_fields.py

@@ -0,0 +1,90 @@
+# Generated by Django 5.2.8 on 2026-05-07 04:16
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("bambu_run", "0003_cloud_task"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="filament",
+            name="ams_type",
+            field=models.CharField(
+                blank=True,
+                choices=[
+                    ("AMS", "AMS"),
+                    ("AMS 2 Pro", "AMS 2 Pro"),
+                    ("AMS HT", "AMS HT"),
+                ],
+                default="",
+                help_text="Type of the AMS unit this spool is loaded in (AMS / AMS 2 Pro / AMS HT)",
+                max_length=32,
+            ),
+        ),
+        migrations.AddField(
+            model_name="filament",
+            name="ams_unit_id",
+            field=models.PositiveSmallIntegerField(
+                blank=True,
+                db_index=True,
+                help_text="Which physical AMS unit this spool is loaded in (matches MQTT ams[i].id; 128 = AMS HT)",
+                null=True,
+            ),
+        ),
+        migrations.AddField(
+            model_name="printermetrics",
+            name="nozzle_diameter_left",
+            field=models.DecimalField(
+                blank=True,
+                decimal_places=2,
+                help_text="Left nozzle diameter (mm). H2C only.",
+                max_digits=3,
+                null=True,
+            ),
+        ),
+        migrations.AddField(
+            model_name="printermetrics",
+            name="nozzle_target_temp_left",
+            field=models.DecimalField(
+                blank=True,
+                decimal_places=2,
+                help_text="Left extruder target temperature (°C). H2C only.",
+                max_digits=5,
+                null=True,
+            ),
+        ),
+        migrations.AddField(
+            model_name="printermetrics",
+            name="nozzle_temp_left",
+            field=models.DecimalField(
+                blank=True,
+                decimal_places=2,
+                help_text="Left extruder current temperature (°C). H2C only.",
+                max_digits=5,
+                null=True,
+            ),
+        ),
+        migrations.AddField(
+            model_name="printermetrics",
+            name="nozzle_type_left",
+            field=models.CharField(
+                blank=True,
+                help_text="Left nozzle type (e.g. HS01-0.4). H2C only.",
+                max_length=50,
+                null=True,
+            ),
+        ),
+        migrations.AlterField(
+            model_name="filament",
+            name="current_tray_id",
+            field=models.IntegerField(
+                blank=True,
+                help_text="Tray slot index within its AMS unit (0-3 for AMS/AMS 2 Pro, 0 for AMS HT)",
+                null=True,
+            ),
+        ),
+    ]

bambu_run/migrations/0005_printermetrics_vortek_raw.py

@@ -0,0 +1,22 @@
+# Generated by Django 5.2.8 on 2026-06-18 12:20
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("bambu_run", "0004_h2c_dual_nozzle_and_ams_fields"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="printermetrics",
+            name="vortek_raw",
+            field=models.JSONField(
+                blank=True,
+                default=dict,
+                help_text="Raw print.device MQTT payload (Vortek rack groundwork)",
+            ),
+        ),
+    ]

bambu_run/migrations/0006_alter_filamentsnapshot_options_and_more.py

@@ -0,0 +1,63 @@
+# Generated by Django 5.2.8 on 2026-06-20 12:40
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("bambu_run", "0005_printermetrics_vortek_raw"),
+    ]
+
+    operations = [
+        migrations.AlterModelOptions(
+            name="filamentsnapshot",
+            options={
+                "ordering": ["printer_metric", "ams_unit_id", "tray_id"],
+                "verbose_name": "Filament Snapshot",
+                "verbose_name_plural": "Filament Snapshots",
+            },
+        ),
+        migrations.AddField(
+            model_name="filamentsnapshot",
+            name="ams_type",
+            field=models.CharField(
+                blank=True,
+                choices=[
+                    ("AMS", "AMS"),
+                    ("AMS 2 Pro", "AMS 2 Pro"),
+                    ("AMS HT", "AMS HT"),
+                ],
+                default="",
+                help_text="Type of the AMS unit this tray belongs to (AMS / AMS 2 Pro / AMS HT)",
+                max_length=32,
+            ),
+        ),
+        migrations.AddField(
+            model_name="filamentsnapshot",
+            name="ams_unit_id",
+            field=models.PositiveSmallIntegerField(
+                blank=True,
+                db_index=True,
+                help_text="Which physical AMS unit this tray belongs to (matches MQTT ams[i].id; 128 = AMS HT)",
+                null=True,
+            ),
+        ),
+        migrations.AddField(
+            model_name="filamentusage",
+            name="ams_unit_id",
+            field=models.PositiveSmallIntegerField(
+                blank=True,
+                db_index=True,
+                help_text="Which physical AMS unit the slot belongs to (matches MQTT ams[i].id; 128 = AMS HT)",
+                null=True,
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="filamentsnapshot",
+            index=models.Index(
+                fields=["printer_metric", "ams_unit_id", "tray_id"],
+                name="infrastruct_printer_2ad168_idx",
+            ),
+        ),
+    ]

bambu_run/migrations/0007_hotend_hotendsnapshot.py

@@ -0,0 +1,172 @@
+# Generated by Django 5.2.8 on 2026-06-20 14:07
+
+import django.db.models.deletion
+import django.utils.timezone
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("bambu_run", "0006_alter_filamentsnapshot_options_and_more"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="Hotend",
+            fields=[
+                (
+                    "id",
+                    models.BigAutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                ("serial_number", models.CharField(db_index=True, max_length=100)),
+                (
+                    "nozzle_type",
+                    models.CharField(blank=True, default="", max_length=50),
+                ),
+                (
+                    "diameter",
+                    models.DecimalField(
+                        blank=True, decimal_places=2, max_digits=3, null=True
+                    ),
+                ),
+                (
+                    "raw_id",
+                    models.PositiveSmallIntegerField(
+                        help_text="Last-seen MQTT device.nozzle.info[].id"
+                    ),
+                ),
+                (
+                    "slot_number",
+                    models.PositiveSmallIntegerField(
+                        blank=True,
+                        help_text="Rack bay 1-6, derived from raw_id 16-21. Null if currently unknown (e.g. mounted on toolhead and id reports as the 0 sentinel).",
+                        null=True,
+                    ),
+                ),
+                (
+                    "is_toolhead",
+                    models.BooleanField(
+                        default=False,
+                        help_text="True if currently mounted on the toolhead under normal polling (raw_id == 0).",
+                    ),
+                ),
+                (
+                    "last_filament_profile_id",
+                    models.CharField(
+                        blank=True,
+                        default="",
+                        help_text="Bambu material profile id of the filament last loaded (MQTT fila_id, e.g. 'GFA01')",
+                        max_length=20,
+                    ),
+                ),
+                (
+                    "last_color",
+                    models.CharField(
+                        blank=True,
+                        default="",
+                        help_text="6-char hex of the filament last loaded (MQTT color_m, alpha stripped)",
+                        max_length=6,
+                    ),
+                ),
+                ("used_time_seconds", models.PositiveIntegerField(default=0)),
+                (
+                    "wear_percent",
+                    models.DecimalField(
+                        decimal_places=2,
+                        default=0,
+                        help_text="MQTT wear (0-128 scale) converted to a 0-100 percent",
+                        max_digits=5,
+                    ),
+                ),
+                ("last_seen_at", models.DateTimeField(auto_now=True)),
+                ("created_at", models.DateTimeField(auto_now_add=True)),
+                (
+                    "printer",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="hotends",
+                        to="bambu_run.printer",
+                    ),
+                ),
+            ],
+            options={
+                "verbose_name": "Hotend",
+                "verbose_name_plural": "Hotends",
+                "db_table": "infrastructure_hotend",
+                "ordering": ["printer", "-is_toolhead", "slot_number", "serial_number"],
+                "unique_together": {("printer", "serial_number")},
+            },
+        ),
+        migrations.CreateModel(
+            name="HotendSnapshot",
+            fields=[
+                (
+                    "id",
+                    models.BigAutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                ("raw_id", models.PositiveSmallIntegerField()),
+                ("used_time_seconds", models.PositiveIntegerField(default=0)),
+                (
+                    "wear_percent",
+                    models.DecimalField(decimal_places=2, default=0, max_digits=5),
+                ),
+                (
+                    "stat",
+                    models.IntegerField(
+                        blank=True,
+                        help_text="Raw MQTT status code for this hotend",
+                        null=True,
+                    ),
+                ),
+                (
+                    "timestamp",
+                    models.DateTimeField(
+                        db_index=True, default=django.utils.timezone.now
+                    ),
+                ),
+                (
+                    "hotend",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="snapshots",
+                        to="bambu_run.hotend",
+                    ),
+                ),
+                (
+                    "printer_metric",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="hotend_snapshots",
+                        to="bambu_run.printermetrics",
+                    ),
+                ),
+            ],
+            options={
+                "verbose_name": "Hotend Snapshot",
+                "verbose_name_plural": "Hotend Snapshots",
+                "db_table": "infrastructure_hotend_snapshot",
+                "ordering": ["printer_metric", "hotend"],
+                "indexes": [
+                    models.Index(
+                        fields=["printer_metric", "hotend"],
+                        name="infrastruct_printer_b528aa_idx",
+                    ),
+                    models.Index(
+                        fields=["hotend", "-timestamp"],
+                        name="infrastruct_hotend__691f7e_idx",
+                    ),
+                ],
+            },
+        ),
+    ]

bambu_run/migrations/0008_printermetrics_nozzle_info.py

@@ -0,0 +1,22 @@
+# Generated by Django 5.2.8 on 2026-06-20 14:22
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("bambu_run", "0007_hotend_hotendsnapshot"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="printermetrics",
+            name="nozzle_info",
+            field=models.JSONField(
+                blank=True,
+                default=list,
+                help_text="Parsed per-poll nozzle/hotend info list",
+            ),
+        ),
+    ]

bambu_run/models.py

@@ -2,6 +2,36 @@ from django.db import models
 from django.utils import timezone
 
 
+# Bambu AMS model-code → human-readable type label.
+# Source: live H2C MQTT probe — `print.ams.ams[i].info` field.
+# Add new codes as they are observed (e.g. AMS Lite, future variants).
+AMS_INFO_TO_TYPE = {
+    "1001": "AMS",
+    "1003": "AMS 2 Pro",
+    "2104": "AMS HT",
+}
+
+AMS_TYPE_CHOICES = [
+    ("AMS", "AMS"),
+    ("AMS 2 Pro", "AMS 2 Pro"),
+    ("AMS HT", "AMS HT"),
+]
+
+
+def ams_type_from_info(info_code) -> str:
+    """Resolve an AMS unit's `info` model code to a human label.
+
+    Real MQTT `info` codes are 8 characters (e.g. "10001003") with the type encoded
+    in the last 4 digits — confirmed against a live H2C with AMS 2 Pro / AMS / AMS HT.
+    Fall back to an exact match for the bare 4-digit form in case other firmware
+    reports it short.
+    """
+    if not info_code:
+        return ""
+    code = str(info_code)
+    return AMS_INFO_TO_TYPE.get(code[-4:], "") or AMS_INFO_TO_TYPE.get(code, "")
+
+
 class Printer(models.Model):
     """Represents a Bambu Lab 3D printer device"""
 
@@ -58,12 +88,32 @@ class PrinterMetrics(models.Model):
         max_digits=5, decimal_places=2, null=True, blank=True
     )
 
-    # Nozzle info
+    # Nozzle info — single-nozzle / right-side back-compat fields. On dual-nozzle
+    # printers (H2C) these mirror the right extruder; the left extruder uses the
+    # `_left` columns below.
     nozzle_diameter = models.DecimalField(
         max_digits=3, decimal_places=2, null=True, blank=True
     )
     nozzle_type = models.CharField(max_length=50, null=True, blank=True)
 
+    # H2C dual-nozzle: left-side fields (NULL on single-nozzle printers).
+    nozzle_temp_left = models.DecimalField(
+        max_digits=5, decimal_places=2, null=True, blank=True,
+        help_text="Left extruder current temperature (°C). H2C only."
+    )
+    nozzle_target_temp_left = models.DecimalField(
+        max_digits=5, decimal_places=2, null=True, blank=True,
+        help_text="Left extruder target temperature (°C). H2C only."
+    )
+    nozzle_diameter_left = models.DecimalField(
+        max_digits=3, decimal_places=2, null=True, blank=True,
+        help_text="Left nozzle diameter (mm). H2C only."
+    )
+    nozzle_type_left = models.CharField(
+        max_length=50, null=True, blank=True,
+        help_text="Left nozzle type (e.g. HS01-0.4). H2C only."
+    )
+
     # Print job status
     gcode_state = models.CharField(
         max_length=50, null=True, blank=True, help_text="FINISH, RUNNING, IDLE, etc."
@@ -184,6 +234,23 @@ class PrinterMetrics(models.Model):
         default=list, help_text="Light status report [{node, mode}]"
     )
 
+    # Groundwork for H2C's Vortek nozzle-changer rack (6 swappable hotends + 1 fixed
+    # left nozzle) — the full MQTT schema for per-slot state isn't confirmed yet, so
+    # the raw `print.device` payload is captured here unfiltered to avoid losing data
+    # ahead of proper per-slot modeling.
+    vortek_raw = models.JSONField(
+        default=dict, blank=True, help_text="Raw print.device MQTT payload (Vortek rack groundwork)"
+    )
+
+    # Parsed device.nozzle.info[] from this poll, one dict per entry (mirrors
+    # HotendInfo.to_dict()). Includes induction-chip hotends *and* non-inductive
+    # nozzle positions (e.g. H2C's fixed left nozzle) that have no stable serial
+    # number to key a Hotend registry row on — kept here so the dashboard can show
+    # their readable type/diameter without claiming an identity/history we don't have.
+    nozzle_info = models.JSONField(
+        default=list, blank=True, help_text="Parsed per-poll nozzle/hotend info list"
+    )
+
     class Meta:
         db_table = "infrastructure_printer_metrics"
         verbose_name = "Printer Metric"
@@ -259,6 +326,10 @@ class FilamentColor(models.Model):
         default='Bambu Lab',
         help_text="Manufacturer name"
     )
+    is_transparent = models.BooleanField(
+        default=False,
+        help_text="True for clear/transparent filaments — display as checkerboard, not solid color"
+    )
 
     created_at = models.DateTimeField(auto_now_add=True)
     updated_at = models.DateTimeField(auto_now=True)
@@ -329,6 +400,10 @@ class Filament(models.Model):
         max_length=7, null=True, blank=True,
         help_text="Color hex code for display (#RRGGBB)"
     )
+    is_transparent = models.BooleanField(
+        default=False,
+        help_text="True for clear/transparent filaments — display as checkerboard, not solid color"
+    )
 
     # Physical properties
     diameter = models.DecimalField(
@@ -357,7 +432,16 @@ class Filament(models.Model):
     )
     current_tray_id = models.IntegerField(
         null=True, blank=True,
-        help_text="Which AMS slot (0-3) if loaded"
+        help_text="Tray slot index within its AMS unit (0-3 for AMS/AMS 2 Pro, 0 for AMS HT)"
+    )
+    ams_unit_id = models.PositiveSmallIntegerField(
+        null=True, blank=True, db_index=True,
+        help_text="Which physical AMS unit this spool is loaded in (matches MQTT ams[i].id; 128 = AMS HT)"
+    )
+    ams_type = models.CharField(
+        max_length=32, blank=True, default="",
+        choices=AMS_TYPE_CHOICES,
+        help_text="Type of the AMS unit this spool is loaded in (AMS / AMS 2 Pro / AMS HT)"
     )
     last_loaded_date = models.DateTimeField(
         null=True, blank=True,
@@ -426,6 +510,15 @@ class FilamentSnapshot(models.Model):
         max_length=20, null=True, blank=True,
         help_text="Slot identifier like A00-W1"
     )
+    ams_unit_id = models.PositiveSmallIntegerField(
+        null=True, blank=True, db_index=True,
+        help_text="Which physical AMS unit this tray belongs to (matches MQTT ams[i].id; 128 = AMS HT)"
+    )
+    ams_type = models.CharField(
+        max_length=32, blank=True, default="",
+        choices=AMS_TYPE_CHOICES,
+        help_text="Type of the AMS unit this tray belongs to (AMS / AMS 2 Pro / AMS HT)"
+    )
 
     type = models.CharField(max_length=50, null=True, blank=True)
     sub_type = models.CharField(
@@ -473,9 +566,10 @@ class FilamentSnapshot(models.Model):
         db_table = "infrastructure_filament_snapshot"
         verbose_name = "Filament Snapshot"
         verbose_name_plural = "Filament Snapshots"
-        ordering = ['printer_metric', 'tray_id']
+        ordering = ['printer_metric', 'ams_unit_id', 'tray_id']
         indexes = [
             models.Index(fields=['printer_metric', 'tray_id']),
+            models.Index(fields=['printer_metric', 'ams_unit_id', 'tray_id']),
             models.Index(fields=['filament']),
         ]
 
@@ -484,6 +578,47 @@ class FilamentSnapshot(models.Model):
         return f"Tray {self.tray_id}: {filament_info}"
 
 
+class BambuCloudTask(models.Model):
+    """Cloud task record synced from Bambu Cloud API (v1/user-service/my/tasks)."""
+
+    task_id = models.BigIntegerField(unique=True, db_index=True, help_text="Bambu Cloud task ID (matches MQTT task_id)")
+    design_id = models.IntegerField(null=True, blank=True, help_text="Makerworld design ID")
+    design_title = models.CharField(max_length=500, blank=True, help_text="Human project name from Makerworld (designTitle)")
+    plate_title = models.CharField(max_length=500, blank=True, help_text="Plate/variant name (matches MQTT subtask_name)")
+    model_id = models.CharField(max_length=100, blank=True)
+    profile_id = models.BigIntegerField(null=True, blank=True, help_text="Bambu Cloud profile ID")
+    plate_index = models.SmallIntegerField(null=True, blank=True)
+    device_serial = models.CharField(max_length=100, blank=True, help_text="Printer serial number from cloud")
+    cover_url = models.URLField(max_length=1000, blank=True, help_text="Plate preview image URL from S3")
+    weight_grams = models.DecimalField(max_digits=8, decimal_places=2, null=True, blank=True, help_text="Actual filament weight reported by cloud")
+    length_mm = models.IntegerField(null=True, blank=True, help_text="Filament length in mm")
+    cost_time_seconds = models.IntegerField(null=True, blank=True, help_text="Cloud-measured print duration in seconds")
+    cloud_status = models.SmallIntegerField(null=True, blank=True, help_text="2=finish, 3=failed")
+    bed_type = models.CharField(max_length=50, blank=True)
+    use_ams = models.BooleanField(default=True)
+    print_mode = models.CharField(max_length=50, blank=True, help_text="cloud_file, local, etc.")
+    ams_detail_mapping = models.JSONField(default=list, help_text="Per-slot filament weight breakdown from cloud")
+    cloud_start_time = models.DateTimeField(null=True, blank=True)
+    cloud_end_time = models.DateTimeField(null=True, blank=True)
+    raw_data = models.JSONField(default=dict, help_text="Full task response — preserved for future use")
+    synced_at = models.DateTimeField(auto_now=True)
+
+    class Meta:
+        db_table = "infrastructure_cloud_task"
+        verbose_name = "Bambu Cloud Task"
+        verbose_name_plural = "Bambu Cloud Tasks"
+        ordering = ["-cloud_start_time"]
+        indexes = [
+            models.Index(fields=["task_id"]),
+            models.Index(fields=["design_id"]),
+            models.Index(fields=["-cloud_start_time"]),
+        ]
+
+    def __str__(self):
+        name = self.design_title or self.plate_title or f"task-{self.task_id}"
+        return f"{name} ({self.cloud_start_time.strftime('%Y-%m-%d') if self.cloud_start_time else 'unknown date'})"
+
+
 class PrintJob(models.Model):
     """Represents a single print job from start to finish"""
 
@@ -497,6 +632,16 @@ class PrintJob(models.Model):
     )
     gcode_file = models.CharField(max_length=200, null=True, blank=True)
 
+    cloud_task = models.ForeignKey(
+        'BambuCloudTask', on_delete=models.SET_NULL,
+        null=True, blank=True, related_name='print_jobs',
+        help_text="Linked Bambu Cloud task record (set by bambu_sync_cloud or collector)"
+    )
+    cloud_task_id_raw = models.BigIntegerField(
+        null=True, blank=True, db_index=True,
+        help_text="MQTT task_id — captured at job start, used to link cloud task"
+    )
+
     start_time = models.DateTimeField(help_text="When print started")
     end_time = models.DateTimeField(null=True, blank=True, help_text="When print finished/failed")
     duration_minutes = models.IntegerField(null=True, blank=True, help_text="Total print duration")
@@ -536,6 +681,13 @@ class PrintJob(models.Model):
         status = self.final_status or 'In Progress'
         return f"{self.project_name} ({status}) - {self.start_time.strftime('%Y-%m-%d %H:%M')}"
 
+    @property
+    def display_name(self):
+        """Human-readable job name: cloud design_title if available, else project_name."""
+        if self.cloud_task_id and self.cloud_task and self.cloud_task.design_title:
+            return self.cloud_task.design_title
+        return self.project_name
+
     def calculate_duration(self):
         """Calculate print duration if end_time is set"""
         if self.end_time and self.start_time:
@@ -556,6 +708,10 @@ class FilamentUsage(models.Model):
     )
 
     tray_id = models.IntegerField(help_text="Which AMS slot was used")
+    ams_unit_id = models.PositiveSmallIntegerField(
+        null=True, blank=True, db_index=True,
+        help_text="Which physical AMS unit the slot belongs to (matches MQTT ams[i].id; 128 = AMS HT)"
+    )
 
     starting_percent = models.IntegerField(help_text="Filament remaining % at job start")
     ending_percent = models.IntegerField(
@@ -593,3 +749,108 @@ class FilamentUsage(models.Model):
                 self.consumed_grams = int(
                     self.filament.initial_weight_grams * (self.consumed_percent / 100.0)
                 )
+
+
+class Hotend(models.Model):
+    """Registry of individual Vortek hotends, keyed by serial number.
+
+    A Vortek rack holds up to 6 swappable hotends (bays, MQTT `id` 16-21) plus
+    1 mounted on the toolhead at a time (MQTT `id` 0). `raw_id` reflects whichever
+    address was last seen on the wire for this hotend; `slot_number` is only set
+    when that address falls in the 16-21 rack-bay range — confirmed by watching
+    a "Read All" MQTT capture reassign a toolhead-mounted hotend's id from 0 to
+    its true bay id.
+    """
+
+    printer = models.ForeignKey(
+        'Printer', on_delete=models.CASCADE, related_name='hotends'
+    )
+    serial_number = models.CharField(max_length=100, db_index=True)
+
+    nozzle_type = models.CharField(max_length=50, blank=True, default="")
+    diameter = models.DecimalField(
+        max_digits=3, decimal_places=2, null=True, blank=True
+    )
+
+    raw_id = models.PositiveSmallIntegerField(
+        help_text="Last-seen MQTT device.nozzle.info[].id"
+    )
+    slot_number = models.PositiveSmallIntegerField(
+        null=True, blank=True,
+        help_text="Rack bay 1-6, derived from raw_id 16-21. Null if currently unknown (e.g. mounted on toolhead and id reports as the 0 sentinel)."
+    )
+    is_toolhead = models.BooleanField(
+        default=False,
+        help_text="True if currently mounted on the toolhead under normal polling (raw_id == 0)."
+    )
+
+    last_filament_profile_id = models.CharField(
+        max_length=20, blank=True, default="",
+        help_text="Bambu material profile id of the filament last loaded (MQTT fila_id, e.g. 'GFA01')"
+    )
+    last_color = models.CharField(
+        max_length=6, blank=True, default="",
+        help_text="6-char hex of the filament last loaded (MQTT color_m, alpha stripped)"
+    )
+
+    used_time_seconds = models.PositiveIntegerField(default=0)
+    wear_percent = models.DecimalField(
+        max_digits=5, decimal_places=2, default=0,
+        help_text="MQTT wear (0-128 scale) converted to a 0-100 percent"
+    )
+
+    last_seen_at = models.DateTimeField(auto_now=True)
+    created_at = models.DateTimeField(auto_now_add=True)
+
+    class Meta:
+        db_table = "infrastructure_hotend"
+        verbose_name = "Hotend"
+        verbose_name_plural = "Hotends"
+        ordering = ['printer', '-is_toolhead', 'slot_number', 'serial_number']
+        unique_together = [['printer', 'serial_number']]
+
+    def __str__(self):
+        location = "Toolhead" if self.is_toolhead else (
+            f"Slot {self.slot_number}" if self.slot_number else "Rack"
+        )
+        return f"{self.serial_number} ({location})"
+
+    @property
+    def used_time_display(self) -> str:
+        hours, remainder = divmod(self.used_time_seconds, 3600)
+        minutes = remainder // 60
+        return f"{hours}h {minutes}m" if hours else f"{minutes}m"
+
+
+class HotendSnapshot(models.Model):
+    """Point-in-time reading of a Hotend, one row per collector poll."""
+
+    printer_metric = models.ForeignKey(
+        'PrinterMetrics', on_delete=models.CASCADE,
+        related_name='hotend_snapshots'
+    )
+    hotend = models.ForeignKey(
+        'Hotend', on_delete=models.CASCADE,
+        related_name='snapshots'
+    )
+
+    raw_id = models.PositiveSmallIntegerField()
+    used_time_seconds = models.PositiveIntegerField(default=0)
+    wear_percent = models.DecimalField(max_digits=5, decimal_places=2, default=0)
+    stat = models.IntegerField(
+        null=True, blank=True, help_text="Raw MQTT status code for this hotend"
+    )
+    timestamp = models.DateTimeField(default=timezone.now, db_index=True)
+
+    class Meta:
+        db_table = "infrastructure_hotend_snapshot"
+        verbose_name = "Hotend Snapshot"
+        verbose_name_plural = "Hotend Snapshots"
+        ordering = ['printer_metric', 'hotend']
+        indexes = [
+            models.Index(fields=['printer_metric', 'hotend']),
+            models.Index(fields=['hotend', '-timestamp']),
+        ]
+
+    def __str__(self):
+        return f"{self.hotend.serial_number} @ {self.timestamp.strftime('%Y-%m-%d %H:%M:%S')}"

bambu_run/mqtt_client.py

@@ -296,6 +296,73 @@ class AMSState:
         return loaded
 
 
+@dataclass
+class HotendInfo:
+    """A single hotend reported in `device.nozzle.info[]` (Vortek rack).
+
+    `raw_id` semantics (confirmed by watching a live "Read All" MQTT capture):
+    0 = currently mounted on the (swappable) toolhead — the sentinel hides the
+    true bay address until "Read All" resolves it; 1 = the fixed left nozzle on
+    dual-nozzle printers (no RFID chip, always reports sn="N/A"); 16-21 = rack
+    bay address, slot_number = raw_id - 15 (1-6).
+    """
+    raw_id: int = 0
+    serial_number: str = ""
+    nozzle_type: str = ""
+    diameter: float = 0.4
+    fila_id: str = ""
+    color: Optional[str] = None
+    used_time_seconds: int = 0
+    wear_percent: float = 0.0
+    stat: int = 0
+
+    @classmethod
+    def from_dict(cls, data: Dict[str, Any]) -> "HotendInfo":
+        from .utils import strip_color_padding
+
+        return cls(
+            raw_id=int(data.get("id", 0)),
+            serial_number=data.get("sn", ""),
+            nozzle_type=data.get("type", ""),
+            diameter=float(data.get("diameter", 0.4)),
+            fila_id=data.get("fila_id", ""),
+            color=strip_color_padding(data.get("color_m")),
+            used_time_seconds=int(data.get("p_t", 0)),
+            wear_percent=round(float(data.get("wear", 0.0)) / 128.0 * 100, 2),
+            stat=int(data.get("stat", 0)),
+        )
+
+    @property
+    def is_toolhead(self) -> bool:
+        return self.raw_id == 0
+
+    @property
+    def is_empty(self) -> bool:
+        return self.serial_number in ("", "N/A")
+
+    @property
+    def slot_number(self) -> Optional[int]:
+        if 16 <= self.raw_id <= 21:
+            return self.raw_id - 15
+        return None
+
+    def to_dict(self) -> Dict[str, Any]:
+        return {
+            "raw_id": self.raw_id,
+            "serial_number": self.serial_number,
+            "nozzle_type": self.nozzle_type,
+            "diameter": self.diameter,
+            "fila_id": self.fila_id,
+            "color": self.color,
+            "used_time_seconds": self.used_time_seconds,
+            "wear_percent": self.wear_percent,
+            "stat": self.stat,
+            "is_toolhead": self.is_toolhead,
+            "is_empty": self.is_empty,
+            "slot_number": self.slot_number,
+        }
+
+
 @dataclass
 class PrinterState:
     """Complete printer state parsed from MQTT data"""
@@ -335,10 +402,16 @@ class PrinterState:
     wifi_signal: str = ""
     wifi_signal_dbm: int = 0
 
-    # Nozzle info
+    # Nozzle info — single-nozzle / right-side back-compat fields.
     nozzle_diameter: float = 0.4
     nozzle_type: str = ""
 
+    # H2C dual-nozzle: left-side fields (None on single-nozzle printers).
+    nozzle_temp_left: Optional[float] = None
+    nozzle_target_temp_left: Optional[float] = None
+    nozzle_diameter_left: Optional[float] = None
+    nozzle_type_left: Optional[str] = None
+
     # System status
     home_flag: int = 0
     hw_switch_state: int = 0
@@ -382,6 +455,9 @@ class PrinterState:
     # External spool (virtual tray)
     vt_tray: Optional[Dict[str, Any]] = None
 
+    # Vortek hotend rack (device.nozzle.info[])
+    hotends: List[HotendInfo] = field(default_factory=list)
+
     # Raw data for any additional fields
     _raw_data: Dict[str, Any] = field(default_factory=dict, repr=False)
 
@@ -410,6 +486,27 @@ class PrinterState:
 
         wifi_signal = print_data.get("wifi_signal", "")
 
+        # H2C dual-nozzle decoding. The H2C reports per-extruder temperatures
+        # under `print.device.extruder.info[]` as a 2-element array (index 0 =
+        # right, index 1 = left). The `temp` field is bit-packed:
+        # `temp_raw = (target << 16) | current`, both °C as ints.
+        nozzle_temp_left = None
+        nozzle_target_temp_left = None
+        device = print_data.get("device") or {}
+        extruders = (device.get("extruder") or {}).get("info") or []
+        if len(extruders) >= 2:
+            left = extruders[1]
+            t = left.get("temp")
+            if isinstance(t, int):
+                nozzle_target_temp_left = float((t >> 16) & 0xFFFF)
+                nozzle_temp_left = float(t & 0xFFFF)
+
+        # Vortek hotend rack: device.nozzle.info[] — one entry per hotend.
+        hotends = [
+            HotendInfo.from_dict(h)
+            for h in (device.get("nozzle") or {}).get("info") or []
+        ]
+
         return cls(
             timestamp=timestamp,
             sequence_id=str(print_data.get("sequence_id", "")),
@@ -438,6 +535,13 @@ class PrinterState:
             wifi_signal_dbm=cls._parse_wifi_signal(wifi_signal),
             nozzle_diameter=float(print_data.get("nozzle_diameter", 0.4)),
             nozzle_type=print_data.get("nozzle_type", ""),
+            nozzle_temp_left=nozzle_temp_left,
+            nozzle_target_temp_left=nozzle_target_temp_left,
+            # Diameter/type per side: H2C currently uses uniform nozzles, so reuse top-level
+            # values. If a future probe shows per-side diameter/type variance, plumb it from
+            # `device.nozzle.info[]` cross-referenced against `device.extruder.info[i].id`.
+            nozzle_diameter_left=float(print_data.get("nozzle_diameter", 0.4)) if nozzle_temp_left is not None else None,
+            nozzle_type_left=print_data.get("nozzle_type", "") if nozzle_temp_left is not None else None,
             home_flag=int(print_data.get("home_flag", 0)),
             hw_switch_state=int(print_data.get("hw_switch_state", 0)),
             mc_print_stage=str(print_data.get("mc_print_stage", "")),
@@ -459,6 +563,7 @@ class PrinterState:
             gcode_file_prepare_percent=str(print_data.get("gcode_file_prepare_percent", "")),
             lifecycle=print_data.get("lifecycle", ""),
             vt_tray=print_data.get("vt_tray"),
+            hotends=hotends,
             _raw_data=data,
         )
 
@@ -473,6 +578,14 @@ class PrinterState:
             "chamber_temp": round(self.chamber_temp, 2),
             "nozzle_diameter": self.nozzle_diameter,
             "nozzle_type": self.nozzle_type,
+            "nozzle_temp_left": (
+                round(self.nozzle_temp_left, 2) if self.nozzle_temp_left is not None else None
+            ),
+            "nozzle_target_temp_left": (
+                round(self.nozzle_target_temp_left, 2) if self.nozzle_target_temp_left is not None else None
+            ),
+            "nozzle_diameter_left": self.nozzle_diameter_left,
+            "nozzle_type_left": self.nozzle_type_left,
             "gcode_state": self.gcode_state,
             "print_type": self.print_type,
             "print_percent": self.print_percent,
@@ -482,6 +595,8 @@ class PrinterState:
             "print_line_number": self.print_line_number,
             "subtask_name": self.subtask_name,
             "gcode_file": self.gcode_file,
+            "task_id": self.task_id,
+            "project_id": self.project_id,
             "cooling_fan_speed": self.cooling_fan_speed,
             "heatbreak_fan_speed": self.heatbreak_fan_speed,
             "big_fan1_speed": self.big_fan1_speed,
@@ -491,6 +606,11 @@ class PrinterState:
             "wifi_signal_dbm": self.wifi_signal_dbm,
             "print_error": self.print_error,
             "has_errors": self.print_error != 0,
+            # Full `print.device` payload, unfiltered. H2C's Vortek rack (6 swappable
+            # hotends + 1 fixed left nozzle) isn't fully modeled yet — stash everything
+            # here so no data is lost once the real Vortek MQTT schema is confirmed.
+            "vortek_raw": self._raw_data.get("print", {}).get("device", {}),
+            "hotends": [h.to_dict() for h in self.hotends],
             "hms": self.hms,
             "stg_cur": self.stg_cur,
             "lights_report": self.lights_report,
@@ -513,8 +633,19 @@ class PrinterState:
             snapshot["tray_now"] = self.ams.tray_now
             snapshot["ams_version"] = self.ams.version
 
+            from .models import ams_type_from_info
+
             filaments = []
             for unit in self.ams.units:
+                # `unit_id` is the AMS unit's own id from the MQTT payload — for the
+                # original AMS / AMS 2 Pro it's a small int (0,1,2,...); for AMS HT
+                # it has the 0x80 bit set (e.g. 128). Don't compute tray_id // 4 —
+                # multi-AMS-type setups are not contiguous.
+                try:
+                    unit_id_int = int(unit.unit_id)
+                except (TypeError, ValueError):
+                    unit_id_int = None
+                ams_type_label = ams_type_from_info(unit.info)
                 for tray in unit.trays:
                     if tray.tray_type:
                         filaments.append({
@@ -540,6 +671,9 @@ class PrinterState:
                             "tray_bed_temp": tray.tray_bed_temp,
                             "bed_temp_type": tray.bed_temp_type,
                             "cols": tray.cols,
+                            "ams_unit_id": unit_id_int,
+                            "ams_info": unit.info,
+                            "ams_type": ams_type_label,
                         })
             snapshot["filaments"] = filaments
 
@@ -550,6 +684,7 @@ class PrinterState:
                     "ams_id": unit.ams_id,
                     "chip_id": unit.chip_id,
                     "info": unit.info,
+                    "ams_type": ams_type_from_info(unit.info),
                     "humidity": unit.humidity,
                     "humidity_raw": unit.humidity_raw,
                     "temp": unit.temp,

bambu_run/static/bambu_run/css/dashboard.css

@@ -64,3 +64,93 @@
     opacity: 0.9;
     color: rgba(255, 255, 255, 0.9);
 }
+
+/* AMS unit type colors — CSS variables so RAE/standalone can override per theme */
+:root {
+    --ams-badge-ams: #6c757d;
+    --ams-badge-ams-2-pro: #0d6efd;
+    --ams-badge-ams-ht: #fd7e14;
+    --ams-group-border-color: rgba(0, 0, 0, 0.15);
+}
+
+[data-coreui-theme="dark"] {
+    --ams-group-border-color: rgba(255, 255, 255, 0.2);
+}
+
+.ams-badge-ams {
+    background-color: var(--ams-badge-ams);
+    color: #fff;
+}
+
+.ams-badge-ams-2-pro {
+    background-color: var(--ams-badge-ams-2-pro);
+    color: #fff;
+}
+
+.ams-badge-ams-ht {
+    background-color: var(--ams-badge-ams-ht);
+    color: #fff;
+}
+
+.ams-filter-pills {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 0.5rem;
+}
+
+.ams-filter-pill {
+    border-radius: 50rem;
+    padding: 0.25rem 0.9rem;
+    font-size: 0.85rem;
+    border: 1px solid var(--ams-group-border-color);
+    background-color: transparent;
+    opacity: 0.6;
+}
+
+.ams-filter-pill.active {
+    opacity: 1;
+    font-weight: 600;
+    border-color: currentColor;
+}
+
+/* Grouped AMS unit panels — wide (multi-slot) units stack one per row,
+   compact (single-slot, e.g. AMS HT) units flow side-by-side and wrap. */
+.ams-groups {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 1rem;
+}
+
+.ams-group {
+    border-radius: 0.5rem;
+    padding: 0.75rem;
+    border: 1px solid var(--ams-group-border-color);
+}
+
+.ams-group--wide {
+    flex: 1 1 100%;
+}
+
+.ams-group--compact {
+    flex: 0 1 auto;
+    min-width: 220px;
+}
+
+.ams-badge-bg-ams {
+    background-color: color-mix(in srgb, var(--ams-badge-ams) 8%, transparent);
+    border-left: 3px solid var(--ams-badge-ams);
+}
+
+.ams-badge-bg-ams-2-pro {
+    background-color: color-mix(in srgb, var(--ams-badge-ams-2-pro) 8%, transparent);
+    border-left: 3px solid var(--ams-badge-ams-2-pro);
+}
+
+.ams-badge-bg-ams-ht {
+    background-color: color-mix(in srgb, var(--ams-badge-ams-ht) 8%, transparent);
+    border-left: 3px solid var(--ams-badge-ams-ht);
+}
+
+.ams-badge-bg- {
+    border-left: 3px solid var(--ams-group-border-color);
+}

bambu_run/static/bambu_run/js/filament_form.js

@@ -0,0 +1,156 @@
+/**
+ * filament_form.js — Filament add/edit form interactions.
+ *
+ * Handles:
+ *   - Filament type preset → auto-fill Type / Sub Type / Brand
+ *   - Transparent checkbox → toggle color picker vs. checkerboard swatch
+ *   - Color picker ↔ hex text sync
+ *   - Delete confirmation modal
+ */
+
+document.addEventListener('DOMContentLoaded', function () {
+
+    // ── Filament type preset auto-fill ────────────────────────────────────────
+
+    const dataEl = document.getElementById('filament-type-data');
+    const filamentTypeMap = dataEl ? JSON.parse(dataEl.textContent) : {};
+
+    const filamentTypeSelect = document.getElementById('id_filament_type');
+    const typeField    = document.getElementById('id_type');
+    const subTypeField = document.getElementById('id_sub_type');
+    const brandField   = document.getElementById('id_brand');
+
+    if (filamentTypeSelect) {
+        filamentTypeSelect.addEventListener('change', function () {
+            const mapping = filamentTypeMap[this.value];
+            if (mapping && typeField && subTypeField && brandField) {
+                typeField.value    = mapping.type;
+                subTypeField.value = mapping.sub_type;
+                brandField.value   = mapping.brand;
+            }
+        });
+    }
+
+    // ── Transparent toggle ────────────────────────────────────────────────────
+
+    const transparentCheckbox = document.getElementById('id_is_transparent');
+    const transparentSwatch   = document.getElementById('transparent-swatch');
+    const colorPicker         = document.getElementById('id_color_hex_picker');
+    const colorText           = document.getElementById('id_color_hex_text');
+
+    /**
+     * Show checkerboard swatch and disable color inputs when transparent,
+     * restore normal color picker when not transparent.
+     * @param {boolean} isTransparent
+     */
+    function applyTransparentState(isTransparent) {
+        if (!colorPicker) return;
+        if (isTransparent) {
+            transparentSwatch.style.display = 'block';
+            colorPicker.style.display       = 'none';
+            colorPicker.disabled            = true;
+            if (colorText) { colorText.disabled = true; colorText.value = ''; }
+        } else {
+            transparentSwatch.style.display = 'none';
+            colorPicker.style.display       = '';
+            colorPicker.disabled            = false;
+            if (colorText) { colorText.disabled = false; }
+        }
+    }
+
+    if (transparentCheckbox) {
+        applyTransparentState(transparentCheckbox.checked);
+        transparentCheckbox.addEventListener('change', function () {
+            applyTransparentState(this.checked);
+        });
+    }
+
+    // ── Color picker ↔ hex text sync ──────────────────────────────────────────
+
+    if (colorPicker && colorText) {
+        colorPicker.addEventListener('input', function () {
+            colorText.value = this.value.toUpperCase();
+        });
+
+        colorText.addEventListener('input', function () {
+            const value = this.value.trim();
+            if (/^#[0-9A-Fa-f]{6}$/.test(value)) {
+                colorPicker.value = value;
+                this.classList.remove('is-invalid');
+            } else if (value.length === 7) {
+                this.classList.add('is-invalid');
+            }
+        });
+
+        if (colorText.value && /^#[0-9A-Fa-f]{6}$/.test(colorText.value)) {
+            colorPicker.value = colorText.value;
+        } else if (colorPicker.value && !colorText.value) {
+            colorText.value = colorPicker.value.toUpperCase();
+        }
+    }
+
+    // ── Delete confirmation modal ─────────────────────────────────────────────
+
+    const deleteConfirmText = document.getElementById('deleteConfirmText');
+    const confirmDeleteBtn  = document.getElementById('confirmDeleteBtn');
+    const deleteForm        = document.getElementById('deleteForm');
+    const deleteModal       = document.getElementById('deleteModal');
+
+    if (deleteConfirmText && confirmDeleteBtn) {
+        deleteConfirmText.addEventListener('input', function () {
+            const value = this.value.trim();
+            if (value === 'DELETE') {
+                confirmDeleteBtn.disabled = false;
+                this.classList.remove('is-invalid');
+                this.classList.add('is-valid');
+            } else {
+                confirmDeleteBtn.disabled = true;
+                this.classList.remove('is-valid');
+                if (value.length > 0) {
+                    this.classList.add('is-invalid');
+                } else {
+                    this.classList.remove('is-invalid');
+                }
+            }
+        });
+
+        if (deleteForm) {
+            deleteForm.addEventListener('submit', function (e) {
+                if (confirmDeleteBtn.disabled) {
+                    e.preventDefault();
+                    alert('Please type DELETE to confirm deletion');
+                    return false;
+                }
+                return true;
+            });
+        }
+
+        if (deleteModal) {
+            deleteModal.addEventListener('hidden.bs.modal', function () {
+                deleteConfirmText.value = '';
+                confirmDeleteBtn.disabled = true;
+                deleteConfirmText.classList.remove('is-valid', 'is-invalid');
+            });
+
+            deleteModal.addEventListener('shown.bs.modal', function () {
+                deleteConfirmText.focus();
+            });
+        }
+    }
+
+    // ── Delete button modal opener (backup) ───────────────────────────────────
+
+    const deleteBtn = document.getElementById('deleteBtn');
+    if (deleteBtn && deleteModal) {
+        deleteBtn.addEventListener('click', function () {
+            if (!deleteModal.classList.contains('show')) {
+                if (typeof bootstrap !== 'undefined') {
+                    bootstrap.Modal.getOrCreateInstance(deleteModal).show();
+                } else if (typeof coreui !== 'undefined' && coreui.Modal) {
+                    coreui.Modal.getOrCreateInstance(deleteModal).show();
+                }
+            }
+        });
+    }
+
+});

bambu_run/static/bambu_run/js/printer_charts.js

@@ -1,7 +1,7 @@
 // 3D Printer Charts Initialization and Management
 // Chart.js implementation for printer metrics visualization
 
-let nozzleTempChart, bedTempChart, printProgressChart, fanSpeedsChart;
+let nozzleTempChart, nozzleTempLeftChart, bedTempChart, printProgressChart, fanSpeedsChart;
 let wifiSignalChart, amsConditionsChart, layerProgressChart, filamentTimelineChart;
 
 function showNoDataMessage(canvasId) {
@@ -75,6 +75,50 @@ function initPrinterCharts(printerData, apiUrl) {
         options: getTemperatureChartOptions(tickColor, gridColor, '°C')
     });
 
+    // Initialize Left Nozzle Temperature Chart (H2C-class dual-nozzle).
+    // Mounted only when the canvas exists AND the API returned non-null
+    // left-side samples — single-nozzle printers leave the column NULL.
+    const nozzleLeftCanvas = document.getElementById('nozzleTempLeftChart');
+    const hasLeftData = Array.isArray(printerData.nozzle_temp_left)
+        && printerData.nozzle_temp_left.some(v => v !== null && v !== undefined);
+    if (nozzleLeftCanvas && hasLeftData) {
+        const nozzleLeftCtx = nozzleLeftCanvas.getContext('2d');
+        nozzleTempLeftChart = new Chart(nozzleLeftCtx, {
+            type: 'line',
+            data: {
+                labels: printerData.timestamps,
+                datasets: [
+                    {
+                        label: 'Actual Temp (Left)',
+                        data: printerData.nozzle_temp_left,
+                        borderColor: 'rgb(54, 162, 235)',
+                        backgroundColor: 'rgba(54, 162, 235, 0.1)',
+                        tension: 0.3,
+                        borderWidth: 2,
+                        pointRadius: 0,
+                        pointHoverRadius: 3,
+                        spanGaps: true
+                    },
+                    {
+                        label: 'Target Temp (Left)',
+                        data: printerData.nozzle_target_temp_left,
+                        borderColor: 'rgb(153, 102, 255)',
+                        backgroundColor: 'rgba(153, 102, 255, 0.05)',
+                        borderDash: [5, 5],
+                        tension: 0.3,
+                        borderWidth: 2,
+                        pointRadius: 0,
+                        pointHoverRadius: 3,
+                        spanGaps: true
+                    }
+                ]
+            },
+            options: getTemperatureChartOptions(tickColor, gridColor, '°C')
+        });
+    } else if (nozzleLeftCanvas) {
+        showNoDataMessage('nozzleTempLeftChart');
+    }
+
     // Initialize Bed Temperature Chart
     const bedCtx = document.getElementById('bedTempChart').getContext('2d');
     bedTempChart = new Chart(bedCtx, {
@@ -581,8 +625,23 @@ function createFilamentDatasets(filamentTimeline, timestamps) {
         data: filamentTimeline[key]
     }));
 
-    // Sort by tray_id (numeric first, External last), then by start_idx (chronological)
+    // Distinct (non-null/undefined) AMS units present in this timeline — used to decide
+    // whether labels need an AMS unit prefix (avoid noise for the common single-AMS case).
+    const distinctUnits = new Set(
+        filamentEntries
+            .map(e => e.data.ams_unit_id)
+            .filter(uid => uid !== null && uid !== undefined)
+    );
+    const showUnitPrefix = distinctUnits.size > 1;
+
+    // Sort by AMS unit, then tray_id (numeric first, External last), then by start_idx
     filamentEntries.sort((a, b) => {
+        const unitA = a.data.ams_unit_id ?? -1;
+        const unitB = b.data.ams_unit_id ?? -1;
+        if (unitA !== unitB) {
+            return unitA - unitB;
+        }
+
         const trayA = a.data.tray_id;
         const trayB = b.data.tray_id;
 
@@ -615,6 +674,10 @@ function createFilamentDatasets(filamentTimeline, timestamps) {
             displayLabel = `Tray ${filament.tray_id} (${filament.type})`;
         }
 
+        if (showUnitPrefix && filament.ams_type) {
+            displayLabel = `${filament.ams_type} · ${displayLabel}`;
+        }
+
         // Add brand if it's different from type (avoid redundancy)
         if (filament.brand && filament.brand !== filament.type && filament.brand !== 'External') {
             displayLabel += ` - ${filament.brand}`;
@@ -646,8 +709,20 @@ function hexToRgba(hex, alpha) {
 function applyFilamentColors() {
     // Apply colors to filament cards
     document.querySelectorAll('.filament-card').forEach(card => {
+        const isTransparent = card.getAttribute('data-filament-transparent') === 'true';
         const colorHex = card.getAttribute('data-filament-color');
-        if (colorHex) {
+
+        if (isTransparent) {
+            // Checkerboard left border and subtle background for clear filaments
+            card.style.borderLeft = '4px solid #aaa';
+            card.style.background = 'repeating-conic-gradient(rgba(180,180,180,0.15) 0% 25%, transparent 0% 50%) 0 0/10px 10px';
+
+            const badge = card.querySelector('.filament-badge');
+            if (badge) {
+                badge.style.backgroundColor = '#aaa';
+                badge.style.color = '#fff';
+            }
+        } else if (colorHex) {
             const color = '#' + colorHex;
 
             // Set card background with gradient
@@ -690,7 +765,7 @@ function updateChartTheme() {
 
     // Update all charts
     const charts = [
-        nozzleTempChart, bedTempChart, printProgressChart, fanSpeedsChart,
+        nozzleTempChart, nozzleTempLeftChart, bedTempChart, printProgressChart, fanSpeedsChart,
         wifiSignalChart, amsConditionsChart, layerProgressChart, filamentTimelineChart
     ];
 
@@ -792,7 +867,7 @@ function applyDateSeparatorsToAllPrinterCharts(timestamps, dates) {
     const sepAnnotations = buildDateSeparatorAnnotations(timestamps, dates);
 
     const charts = [
-        nozzleTempChart, bedTempChart, printProgressChart, fanSpeedsChart,
+        nozzleTempChart, nozzleTempLeftChart, bedTempChart, printProgressChart, fanSpeedsChart,
         wifiSignalChart, amsConditionsChart, layerProgressChart, filamentTimelineChart
     ];
 

bambu_run/static/bambu_run/js/printer_charts_control.js

@@ -200,6 +200,13 @@ function updateAllPrinterCharts(data) {
         { data: data.nozzle_target_temp, datasetIndex: 1 }
     ]);
 
+    if (typeof nozzleTempLeftChart !== 'undefined' && nozzleTempLeftChart) {
+        updateChartData(nozzleTempLeftChart, data.timestamps, [
+            { data: data.nozzle_temp_left || [], datasetIndex: 0 },
+            { data: data.nozzle_target_temp_left || [], datasetIndex: 1 }
+        ]);
+    }
+
     updateChartData(bedTempChart, data.timestamps, [
         { data: data.bed_temp, datasetIndex: 0 },
         { data: data.bed_target_temp, datasetIndex: 1 }
@@ -269,7 +276,7 @@ function addProjectMarkersToCharts(markers, timestamps) {
     console.log('Adding project markers:', markers);
 
     const charts = [
-        nozzleTempChart, bedTempChart, printProgressChart, fanSpeedsChart,
+        nozzleTempChart, nozzleTempLeftChart, bedTempChart, printProgressChart, fanSpeedsChart,
         wifiSignalChart, amsConditionsChart, layerProgressChart, filamentTimelineChart
     ];
 
@@ -400,7 +407,7 @@ function resetPrinterControls() {
 
     // Clear annotations and reload with original data
     const charts = [
-        nozzleTempChart, bedTempChart, printProgressChart, fanSpeedsChart,
+        nozzleTempChart, nozzleTempLeftChart, bedTempChart, printProgressChart, fanSpeedsChart,
         wifiSignalChart, amsConditionsChart, layerProgressChart, filamentTimelineChart
     ];
 

bambu_run/templates/bambu_run/filament_color_list.html

@@ -54,11 +54,19 @@
                         {% for color in colors %}
                         <tr>
                             <td class="align-middle">
+                                {% if color.is_transparent %}
+                                <div style="width: 50px; height: 50px; border-radius: 4px; border: 2px solid #ddd; background: repeating-conic-gradient(#ccc 0% 25%, #fff 0% 50%) 0 0/10px 10px;" title="Clear / Transparent"></div>
+                                {% else %}
                                 <div style="width: 50px; height: 50px; background-color: {{ color.get_hex_color }}; border-radius: 4px; border: 2px solid #ddd;"></div>
+                                {% endif %}
                             </td>
                             <td class="align-middle"><strong>{{ color.color_name }}</strong></td>
                             <td class="align-middle">
+                                {% if color.is_transparent %}
+                                <span class="text-muted fst-italic">Clear / Transparent</span>
+                                {% else %}
                                 <span class="font-monospace">{{ color.get_hex_color }}</span>
+                                {% endif %}
                             </td>
                             <td class="align-middle">
                                 <span class="badge bg-secondary">{{ color.filament_type }}</span>

bambu_run/templates/bambu_run/filament_detail.html

@@ -27,10 +27,14 @@
                 <div class="card-body">
                     <h6>Color</h6>
                     <div class="d-flex align-items-center">
+                        {% if filament.is_transparent %}
+                        <div style="width: 50px; height: 50px; border-radius: 8px; margin-right: 15px; border: 2px solid #ddd; background: repeating-conic-gradient(#ccc 0% 25%, #fff 0% 50%) 0 0/10px 10px;" title="Clear / Transparent"></div>
+                        {% else %}
                         <div style="width: 50px; height: 50px; background-color: {{ filament.color_hex|default:'#999' }}; border-radius: 8px; margin-right: 15px; border: 2px solid #ddd;"></div>
+                        {% endif %}
                         <div>
                             <strong>{{ filament.color }}</strong><br>
-                            <small class="text-muted">{{ filament.color_hex }}</small>
+                            <small class="text-muted">{% if filament.is_transparent %}Clear / Transparent{% else %}{{ filament.color_hex }}{% endif %}</small>
                         </div>
                     </div>
                 </div>
@@ -150,7 +154,7 @@
                     <tbody>
                         {% for usage in print_usages %}
                         <tr>
-                            <td>{{ usage.print_job.project_name }}</td>
+                            <td>{{ usage.print_job.display_name }}</td>
                             <td>{{ usage.print_job.start_time|date:"Y-m-d H:i" }}</td>
                             <td>Tray {{ usage.tray_id }}</td>
                             <td>{{ usage.consumed_percent|default:"?" }}% ({{ usage.consumed_grams|default:"?" }}g)</td>

bambu_run/templates/bambu_run/filament_form.html

@@ -43,6 +43,14 @@
                 <hr>
                 <h5>Specifications</h5>
 
+                <div class="row mb-3">
+                    <div class="col-md-12">
+                        <label class="form-label">Filament Type Preset</label>
+                        {{ form.filament_type }}
+                        <small class="form-text text-muted">Selecting a preset auto-fills Type, Sub Type, and Brand below.</small>
+                    </div>
+                </div>
+
                 <div class="row mb-3">
                     <div class="col-md-3">
                         <label class="form-label">Type *</label>
@@ -62,12 +70,19 @@
                     </div>
                 </div>
 
-                <div class="row mb-3">
-                    <div class="col-md-3">
+                <div class="row mb-3 align-items-end">
+                    <div class="col-md-2">
                         <label class="form-label">Color Picker</label>
+                        <div id="transparent-swatch" style="display:none; width:100%; height:38px; border-radius:4px; border:1px solid #ddd; background: repeating-conic-gradient(#ccc 0% 25%, #fff 0% 50%) 0 0/10px 10px;" title="Clear / Transparent"></div>
                         {{ form.color_hex }}
                     </div>
-                    <div class="col-md-3">
+                    <div class="col-md-2">
+                        <div class="form-check mt-4">
+                            {{ form.is_transparent }}
+                            <label class="form-check-label" for="id_is_transparent">Transparent / Clear</label>
+                        </div>
+                    </div>
+                    <div class="col-md-2">
                         <label class="form-label">{{ form.color_hex_text.label }}</label>
                         {{ form.color_hex_text }}
                         <small class="form-text text-muted">e.g. #0A2CA5</small>
@@ -209,95 +224,7 @@
 {% endblock %}
 
 {% block extra_js %}
-<script>
-    // Sync color picker and text input
-    const colorPicker = document.getElementById('id_color_hex_picker');
-    const colorText = document.getElementById('id_color_hex_text');
-
-    if (colorPicker && colorText) {
-        colorPicker.addEventListener('input', function() {
-            colorText.value = this.value.toUpperCase();
-        });
-
-        colorText.addEventListener('input', function() {
-            const value = this.value.trim();
-            if (/^#[0-9A-Fa-f]{6}$/.test(value)) {
-                colorPicker.value = value;
-                this.classList.remove('is-invalid');
-            } else if (value.length === 7) {
-                this.classList.add('is-invalid');
-            }
-        });
-
-        if (colorText.value && /^#[0-9A-Fa-f]{6}$/.test(colorText.value)) {
-            colorPicker.value = colorText.value;
-        } else if (colorPicker.value && !colorText.value) {
-            colorText.value = colorPicker.value.toUpperCase();
-        }
-    }
-
-    // Delete confirmation logic
-    const deleteConfirmText = document.getElementById('deleteConfirmText');
-    const confirmDeleteBtn = document.getElementById('confirmDeleteBtn');
-    const deleteForm = document.getElementById('deleteForm');
-    const deleteModal = document.getElementById('deleteModal');
-
-    if (deleteConfirmText && confirmDeleteBtn) {
-        deleteConfirmText.addEventListener('input', function() {
-            const value = this.value.trim();
-            if (value === 'DELETE') {
-                confirmDeleteBtn.disabled = false;
-                this.classList.remove('is-invalid');
-                this.classList.add('is-valid');
-            } else {
-                confirmDeleteBtn.disabled = true;
-                this.classList.remove('is-valid');
-                if (value.length > 0) {
-                    this.classList.add('is-invalid');
-                } else {
-                    this.classList.remove('is-invalid');
-                }
-            }
-        });
-
-        if (deleteForm) {
-            deleteForm.addEventListener('submit', function(e) {
-                if (confirmDeleteBtn.disabled) {
-                    e.preventDefault();
-                    alert('Please type DELETE to confirm deletion');
-                    return false;
-                }
-                return true;
-            });
-        }
-
-        if (deleteModal) {
-            deleteModal.addEventListener('hidden.bs.modal', function() {
-                deleteConfirmText.value = '';
-                confirmDeleteBtn.disabled = true;
-                deleteConfirmText.classList.remove('is-valid', 'is-invalid');
-            });
-
-            deleteModal.addEventListener('shown.bs.modal', function() {
-                deleteConfirmText.focus();
-            });
-        }
-    }
-
-    // Backup modal opener
-    const deleteBtn = document.getElementById('deleteBtn');
-    if (deleteBtn && deleteModal) {
-        deleteBtn.addEventListener('click', function() {
-            if (!deleteModal.classList.contains('show')) {
-                if (typeof bootstrap !== 'undefined') {
-                    const modalInstance = bootstrap.Modal.getOrCreateInstance(deleteModal);
-                    modalInstance.show();
-                } else if (typeof coreui !== 'undefined' && coreui.Modal) {
-                    const modalInstance = coreui.Modal.getOrCreateInstance(deleteModal);
-                    modalInstance.show();
-                }
-            }
-        });
-    }
-</script>
+{# Server-side data consumed by filament_form.js #}
+<script type="application/json" id="filament-type-data">{{ filament_type_map|safe }}</script>
+<script src="{% static 'bambu_run/js/filament_form.js' %}"></script>
 {% endblock %}

bambu_run/templates/bambu_run/filament_list.html

@@ -70,14 +70,22 @@
                         {% endfor %}
                     </select>
                 </div>
-                <div class="col-md-3">
+                <div class="col-md-2">
                     <select name="loaded" class="form-select">
                         <option value="">All Spools</option>
                         <option value="yes" {% if request.GET.loaded == 'yes' %}selected{% endif %}>Loaded in AMS</option>
                         <option value="no" {% if request.GET.loaded == 'no' %}selected{% endif %}>Not Loaded</option>
                     </select>
                 </div>
-                <div class="col-md-3">
+                <div class="col-md-2">
+                    <select name="ams_type" class="form-select">
+                        <option value="">All AMS Types</option>
+                        {% for at in ams_type_choices %}
+                        <option value="{{ at }}" {% if request.GET.ams_type == at %}selected{% endif %}>{{ at }}</option>
+                        {% endfor %}
+                    </select>
+                </div>
+                <div class="col-md-2">
                     <button type="submit" class="btn btn-secondary">Filter</button>
                     <a href="{% url 'bambu_run:filament_list' %}" class="btn btn-outline-secondary">Reset</a>
                 </div>
@@ -122,7 +130,11 @@
                             </td>
                             <td class="align-middle">
                                 <div class="d-flex align-items-center">
+                                    {% if filament.is_transparent %}
+                                    <div style="width: 30px; height: 30px; border-radius: 4px; margin-right: 10px; border: 1px solid #ddd; background: repeating-conic-gradient(#ccc 0% 25%, #fff 0% 50%) 0 0/10px 10px;" title="Clear / Transparent"></div>
+                                    {% else %}
                                     <div style="width: 30px; height: 30px; background-color: {{ filament.color_hex|default:'#999' }}; border-radius: 4px; margin-right: 10px; border: 1px solid #ddd;"></div>
+                                    {% endif %}
                                     {{ filament.color }}
                                 </div>
                             </td>
@@ -145,7 +157,11 @@
                             </td>
                             <td class="align-middle">
                                 {% if filament.is_loaded_in_ams %}
-                                    <span class="badge bg-success">AMS Tray {{ filament.current_tray_id }}</span>
+                                    <span class="badge bg-success">
+                                        {% if filament.ams_type %}{{ filament.ams_type }}{% else %}AMS{% endif %}
+                                        {% if filament.ams_unit_id is not None %}#{{ filament.ams_unit_id }}{% endif %}
+                                        · Tray {{ filament.current_tray_id }}
+                                    </span>
                                 {% else %}
                                     <span class="badge bg-secondary">Storage</span>
                                 {% endif %}

bambu_run/templates/bambu_run/printer_dashboard.html

@@ -14,6 +14,20 @@
                 Real-time monitoring for {{ device_name }}
             </p>
         </div>
+        {% if show_printer_switcher %}
+        <div class="col-auto d-flex align-items-center gap-2">
+            <label for="printerSwitcher" class="form-label mb-0 text-nowrap">Device:</label>
+            <select id="printerSwitcher" class="form-select" aria-label="Select printer"
+                    onchange="if (this.value) { window.location.href = this.value; }">
+                {% for p in all_printers %}
+                <option value="{% url 'bambu_run:printer_dashboard' pk=p.pk %}"
+                        {% if printer_device.pk == p.pk %}selected{% endif %}>
+                    {{ p.name }}
+                </option>
+                {% endfor %}
+            </select>
+        </div>
+        {% endif %}
     </div>
 
     {% if error %}
@@ -22,9 +36,49 @@
 
     <!-- Summary Cards Row -->
     <div class="row g-3 mb-4">
-        <!-- Nozzle Temperature Card -->
+        {% if stats.is_dual_nozzle %}
+        <!-- Left Nozzle (dual-nozzle printers, e.g. H2C) -->
         <div class="col-12 col-md-6 col-lg-3">
-            <div class="card infra-card-warning">
+            <div class="card infra-card-warning h-100">
+                <div class="card-body">
+                    <div class="d-flex justify-content-between align-items-start">
+                        <div>
+                            <div class="stat-label d-flex align-items-center gap-1">
+                                <svg class="icon" style="width: 1.25rem; height: 1.25rem;"><use href="{% static 'bambu_run/vendors/coreui-icons-free.svg' %}#cil-arrow-thick-left"></use></svg>
+                                Left Nozzle
+                            </div>
+                            <div class="stat-value">{{ stats.nozzle_temp_left|floatformat:1 }}&deg;C</div>
+                            <div class="text-muted small">target {{ stats.nozzle_target_temp_left|floatformat:0 }}&deg;C
+                                {% if stats.nozzle_type_left %}· Nozzle {{ stats.nozzle_type_left }}{% endif %}</div>
+                        </div>
+                        <i class="bi bi-thermometer-high" style="font-size: 2rem; opacity: 0.3;"></i>
+                    </div>
+                </div>
+            </div>
+        </div>
+        <!-- Right Nozzle -->
+        <div class="col-12 col-md-6 col-lg-3">
+            <div class="card infra-card-warning h-100">
+                <div class="card-body">
+                    <div class="d-flex justify-content-between align-items-start">
+                        <div>
+                            <div class="stat-label d-flex align-items-center gap-1">
+                                Right Nozzle
+                                <svg class="icon" style="width: 1.25rem; height: 1.25rem;"><use href="{% static 'bambu_run/vendors/coreui-icons-free.svg' %}#cil-arrow-thick-right"></use></svg>
+                            </div>
+                            <div class="stat-value">{{ stats.nozzle_temp|floatformat:1 }}&deg;C</div>
+                            <div class="text-muted small">target {{ stats.nozzle_target_temp|floatformat:0 }}&deg;C
+                                {% if stats.nozzle_type %}· Nozzle {{ stats.nozzle_type }}{% endif %}</div>
+                        </div>
+                        <i class="bi bi-thermometer-high" style="font-size: 2rem; opacity: 0.3;"></i>
+                    </div>
+                </div>
+            </div>
+        </div>
+        {% else %}
+        <!-- Nozzle Temperature Card (single-nozzle printers) -->
+        <div class="col-12 col-md-6 col-lg-3">
+            <div class="card infra-card-warning h-100">
                 <div class="card-body">
                     <div class="d-flex justify-content-between align-items-start">
                         <div>
@@ -36,10 +90,11 @@
                 </div>
             </div>
         </div>
+        {% endif %}
 
         <!-- Bed Temperature Card -->
         <div class="col-12 col-md-6 col-lg-3">
-            <div class="card infra-card-danger">
+            <div class="card infra-card-danger h-100">
                 <div class="card-body">
                     <div class="d-flex justify-content-between align-items-start">
                         <div>
@@ -54,7 +109,7 @@
 
         <!-- Print Progress Card -->
         <div class="col-12 col-md-6 col-lg-3">
-            <div class="card infra-card-info">
+            <div class="card infra-card-info h-100">
                 <div class="card-body">
                     <div class="d-flex justify-content-between align-items-start">
                         <div>
@@ -69,7 +124,7 @@
 
         <!-- Chamber Light Card -->
         <div class="col-12 col-md-6 col-lg-3">
-            <div class="card {% if stats.chamber_light == 'on' %}infra-card-success{% else %}infra-card-secondary{% endif %}">
+            <div class="card h-100 {% if stats.chamber_light == 'on' %}infra-card-success{% else %}infra-card-secondary{% endif %}">
                 <div class="card-body">
                     <div class="d-flex justify-content-between align-items-start">
                         <div>
@@ -94,7 +149,7 @@
                 <div class="card-body">
                     <div class="row">
                         <div class="col-md-6">
-                            <strong>Job Name:</strong> {{ stats.subtask_name }}
+                            <strong>Job Name:</strong> {{ stats.job_display_name }}
                         </div>
                         <div class="col-md-3">
                             <strong>State:</strong> {{ stats.gcode_state }}
@@ -149,34 +204,59 @@
                 </div>
                 <div class="card-body">
                     {% if stats.filaments %}
-                    <div class="row g-3">
-                        {% for filament in stats.filaments %}
-                        <div class="col-12 col-md-6 col-lg-3">
-                            <div class="card filament-card" data-filament-color="{{ filament.color|slice:':6' }}">
-                                <div class="card-body">
-                                    <div class="d-flex justify-content-between align-items-center mb-2">
-                                        <h6 class="mb-0">Tray {{ filament.tray_id }}</h6>
-                                        {% if filament.filament_pk %}
-                                        <a href="{% url 'bambu_run:filament_detail' filament.filament_pk %}" class="text-decoration-none" title="View in inventory">
-                                            <svg class="icon icon-sm text-body-secondary"><use href="{% static 'bambu_run/vendors/coreui-icons-free.svg' %}#cil-external-link"></use></svg>
-                                        </a>
-                                        {% endif %}
-                                    </div>
-                                    <p class="mb-1 small"><strong>{{ filament.type }}</strong> - {{ filament.brand }}</p>
-                                    {% if filament.color_name %}<p class="mb-1 small text-body-secondary">{{ filament.color_name }}</p>{% endif %}
-                                    <div class="d-flex justify-content-between align-items-center mb-2">
-                                        <span class="small">Remaining</span>
-                                        <span class="badge filament-badge">{{ filament.remain_percent }}%</span>
-                                    </div>
-                                    <div class="progress" style="height: 10px; background-color: rgba(0,0,0,0.1);">
-                                        <div class="progress-bar filament-progress" role="progressbar" style="width: {{ filament.remain_percent }}%;" aria-valuenow="{{ filament.remain_percent }}" aria-valuemin="0" aria-valuemax="100"></div>
+                    {% if stats.ams_units|length > 1 %}
+                    <div class="ams-filter-pills mb-3" id="amsFilterPills">
+                        <button type="button" class="btn ams-filter-pill active" data-ams-filter="all">All</button>
+                        {% for unit in stats.ams_units %}
+                        <button type="button" class="btn ams-filter-pill ams-badge-{{ unit.ams_type|slugify }}" data-ams-filter="{{ unit.ams_unit_id }}">{{ unit.ams_type|default:"AMS" }}</button>
+                        {% endfor %}
+                    </div>
+                    {% endif %}
+                    <div class="ams-groups">
+                        {% for group in stats.ams_groups %}
+                        <div class="ams-group ams-badge-bg-{{ group.ams_type|slugify }} {% if group.filaments|length > 1 %}ams-group--wide{% else %}ams-group--compact{% endif %}" data-ams-unit-id="{{ group.unit_id }}">
+                            <div class="ams-group-header d-flex justify-content-between align-items-center mb-2">
+                                <strong class="small">{{ group.label }}</strong>
+                                {% if group.humidity is not None or group.temp is not None %}
+                                <span class="small text-body-secondary">
+                                    {% if group.humidity is not None %}{{ group.humidity }}%RH{% endif %}
+                                    {% if group.temp is not None %}&middot; {{ group.temp }}&deg;C{% endif %}
+                                </span>
+                                {% endif %}
+                            </div>
+                            <div class="row g-3">
+                                {% for filament in group.filaments %}
+                                <div class="col-12 {% if group.filaments|length > 1 %}col-md-6 col-lg-3{% endif %}">
+                                    <div class="card filament-card" data-filament-color="{{ filament.color|slice:':6' }}"{% if filament.is_transparent %} data-filament-transparent="true"{% endif %}>
+                                        <div class="card-body">
+                                            <div class="d-flex justify-content-between align-items-center mb-2">
+                                                <h6 class="mb-0">Tray {{ filament.tray_id }}</h6>
+                                                {% if filament.filament_pk %}
+                                                <a href="{% url 'bambu_run:filament_detail' filament.filament_pk %}" class="text-decoration-none" title="View in inventory">
+                                                    <svg class="icon icon-sm text-body-secondary"><use href="{% static 'bambu_run/vendors/coreui-icons-free.svg' %}#cil-external-link"></use></svg>
+                                                </a>
+                                                {% endif %}
+                                            </div>
+                                            <p class="mb-1 small"><strong>{{ filament.type }}</strong> - {{ filament.brand }}</p>
+                                            {% if filament.color_name %}<p class="mb-1 small text-body-secondary">{{ filament.color_name }}</p>{% endif %}
+                                            <div class="d-flex justify-content-between align-items-center mb-2">
+                                                <span class="small">Remaining</span>
+                                                <span class="badge filament-badge">{{ filament.remain_percent }}%</span>
+                                            </div>
+                                            <div class="progress" style="height: 10px; background-color: rgba(0,0,0,0.1);">
+                                                <div class="progress-bar filament-progress" role="progressbar" style="width: {{ filament.remain_percent }}%;" aria-valuenow="{{ filament.remain_percent }}" aria-valuemin="0" aria-valuemax="100"></div>
+                                            </div>
+                                        </div>
                                     </div>
                                 </div>
+                                {% endfor %}
                             </div>
                         </div>
                         {% endfor %}
+                    </div>
 
-                        {% if stats.external_spool.type %}
+                    {% if stats.external_spool.type %}
+                    <div class="row g-3 mt-1">
                         <div class="col-12 col-md-6 col-lg-3">
                             <div class="card filament-card" data-filament-color="{{ stats.external_spool.color|slice:':6' }}">
                                 <div class="card-body">
@@ -192,8 +272,8 @@
                                 </div>
                             </div>
                         </div>
-                        {% endif %}
                     </div>
+                    {% endif %}
                     {% else %}
                     <p class="text-body-secondary">No filament data available</p>
                     {% endif %}
@@ -202,6 +282,64 @@
         </div>
     </div>
 
+    <!-- Hotends Section (Vortek rack + any plain/non-inductive nozzles) -->
+    {% if stats.hotends or stats.nozzle_positions %}
+    <div class="row mb-4">
+        <div class="col-12">
+            <div class="card">
+                <div class="card-header">
+                    <h5>Hotends</h5>
+                </div>
+                <div class="card-body">
+                    <div class="row g-3">
+                        {% for hotend in stats.hotends %}
+                        <div class="col-12 col-md-6 col-lg-3">
+                            <div class="card filament-card" data-filament-color="{{ hotend.last_color|default:'888888' }}">
+                                <div class="card-body">
+                                    <div class="d-flex justify-content-between align-items-center mb-2">
+                                        <h6 class="mb-0">
+                                            {% if hotend.is_toolhead %}Toolhead{% elif hotend.slot_number %}Slot {{ hotend.slot_number }}{% else %}Rack{% endif %}
+                                        </h6>
+                                        {% if hotend.is_toolhead %}<span class="badge filament-badge">Toolhead</span>{% endif %}
+                                    </div>
+                                    <p class="mb-1 small text-body-secondary">SN {{ hotend.serial_number }}</p>
+                                    <p class="mb-1 small"><strong>{{ hotend.nozzle_type }}</strong>{% if hotend.diameter %} &middot; {{ hotend.diameter }}mm{% endif %}</p>
+                                    {% if hotend.last_filament_profile_id %}<p class="mb-1 small text-body-secondary">Last: {{ hotend.last_filament_profile_id }}</p>{% endif %}
+                                    <div class="d-flex justify-content-between align-items-center mb-1">
+                                        <span class="small">Used time</span>
+                                        <span class="small">{{ hotend.used_time_display }}</span>
+                                    </div>
+                                    <div class="d-flex justify-content-between align-items-center mb-2">
+                                        <span class="small">Wear</span>
+                                        <span class="badge filament-badge">{{ hotend.wear_percent|floatformat:0 }}%</span>
+                                    </div>
+                                    <div class="progress" style="height: 10px; background-color: rgba(0,0,0,0.1);">
+                                        <div class="progress-bar filament-progress" role="progressbar" style="width: {{ hotend.wear_percent }}%;" aria-valuenow="{{ hotend.wear_percent }}" aria-valuemin="0" aria-valuemax="100"></div>
+                                    </div>
+                                </div>
+                            </div>
+                        </div>
+                        {% endfor %}
+                        {% for nozzle in stats.nozzle_positions %}
+                        <div class="col-12 col-md-6 col-lg-3">
+                            <div class="card">
+                                <div class="card-body">
+                                    <div class="d-flex justify-content-between align-items-center mb-2">
+                                        <h6 class="mb-0">{% if nozzle.is_toolhead %}Toolhead{% else %}Fixed Nozzle{% endif %}</h6>
+                                    </div>
+                                    <p class="mb-1 small"><strong>{{ nozzle.nozzle_type }}</strong>{% if nozzle.diameter %} &middot; {{ nozzle.diameter }}mm{% endif %}</p>
+                                    <p class="mb-0 small text-body-secondary">No induction chip data</p>
+                                </div>
+                            </div>
+                        </div>
+                        {% endfor %}
+                    </div>
+                </div>
+            </div>
+        </div>
+    </div>
+    {% endif %}
+
     <!-- Date/Time Filter Controls -->
     {% if not is_basic_user %}
     <div class="row mb-4">
@@ -266,10 +404,10 @@
 
     <!-- Charts Section -->
     <div class="row g-3 mb-4">
-        <!-- Nozzle Temperature Chart -->
+        <!-- Nozzle Temperature Chart (right side / single nozzle) -->
         <div class="col-12 col-lg-6">
             <div class="card">
-                <div class="card-header">Nozzle Temperature</div>
+                <div class="card-header">{% if stats.is_dual_nozzle %}Right Nozzle Temperature{% else %}Nozzle Temperature{% endif %}</div>
                 <div class="card-body">
                     <div class="chart-container">
                         <canvas id="nozzleTempChart"></canvas>
@@ -278,6 +416,20 @@
             </div>
         </div>
 
+        {% if stats.is_dual_nozzle %}
+        <!-- Left Nozzle Temperature Chart (H2C-class dual-nozzle) -->
+        <div class="col-12 col-lg-6">
+            <div class="card">
+                <div class="card-header">Left Nozzle Temperature</div>
+                <div class="card-body">
+                    <div class="chart-container">
+                        <canvas id="nozzleTempLeftChart"></canvas>
+                    </div>
+                </div>
+            </div>
+        </div>
+        {% endif %}
+
         <!-- Bed Temperature Chart -->
         <div class="col-12 col-lg-6">
             <div class="card">
@@ -374,12 +526,12 @@
 <script src="https://cdn.jsdelivr.net/npm/chartjs-plugin-annotation@3.0.1"></script>
 <script src="{% static 'bambu_run/js/printer_charts.js' %}"></script>
 <script src="{% static 'bambu_run/js/printer_charts_control.js' %}"></script>
-{% if not is_basic_user %}
-<div id="printerApiUrl" data-url="{% url 'bambu_run:printer_api' %}" style="display: none;"></div>
+{% if not is_basic_user and printer_device %}
+<div id="printerApiUrl" data-url="{% url 'bambu_run:printer_api' pk=printer_device.pk %}" style="display: none;"></div>
 <script>
     document.addEventListener('DOMContentLoaded', function() {
         const printerData = {{ printer_data_json|safe }};
-        const apiUrl = '{% url "bambu_run:printer_api" %}';
+        const apiUrl = '{% url "bambu_run:printer_api" pk=printer_device.pk %}';
         initPrinterCharts(printerData, apiUrl);
 
         // Add project markers if they exist
@@ -404,4 +556,27 @@
     });
 </script>
 {% endif %}
+<script>
+    document.addEventListener('DOMContentLoaded', function() {
+        const pillsContainer = document.getElementById('amsFilterPills');
+        if (!pillsContainer) return;
+        const items = document.querySelectorAll('.ams-groups .ams-group');
+
+        pillsContainer.addEventListener('click', function(e) {
+            const pill = e.target.closest('.ams-filter-pill');
+            if (!pill) return;
+
+            pillsContainer.querySelectorAll('.ams-filter-pill').forEach(function(p) {
+                p.classList.remove('active');
+            });
+            pill.classList.add('active');
+
+            const filter = pill.dataset.amsFilter;
+            items.forEach(function(item) {
+                const show = filter === 'all' || item.dataset.amsUnitId === filter;
+                item.classList.toggle('d-none', !show);
+            });
+        });
+    });
+</script>
 {% endblock %}

bambu_run/urls.py

@@ -5,7 +5,9 @@ app_name = "bambu_run"
 
 urlpatterns = [
     path("", views.PrinterDashboardView.as_view(), name="printer_dashboard"),
+    path("printer/<int:pk>/", views.PrinterDashboardView.as_view(), name="printer_dashboard"),
     path("api/printer/", views.PrinterDataAPIView.as_view(), name="printer_api"),
+    path("api/printer/<int:pk>/", views.PrinterDataAPIView.as_view(), name="printer_api"),
 
     # Filament Inventory routes
     path("filaments/", views.FilamentListView.as_view(), name="filament_list"),

bambu_run/utils.py

@@ -3,14 +3,23 @@ Utility functions for filament color matching
 """
 
 # BambuLab AMS reports colors as 8-char hex with an alpha channel suffix (e.g. '489FDFFF').
-# The last two chars are always 'FF' (fully opaque). Only the first 6 chars are the RGB value.
+# Opaque filaments use alpha 'FF'. Clear/transparent filaments use alpha '00' (e.g. '00000000').
 MQTT_COLOR_HEX_LENGTH = 6
 
 
+def is_mqtt_color_transparent(mqtt_color):
+    """
+    Return True if the AMS color represents a clear/transparent filament.
+    Bambu Lab uses alpha=00 for transparent (e.g. '00000000'), not 'FF' like opaque filaments.
+    """
+    return bool(mqtt_color) and len(mqtt_color) == 8 and mqtt_color[6:8].upper() == '00'
+
+
 def strip_color_padding(mqtt_color):
     """
-    Strip FF padding from MQTT color
-    MQTT: '000000FF' -> '000000'
+    Strip alpha padding from MQTT color, returning the 6-char RGB hex.
+    MQTT: '000000FF' -> '000000'  (opaque black)
+    MQTT: '00000000' -> '000000'  (transparent — use is_mqtt_color_transparent() to distinguish)
     MQTT: 'FF6A13FF' -> 'FF6A13'
     """
     if not mqtt_color:

bambu_run/views.py

@@ -1,8 +1,9 @@
-from datetime import timedelta
+from datetime import timedelta, datetime
 from django.views.generic import TemplateView, View, ListView, CreateView, UpdateView, DetailView, DeleteView
 from django.contrib.auth.mixins import LoginRequiredMixin
+from django.shortcuts import get_object_or_404
 from django.utils import timezone
-from django.http import JsonResponse
+from django.http import Http404, JsonResponse
 from django.urls import reverse_lazy
 from django.contrib import messages
 from django.db.models import Q, Sum
@@ -10,9 +11,32 @@ import json
 import zoneinfo
 
 from .conf import app_settings
-from .models import Printer, PrinterMetrics, Filament, FilamentColor, FilamentType, FilamentSnapshot, PrintJob, FilamentUsage
+from .models import Printer, PrinterMetrics, Filament, FilamentColor, FilamentType, FilamentSnapshot, PrintJob, FilamentUsage, Hotend
 from .forms import FilamentForm, FilamentColorForm, FilamentTypeForm
 
+_METRICS_API_FIELDS = [
+    'id', 'device_id', 'timestamp',
+    'nozzle_temp', 'nozzle_target_temp',
+    'bed_temp', 'bed_target_temp',
+    'print_percent', 'cooling_fan_speed', 'heatbreak_fan_speed',
+    'wifi_signal_dbm', 'ams_humidity_raw', 'ams_temp',
+    'layer_num', 'total_layer_num',
+    'gcode_state', 'print_type', 'subtask_name',
+    'external_spool',
+]
+_MAX_CHART_POINTS = 3000
+
+
+def resolve_printer_from_request(pk):
+    """Resolve which Printer a dashboard/API view should show.
+
+    `pk` given (URL kwarg) -> that exact printer, 404 if missing/inactive.
+    `pk` omitted -> first active printer (today's single-printer default behavior).
+    """
+    if pk is not None:
+        return get_object_or_404(Printer, pk=pk, is_active=True)
+    return Printer.objects.filter(is_active=True).first()
+
 
 class PrinterDashboardView(LoginRequiredMixin, TemplateView):
     template_name = "bambu_run/printer_dashboard.html"
@@ -26,13 +50,20 @@ class PrinterDashboardView(LoginRequiredMixin, TemplateView):
         context = super().get_context_data(**kwargs)
         context['bambu_run_base_template'] = app_settings.BASE_TEMPLATE
 
+        all_printers = Printer.objects.filter(is_active=True)
+        context["all_printers"] = all_printers
+        # Shown even with a single printer — hints that multi-printer support exists.
+        context["show_printer_switcher"] = all_printers.exists()
+
         try:
-            printer_device = Printer.objects.filter(is_active=True).first()
+            printer_device = resolve_printer_from_request(self.kwargs.get("pk"))
             if not printer_device:
                 context["error"] = (
                     "No 3D printer device found. Please run bambu_collector first."
                 )
                 return context
+        except Http404:
+            raise
         except Exception as e:
             context["error"] = f"Error loading printer device: {str(e)}"
             return context
@@ -64,6 +95,14 @@ class PrinterDashboardView(LoginRequiredMixin, TemplateView):
                 float(m.nozzle_target_temp) if m.nozzle_target_temp else None
                 for m in metrics
             ],
+            "nozzle_temp_left": [
+                float(m.nozzle_temp_left) if m.nozzle_temp_left is not None else None
+                for m in metrics
+            ],
+            "nozzle_target_temp_left": [
+                float(m.nozzle_target_temp_left) if m.nozzle_target_temp_left is not None else None
+                for m in metrics
+            ],
             "bed_temp": [float(m.bed_temp) if m.bed_temp else None for m in metrics],
             "bed_target_temp": [
                 float(m.bed_target_temp) if m.bed_target_temp else None for m in metrics
@@ -109,26 +148,102 @@ class PrinterDashboardView(LoginRequiredMixin, TemplateView):
                         'brand': snapshot.sub_type or 'Unknown',
                         'color': snapshot.color or 'FFFFFFFF',
                         'remain_percent': snapshot.remain_percent or 0,
+                        'ams_unit_id': snapshot.ams_unit_id,
+                        'ams_type': snapshot.ams_type or '',
                     }
                     if snapshot.filament:
                         filament_dict['color_name'] = snapshot.filament.color
                         filament_dict['filament_pk'] = snapshot.filament.pk
+                        filament_dict['is_transparent'] = snapshot.filament.is_transparent
                     filaments_list.append(filament_dict)
             except Exception:
                 filaments_list = []
 
+            # Distinct AMS units represented in this snapshot, for the unit
+            # filter/badges in the template. Sort numeric unit ids first
+            # (AMS / AMS 2 Pro), HT (id 128 / bit 0x80 set) last.
+            seen_units = {}
+            for f in filaments_list:
+                uid = f.get('ams_unit_id')
+                if uid is not None and uid not in seen_units:
+                    seen_units[uid] = f.get('ams_type') or ''
+            ams_units_list = [
+                {'ams_unit_id': uid, 'ams_type': label}
+                for uid, label in sorted(seen_units.items())
+            ]
+
+            # Group trays by physical AMS unit for the panel-style dashboard layout —
+            # one tinted panel per unit, full-width for multi-slot units (AMS/AMS 2 Pro),
+            # compact for single-slot units (AMS HT) so several can flow side-by-side.
+            units_meta = {
+                u.get('unit_id'): u for u in (latest_metric.ams_units or [])
+            }
+            ams_groups = []
+            for uid, label in sorted(seen_units.items()):
+                unit_meta = units_meta.get(str(uid), {})
+                ams_groups.append({
+                    'unit_id': uid,
+                    'ams_type': label,
+                    'label': f"{label or 'AMS'} (Unit {uid})",
+                    'humidity': unit_meta.get('humidity'),
+                    'temp': unit_meta.get('temp'),
+                    'filaments': [f for f in filaments_list if f.get('ams_unit_id') == uid],
+                })
+
+            subtask_name = latest_metric.subtask_name or "No active print"
+            # Look up active PrintJob for a better display name (cloud design_title)
+            job_display_name = subtask_name
+            if latest_metric.subtask_name:
+                active_job = (
+                    PrintJob.objects.filter(
+                        device=printer_device,
+                        project_name=latest_metric.subtask_name,
+                        end_time__isnull=True,
+                    ).select_related('cloud_task').first()
+                    or PrintJob.objects.filter(
+                        device=printer_device,
+                        project_name=latest_metric.subtask_name,
+                    ).select_related('cloud_task').order_by('-start_time').first()
+                )
+                if active_job:
+                    job_display_name = active_job.display_name
+
             stats = {
                 "nozzle_temp": float(latest_metric.nozzle_temp) if latest_metric.nozzle_temp else 0,
+                "nozzle_target_temp": float(latest_metric.nozzle_target_temp) if latest_metric.nozzle_target_temp else 0,
+                "nozzle_diameter": float(latest_metric.nozzle_diameter) if latest_metric.nozzle_diameter else None,
+                "nozzle_type": latest_metric.nozzle_type or "",
+                "nozzle_temp_left": float(latest_metric.nozzle_temp_left) if latest_metric.nozzle_temp_left is not None else None,
+                "nozzle_target_temp_left": float(latest_metric.nozzle_target_temp_left) if latest_metric.nozzle_target_temp_left is not None else None,
+                "nozzle_diameter_left": float(latest_metric.nozzle_diameter_left) if latest_metric.nozzle_diameter_left is not None else None,
+                "nozzle_type_left": latest_metric.nozzle_type_left or "",
+                "is_dual_nozzle": latest_metric.nozzle_temp_left is not None,
                 "bed_temp": float(latest_metric.bed_temp) if latest_metric.bed_temp else 0,
                 "chamber_temp": float(latest_metric.chamber_temp) if latest_metric.chamber_temp else 0,
                 "print_percent": latest_metric.print_percent or 0,
                 "gcode_state": latest_metric.gcode_state or "Unknown",
                 "print_type": latest_metric.print_type or "idle",
-                "subtask_name": latest_metric.subtask_name or "No active print",
+                "subtask_name": subtask_name,
+                "job_display_name": job_display_name,
                 "chamber_light": latest_metric.chamber_light or "unknown",
                 "ams_temp": float(latest_metric.ams_temp) if latest_metric.ams_temp else None,
                 "ams_humidity": latest_metric.ams_humidity,
                 "filaments": filaments_list,
+                "ams_units": ams_units_list,
+                "ams_groups": ams_groups,
+                "hotends": list(
+                    Hotend.objects.filter(printer=printer_device)
+                    .order_by('-is_toolhead', 'slot_number', 'serial_number')
+                ),
+                # Nozzle positions with no induction chip (no stable serial number to
+                # key a Hotend registry row on, e.g. H2C's fixed left nozzle) — shown
+                # read-only from the latest poll, not persisted/historical. Entries with
+                # no readable type/diameter at all (i.e. genuinely nothing there) are
+                # dropped rather than shown as an empty placeholder.
+                "nozzle_positions": [
+                    h for h in (latest_metric.nozzle_info or [])
+                    if h.get('is_empty') and (h.get('nozzle_type') or h.get('diameter'))
+                ],
                 "external_spool": latest_metric.external_spool or {},
                 "timestamp": latest_metric.timestamp.astimezone(tz).strftime("%Y-%m-%d %H:%M:%S"),
             }
@@ -145,7 +260,24 @@ class PrinterDashboardView(LoginRequiredMixin, TemplateView):
         return context
 
     def _calculate_project_markers(self, metrics, timezone_info):
-        """Calculate where print jobs start and end"""
+        """Calculate where print jobs start and end, using cloud design_title when available."""
+        if not metrics:
+            return []
+
+        # Build a lookup: subtask_name -> display_name from PrintJobs in this time window
+        window_start = metrics[0].timestamp
+        window_end = metrics[-1].timestamp
+        device = metrics[0].device
+        jobs_qs = PrintJob.objects.filter(
+            device=device,
+            start_time__gte=window_start - timedelta(minutes=5),
+            start_time__lte=window_end + timedelta(minutes=5),
+        ).select_related('cloud_task')
+        # Map project_name (= subtask_name) -> best display name
+        subtask_to_display = {}
+        for job in jobs_qs:
+            subtask_to_display[job.project_name] = job.display_name
+
         markers = []
         current_job = None
         last_state = None
@@ -157,21 +289,23 @@ class PrinterDashboardView(LoginRequiredMixin, TemplateView):
             is_printing = gcode_state not in ['FINISH', 'IDLE', None, '']
 
             if subtask and subtask != current_job and is_printing:
+                display = subtask_to_display.get(subtask, subtask)
                 markers.append({
                     'type': 'start',
                     'index': idx,
                     'timestamp': metric.timestamp.astimezone(timezone_info).isoformat(),
-                    'project_name': subtask,
+                    'project_name': display,
                 })
                 current_job = subtask
                 last_state = gcode_state
 
             elif current_job and last_state and last_state not in ['FINISH', 'IDLE'] and gcode_state in ['FINISH', 'IDLE']:
+                display = subtask_to_display.get(current_job, current_job)
                 markers.append({
                     'type': 'end',
                     'index': idx,
                     'timestamp': metric.timestamp.astimezone(timezone_info).isoformat(),
-                    'project_name': current_job,
+                    'project_name': display,
                 })
                 current_job = None
 
@@ -192,15 +326,19 @@ class PrinterDashboardView(LoginRequiredMixin, TemplateView):
 
             for snapshot in snapshots:
                 tray_id = snapshot.tray_id
+                ams_unit_id = snapshot.ams_unit_id
+                ams_type = snapshot.ams_type or ''
                 fil_type = snapshot.type or 'Unknown'
                 fil_sub_type = snapshot.sub_type or 'Unknown'
                 fil_color = snapshot.color or 'FFFFFFFF'
 
-                unique_key = f"{tray_id}_{fil_type}_{fil_sub_type}_{fil_color}"
+                unique_key = f"{ams_unit_id}_{tray_id}_{fil_type}_{fil_sub_type}_{fil_color}"
 
                 if unique_key not in filament_data:
                     filament_data[unique_key] = {
                         'tray_id': tray_id,
+                        'ams_unit_id': ams_unit_id,
+                        'ams_type': ams_type,
                         'type': fil_type,
                         'brand': fil_sub_type,
                         'color': fil_color,
@@ -237,62 +375,197 @@ class PrinterDashboardView(LoginRequiredMixin, TemplateView):
 class PrinterDataAPIView(LoginRequiredMixin, View):
     """API endpoint for dynamic printer chart updates"""
 
-    def get(self, request):
+    def get(self, request, pk=None):
         start_date = request.GET.get("start_date")
         end_date = request.GET.get("end_date")
         start_time = request.GET.get("start_time", "00:00")
         end_time = request.GET.get("end_time", "23:59")
 
         try:
-            printer_device = Printer.objects.filter(is_active=True).first()
-            if not printer_device:
-                return JsonResponse({"error": "No printer device found"}, status=404)
-
-            query = PrinterMetrics.objects.filter(device=printer_device).prefetch_related('filament_snapshots')
+            if pk is not None:
+                printer_device = Printer.objects.filter(pk=pk, is_active=True).first()
+                if not printer_device:
+                    return JsonResponse({"error": "Printer not found"}, status=404)
+            else:
+                printer_device = Printer.objects.filter(is_active=True).first()
+                if not printer_device:
+                    return JsonResponse({"error": "No printer device found"}, status=404)
 
             tz = zoneinfo.ZoneInfo(app_settings.TIMEZONE)
 
-            if start_date and start_time:
-                from datetime import datetime
-                start_dt_naive = datetime.strptime(f"{start_date} {start_time}", "%Y-%m-%d %H:%M")
-                start_dt = start_dt_naive.replace(tzinfo=tz)
+            # Stage A: only() + step calculation
+            query = (
+                PrinterMetrics.objects
+                .filter(device=printer_device)
+                .only(*_METRICS_API_FIELDS)
+            )
+
+            if start_date and start_time and end_date and end_time:
+                start_dt = datetime.strptime(f"{start_date} {start_time}", "%Y-%m-%d %H:%M").replace(tzinfo=tz)
+                end_dt = datetime.strptime(f"{end_date} {end_time}", "%Y-%m-%d %H:%M").replace(tzinfo=tz)
+                query = query.filter(timestamp__gte=start_dt, timestamp__lte=end_dt)
+                range_seconds = (end_dt - start_dt).total_seconds()
+                expected_count = max(1, int(range_seconds / 30))
+            elif start_date and start_time:
+                start_dt = datetime.strptime(f"{start_date} {start_time}", "%Y-%m-%d %H:%M").replace(tzinfo=tz)
                 query = query.filter(timestamp__gte=start_dt)
-
-            if end_date and end_time:
-                from datetime import datetime
-                end_dt_naive = datetime.strptime(f"{end_date} {end_time}", "%Y-%m-%d %H:%M")
-                end_dt = end_dt_naive.replace(tzinfo=tz)
+                expected_count = _MAX_CHART_POINTS
+            elif end_date and end_time:
+                end_dt = datetime.strptime(f"{end_date} {end_time}", "%Y-%m-%d %H:%M").replace(tzinfo=tz)
                 query = query.filter(timestamp__lte=end_dt)
+                expected_count = _MAX_CHART_POINTS
+            else:
+                expected_count = _MAX_CHART_POINTS
 
-            metrics = query.order_by("timestamp")
+            step = max(1, expected_count // _MAX_CHART_POINTS)
+
+            # Stage B: single DB round-trip, downsample in Python
+            metrics_list = list(query.order_by("timestamp"))
+            if step > 1:
+                metrics_list = metrics_list[::step]
+
+            total_points = len(metrics_list)
+
+            # Stage C: targeted snapshot fetch (only sampled IDs)
+            snapshots_by_metric: dict = {}
+            if metrics_list:
+                sampled_ids = [m.id for m in metrics_list]
+                for snap in FilamentSnapshot.objects.filter(printer_metric_id__in=sampled_ids):
+                    snapshots_by_metric.setdefault(snap.printer_metric_id, []).append(snap)
+
+            # Stage D: single-pass serialization
+            timestamps = []
+            timestamps_iso = []
+            dates = []
+            nozzle_temp = []
+            nozzle_target_temp = []
+            nozzle_temp_left = []
+            nozzle_target_temp_left = []
+            bed_temp = []
+            bed_target_temp = []
+            print_percent = []
+            cooling_fan_speed = []
+            heatbreak_fan_speed = []
+            wifi_signal_dbm = []
+            ams_humidity_raw = []
+            ams_temp = []
+            layer_num = []
+            total_layer_num = []
+            gcode_state = []
+            print_type = []
+            subtask_name = []
+
+            project_markers = []
+            current_job = None
+            last_state = None
+
+            filament_data = {}
+
+            for idx, m in enumerate(metrics_list):
+                ts = m.timestamp.astimezone(tz)
+                timestamps.append(ts.strftime('%H:%M'))
+                timestamps_iso.append(ts.isoformat())
+                dates.append(ts.strftime('%Y-%m-%d'))
+                nozzle_temp.append(float(m.nozzle_temp) if m.nozzle_temp else None)
+                nozzle_target_temp.append(float(m.nozzle_target_temp) if m.nozzle_target_temp else None)
+                nozzle_temp_left.append(float(m.nozzle_temp_left) if m.nozzle_temp_left is not None else None)
+                nozzle_target_temp_left.append(float(m.nozzle_target_temp_left) if m.nozzle_target_temp_left is not None else None)
+                bed_temp.append(float(m.bed_temp) if m.bed_temp else None)
+                bed_target_temp.append(float(m.bed_target_temp) if m.bed_target_temp else None)
+                print_percent.append(m.print_percent if m.print_percent else 0)
+                cooling_fan_speed.append(m.cooling_fan_speed if m.cooling_fan_speed else 0)
+                heatbreak_fan_speed.append(m.heatbreak_fan_speed if m.heatbreak_fan_speed else 0)
+                wifi_signal_dbm.append(m.wifi_signal_dbm if m.wifi_signal_dbm else None)
+                ams_humidity_raw.append(m.ams_humidity_raw if m.ams_humidity_raw else None)
+                ams_temp.append(float(m.ams_temp) if m.ams_temp else None)
+                layer_num.append(m.layer_num if m.layer_num else 0)
+                total_layer_num.append(m.total_layer_num if m.total_layer_num else 0)
+                gcode_state.append(m.gcode_state)
+                print_type.append(m.print_type)
+                subtask_name.append(m.subtask_name)
+
+                # Project marker detection (inline)
+                subtask = m.subtask_name
+                gs = m.gcode_state
+                is_printing = gs not in ['FINISH', 'IDLE', None, '']
+                if subtask and subtask != current_job and is_printing:
+                    project_markers.append({
+                        'type': 'start',
+                        'index': idx,
+                        'timestamp': ts.isoformat(),
+                        'project_name': subtask,
+                    })
+                    current_job = subtask
+                    last_state = gs
+                elif current_job and last_state and last_state not in ['FINISH', 'IDLE'] and gs in ['FINISH', 'IDLE']:
+                    project_markers.append({
+                        'type': 'end',
+                        'index': idx,
+                        'timestamp': ts.isoformat(),
+                        'project_name': current_job,
+                    })
+                    current_job = None
+                last_state = gs
+
+                # Filament timeline (inline)
+                for snap in snapshots_by_metric.get(m.id, []):
+                    tray_id = snap.tray_id
+                    fil_type = snap.type or 'Unknown'
+                    fil_sub_type = snap.sub_type or 'Unknown'
+                    fil_color = snap.color or 'FFFFFFFF'
+                    unique_key = f"{tray_id}_{fil_type}_{fil_sub_type}_{fil_color}"
+                    if unique_key not in filament_data:
+                        filament_data[unique_key] = {
+                            'tray_id': tray_id,
+                            'type': fil_type,
+                            'brand': fil_sub_type,
+                            'color': fil_color,
+                            'remain_data': [None] * total_points,
+                            'start_idx': idx,
+                        }
+                    filament_data[unique_key]['remain_data'][idx] = snap.remain_percent or 0
+
+                external = m.external_spool or {}
+                if external.get('type'):
+                    fil_type = external.get('type', 'Unknown')
+                    fil_color = external.get('color', '161616FF')
+                    unique_key = f"External_{fil_type}_{fil_color}"
+                    if unique_key not in filament_data:
+                        filament_data[unique_key] = {
+                            'tray_id': 'External',
+                            'type': fil_type,
+                            'brand': 'External',
+                            'color': fil_color,
+                            'remain_data': [None] * total_points,
+                            'start_idx': idx,
+                        }
+                    filament_data[unique_key]['remain_data'][idx] = external.get('remain', 0)
 
             data = {
-                "timestamps": [m.timestamp.astimezone(tz).strftime('%H:%M') for m in metrics],
-                "timestamps_iso": [m.timestamp.astimezone(tz).isoformat() for m in metrics],
-                "dates": [m.timestamp.astimezone(tz).strftime('%Y-%m-%d') for m in metrics],
-                "nozzle_temp": [float(m.nozzle_temp) if m.nozzle_temp else None for m in metrics],
-                "nozzle_target_temp": [float(m.nozzle_target_temp) if m.nozzle_target_temp else None for m in metrics],
-                "bed_temp": [float(m.bed_temp) if m.bed_temp else None for m in metrics],
-                "bed_target_temp": [float(m.bed_target_temp) if m.bed_target_temp else None for m in metrics],
-                "print_percent": [m.print_percent if m.print_percent else 0 for m in metrics],
-                "cooling_fan_speed": [m.cooling_fan_speed if m.cooling_fan_speed else 0 for m in metrics],
-                "heatbreak_fan_speed": [m.heatbreak_fan_speed if m.heatbreak_fan_speed else 0 for m in metrics],
-                "wifi_signal_dbm": [m.wifi_signal_dbm if m.wifi_signal_dbm else None for m in metrics],
-                "ams_humidity_raw": [m.ams_humidity_raw if m.ams_humidity_raw else None for m in metrics],
-                "ams_temp": [float(m.ams_temp) if m.ams_temp else None for m in metrics],
-                "layer_num": [m.layer_num if m.layer_num else 0 for m in metrics],
-                "total_layer_num": [m.total_layer_num if m.total_layer_num else 0 for m in metrics],
-                "gcode_state": [m.gcode_state for m in metrics],
-                "print_type": [m.print_type for m in metrics],
-                "subtask_name": [m.subtask_name for m in metrics],
+                "timestamps": timestamps,
+                "timestamps_iso": timestamps_iso,
+                "dates": dates,
+                "nozzle_temp": nozzle_temp,
+                "nozzle_target_temp": nozzle_target_temp,
+                "nozzle_temp_left": nozzle_temp_left,
+                "nozzle_target_temp_left": nozzle_target_temp_left,
+                "bed_temp": bed_temp,
+                "bed_target_temp": bed_target_temp,
+                "print_percent": print_percent,
+                "cooling_fan_speed": cooling_fan_speed,
+                "heatbreak_fan_speed": heatbreak_fan_speed,
+                "wifi_signal_dbm": wifi_signal_dbm,
+                "ams_humidity_raw": ams_humidity_raw,
+                "ams_temp": ams_temp,
+                "layer_num": layer_num,
+                "total_layer_num": total_layer_num,
+                "gcode_state": gcode_state,
+                "print_type": print_type,
+                "subtask_name": subtask_name,
+                "project_markers": project_markers,
+                "filament_timeline": filament_data,
             }
 
-            project_markers = self._calculate_project_markers(metrics, tz)
-            data["project_markers"] = project_markers
-
-            filament_timeline = self._prepare_filament_timeline_for_api(metrics)
-            data["filament_timeline"] = filament_timeline
-
             return JsonResponse(data)
 
         except Exception as e:
@@ -300,93 +573,6 @@ class PrinterDataAPIView(LoginRequiredMixin, View):
             traceback.print_exc()
             return JsonResponse({"error": str(e)}, status=500)
 
-    def _calculate_project_markers(self, metrics, timezone_info):
-        markers = []
-        current_job = None
-        last_state = None
-
-        for idx, metric in enumerate(metrics):
-            subtask = metric.subtask_name
-            gcode_state = metric.gcode_state
-
-            is_printing = gcode_state not in ['FINISH', 'IDLE', None, '']
-
-            if subtask and subtask != current_job and is_printing:
-                markers.append({
-                    'type': 'start',
-                    'index': idx,
-                    'timestamp': metric.timestamp.astimezone(timezone_info).isoformat(),
-                    'project_name': subtask,
-                })
-                current_job = subtask
-                last_state = gcode_state
-
-            elif current_job and last_state and last_state not in ['FINISH', 'IDLE'] and gcode_state in ['FINISH', 'IDLE']:
-                markers.append({
-                    'type': 'end',
-                    'index': idx,
-                    'timestamp': metric.timestamp.astimezone(timezone_info).isoformat(),
-                    'project_name': current_job,
-                })
-                current_job = None
-
-            last_state = gcode_state
-
-        return markers
-
-    def _prepare_filament_timeline_for_api(self, metrics):
-        filament_data = {}
-        total_points = len(metrics)
-
-        for idx, metric in enumerate(metrics):
-            try:
-                snapshots = metric.filament_snapshots.all()
-            except Exception:
-                snapshots = []
-
-            for snapshot in snapshots:
-                tray_id = snapshot.tray_id
-                fil_type = snapshot.type or 'Unknown'
-                fil_sub_type = snapshot.sub_type or 'Unknown'
-                fil_color = snapshot.color or 'FFFFFFFF'
-
-                unique_key = f"{tray_id}_{fil_type}_{fil_sub_type}_{fil_color}"
-
-                if unique_key not in filament_data:
-                    filament_data[unique_key] = {
-                        'tray_id': tray_id,
-                        'type': fil_type,
-                        'brand': fil_sub_type,
-                        'color': fil_color,
-                        'remain_data': [None] * total_points,
-                        'start_idx': idx,
-                    }
-
-                remain_percent = snapshot.remain_percent or 0
-                filament_data[unique_key]['remain_data'][idx] = remain_percent
-
-        for idx, metric in enumerate(metrics):
-            external = metric.external_spool or {}
-            if external.get('type'):
-                fil_type = external.get('type', 'Unknown')
-                fil_color = external.get('color', '161616FF')
-                unique_key = f"External_{fil_type}_{fil_color}"
-
-                if unique_key not in filament_data:
-                    filament_data[unique_key] = {
-                        'tray_id': 'External',
-                        'type': fil_type,
-                        'brand': 'External',
-                        'color': fil_color,
-                        'remain_data': [None] * total_points,
-                        'start_idx': idx,
-                    }
-
-                remain_percent = external.get('remain', 0)
-                filament_data[unique_key]['remain_data'][idx] = remain_percent
-
-        return filament_data
-
 
 class FilamentUsageDataAPIView(LoginRequiredMixin, View):
     """API endpoint for filament usage history with date/time filtering"""
@@ -473,6 +659,10 @@ class FilamentListView(LoginRequiredMixin, ListView):
         elif loaded == 'no':
             queryset = queryset.filter(is_loaded_in_ams=False)
 
+        ams_type = self.request.GET.get('ams_type')
+        if ams_type:
+            queryset = queryset.filter(ams_type=ams_type)
+
         search = self.request.GET.get('search')
         if search:
             queryset = queryset.filter(
@@ -492,9 +682,22 @@ class FilamentListView(LoginRequiredMixin, ListView):
         context['filament_types'] = sorted(
             set(Filament.objects.exclude(type__isnull=True).exclude(type='').values_list('type', flat=True))
         )
+        context['ams_type_choices'] = sorted(
+            set(
+                Filament.objects.exclude(ams_type='').values_list('ams_type', flat=True)
+            )
+        )
         return context
 
 
+def _filament_type_map():
+    """Return a JSON-serialisable dict mapping FilamentType pk → {type, sub_type, brand}."""
+    return {
+        str(ft.pk): {'type': ft.type, 'sub_type': ft.sub_type or '', 'brand': ft.brand}
+        for ft in FilamentType.objects.all()
+    }
+
+
 class FilamentCreateView(LoginRequiredMixin, CreateView):
     model = Filament
     form_class = FilamentForm
@@ -504,6 +707,7 @@ class FilamentCreateView(LoginRequiredMixin, CreateView):
     def get_context_data(self, **kwargs):
         context = super().get_context_data(**kwargs)
         context['bambu_run_base_template'] = app_settings.BASE_TEMPLATE
+        context['filament_type_map'] = json.dumps(_filament_type_map())
         return context
 
     def form_valid(self, form):
@@ -520,6 +724,7 @@ class FilamentUpdateView(LoginRequiredMixin, UpdateView):
     def get_context_data(self, **kwargs):
         context = super().get_context_data(**kwargs)
         context['bambu_run_base_template'] = app_settings.BASE_TEMPLATE
+        context['filament_type_map'] = json.dumps(_filament_type_map())
         return context
 
     def form_valid(self, form):
@@ -553,7 +758,7 @@ class FilamentDetailView(LoginRequiredMixin, DetailView):
         context['bambu_run_base_template'] = app_settings.BASE_TEMPLATE
         filament = self.object
 
-        context['print_usages'] = filament.print_usages.select_related('print_job').order_by('-print_job__start_time')[:20]
+        context['print_usages'] = filament.print_usages.select_related('print_job__cloud_task').order_by('-print_job__start_time')[:20]
 
         total_consumed = filament.print_usages.aggregate(
             total=Sum('consumed_percent')

docker-compose.yml

@@ -3,6 +3,7 @@ services:
     build: .
     ports:
       - "8000:8000"
+      - "8808:8808"
     env_file: .env
     volumes:
       - bambu_data:/app/data

docker/supervisord.conf

@@ -25,6 +25,19 @@ autorestart=true
 startretries=10
 startsecs=5
 
+[program:mcp_server]
+command=python standalone/manage.py bambu_mcp_server --transport sse --host 0.0.0.0 --port 8808
+directory=/app
+environment=DJANGO_SETTINGS_MODULE="standalone.settings"
+stdout_logfile=/dev/fd/1
+stdout_logfile_maxbytes=0
+stderr_logfile=/dev/fd/2
+stderr_logfile_maxbytes=0
+autorestart=true
+startretries=10
+startsecs=5
+priority=10
+
 [program:migrate]
 command=python standalone/manage.py migrate --noinput
 directory=/app

docs/Bambu_Color_Catalog/ABS.txt

@@ -21,4 +21,8 @@ Hex:#AF1685
 Silver
 Hex:#87909A
 Black
-Hex:#000000
+Hex:#000000
+Mint
+Hex:#7AE1BF
+Lavender
+Hex:#7248BD

docs/Bambu_Color_Catalog/PETG Translucent.txt

@@ -1,3 +1,4 @@
+Translucent	#000000
 Translucent Gray	#8E8E8E
 Translucent Light Blue	#61B0FF
 Translucent Olive	#748C45

native/bambu-run-collector.service

@@ -0,0 +1,15 @@
+[Unit]
+Description=Bambu-Run MQTT Collector
+After=network.target
+
+[Service]
+Type=exec
+WorkingDirectory={{REPO_DIR}}
+EnvironmentFile={{REPO_DIR}}/.env
+Environment=DJANGO_SETTINGS_MODULE=standalone.settings
+ExecStart={{VENV_DIR}}/bin/python standalone/manage.py bambu_collector
+Restart=on-failure
+RestartSec=10
+
+[Install]
+WantedBy=default.target

native/bambu-run-mcp.service

@@ -0,0 +1,15 @@
+[Unit]
+Description=Bambu-Run MCP Server
+After=network.target
+
+[Service]
+Type=exec
+WorkingDirectory={{REPO_DIR}}
+EnvironmentFile={{REPO_DIR}}/.env
+Environment=DJANGO_SETTINGS_MODULE=standalone.settings
+ExecStart={{VENV_DIR}}/bin/python standalone/manage.py bambu_mcp_server --transport sse --host 0.0.0.0 --port 8808
+Restart=on-failure
+RestartSec=10
+
+[Install]
+WantedBy=default.target

native/bambu-run-web.service

@@ -0,0 +1,15 @@
+[Unit]
+Description=Bambu-Run Web Dashboard
+After=network.target
+
+[Service]
+Type=exec
+WorkingDirectory={{REPO_DIR}}
+EnvironmentFile={{REPO_DIR}}/.env
+Environment=DJANGO_SETTINGS_MODULE=standalone.settings
+ExecStart={{VENV_DIR}}/bin/gunicorn standalone.wsgi:application --bind 0.0.0.0:8000 --workers {{WORKERS}} --timeout 120
+Restart=on-failure
+RestartSec=5
+
+[Install]
+WantedBy=default.target

native/bambu-run.sh

@@ -0,0 +1,72 @@
+#!/usr/bin/env bash
+# Bambu-Run convenience wrapper
+# Usage: ./native/bambu-run.sh {start|stop|restart|status|logs|update}
+set -euo pipefail
+
+REPO_DIR="$(cd "$(dirname "$0")/.." && pwd)"
+VENV_DIR="$REPO_DIR/.venv"
+MANAGE="$VENV_DIR/bin/python $REPO_DIR/standalone/manage.py"
+SERVICES="bambu-run-web.service bambu-run-collector.service"
+
+# Include MCP service if installed
+SERVICE_DIR="$HOME/.config/systemd/user"
+if [ -f "$SERVICE_DIR/bambu-run-mcp.service" ]; then
+    SERVICES="$SERVICES bambu-run-mcp.service"
+fi
+
+case "${1:-help}" in
+    start)
+        systemctl --user start $SERVICES
+        echo "Bambu-Run started."
+        ;;
+    stop)
+        systemctl --user stop $SERVICES
+        echo "Bambu-Run stopped."
+        ;;
+    restart)
+        systemctl --user restart $SERVICES
+        echo "Bambu-Run restarted."
+        ;;
+    status)
+        systemctl --user status $SERVICES --no-pager
+        ;;
+    logs)
+        JOURNAL_UNITS="-u bambu-run-web -u bambu-run-collector"
+        if [ -f "$SERVICE_DIR/bambu-run-mcp.service" ]; then
+            JOURNAL_UNITS="$JOURNAL_UNITS -u bambu-run-mcp"
+        fi
+        journalctl --user $JOURNAL_UNITS -f --no-hostname
+        ;;
+    update)
+        echo "Pulling latest code..."
+        cd "$REPO_DIR" && git pull
+
+        echo "Installing dependencies..."
+        EXTRAS="standalone"
+        if [ -f "$SERVICE_DIR/bambu-run-mcp.service" ]; then
+            EXTRAS="standalone,mcp"
+        fi
+        "$VENV_DIR/bin/pip" install --quiet ".[$EXTRAS]"
+
+        echo "Running migrations..."
+        $MANAGE migrate --noinput
+
+        echo "Collecting static files..."
+        $MANAGE collectstatic --noinput --clear 2>/dev/null
+
+        echo "Restarting services..."
+        systemctl --user restart $SERVICES
+
+        echo "Update complete."
+        ;;
+    help|*)
+        echo "Usage: $0 {start|stop|restart|status|logs|update}"
+        echo
+        echo "  start    Start web + collector services"
+        echo "  stop     Stop web + collector services"
+        echo "  restart  Restart web + collector services"
+        echo "  status   Show service status"
+        echo "  logs     Tail live logs (Ctrl+C to stop)"
+        echo "  update   Pull latest code, install deps, migrate, restart"
+        ;;
+esac

pyproject.toml

@@ -4,11 +4,11 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "bambu-run"
-version = "0.1.0"
+version = "0.1.7"
 description = "Django reusable app for Bambu Lab 3D printer monitoring and filament inventory management"
 readme = "README.md"
 license = {text = "MIT"}
-requires-python = ">=3.10"
+requires-python = ">=3.9"
 authors = [
     {name = "Runnan Li"},
 ]
@@ -40,6 +40,9 @@ standalone = [
     "python-dotenv",
     "whitenoise",
 ]
+mcp = [
+    "mcp[cli]>=1.0",
+]
 dev = [
     "ruff",
     "pytest",
@@ -59,3 +62,7 @@ bambu_run = [
     "templates/bambu_run/*.html",
     "static/bambu_run/**/*",
 ]
+
+[tool.pytest.ini_options]
+DJANGO_SETTINGS_MODULE = "tests.settings"
+python_files = "test_*.py"

setup.sh

@@ -0,0 +1,290 @@
+#!/usr/bin/env bash
+# Bambu-Run Native Setup — single entry point for Raspberry Pi (or any Linux)
+# Usage: git clone ... && cd Bambu-Run && bash setup.sh
+set -euo pipefail
+
+REPO_DIR="$(cd "$(dirname "$0")" && pwd)"
+VENV_DIR="$REPO_DIR/.venv"
+ENV_FILE="$REPO_DIR/.env"
+MANAGE="$VENV_DIR/bin/python $REPO_DIR/standalone/manage.py"
+SERVICE_DIR="$HOME/.config/systemd/user"
+
+green()  { printf '\033[1;32m%s\033[0m\n' "$*"; }
+yellow() { printf '\033[1;33m%s\033[0m\n' "$*"; }
+red()    { printf '\033[1;31m%s\033[0m\n' "$*"; }
+
+# ── 1. Pre-flight checks ─────────────────────────────────────────────────────
+
+green "=== Bambu-Run Native Setup ==="
+echo
+
+# Acquire sudo upfront and keep it alive for the duration of the script
+echo "This script needs sudo for iptables (port redirect) and apt (dependencies)."
+sudo -v
+while true; do sudo -n true; sleep 50; kill -0 "$$" || exit; done 2>/dev/null &
+SUDO_KEEPALIVE_PID=$!
+trap 'kill "$SUDO_KEEPALIVE_PID" 2>/dev/null' EXIT
+echo
+
+# Python >= 3.10
+PYTHON=""
+for cmd in python3.12 python3.11 python3.10 python3; do
+    if command -v "$cmd" &>/dev/null; then
+        ver=$("$cmd" -c 'import sys; print(f"{sys.version_info.major}.{sys.version_info.minor}")')
+        major=${ver%%.*}
+        minor=${ver##*.}
+        if [ "$major" -ge 3 ] && [ "$minor" -ge 10 ]; then
+            PYTHON="$cmd"
+            break
+        fi
+    fi
+done
+
+if [ -z "$PYTHON" ]; then
+    red "Error: Python >= 3.10 is required."
+    echo "Install it with: sudo apt install python3"
+    exit 1
+fi
+green "Found $PYTHON ($ver)"
+
+# Ensure python3-venv is available
+if ! "$PYTHON" -m venv --help &>/dev/null; then
+    yellow "Installing python3-venv..."
+    sudo apt-get update -qq && sudo apt-get install -y -qq python3-venv
+fi
+
+# Detect RAM for gunicorn worker count
+TOTAL_RAM_KB=$(grep MemTotal /proc/meminfo 2>/dev/null | awk '{print $2}' || echo 0)
+if [ "$TOTAL_RAM_KB" -lt 1048576 ]; then
+    WORKERS=1
+else
+    WORKERS=2
+fi
+
+# Prompt for access port
+while true; do
+    read -rp "Choose Bambu-Run Dashboard access port (Default: 80): " ACCESS_PORT
+    ACCESS_PORT="${ACCESS_PORT:-80}"
+    if [[ "$ACCESS_PORT" =~ ^[0-9]+$ ]] && [ "$ACCESS_PORT" -ge 1 ] && [ "$ACCESS_PORT" -le 65535 ]; then
+        break
+    else
+        red "Invalid port '$ACCESS_PORT'. Please enter a number between 1 and 65535."
+    fi
+done
+green "Dashboard will be accessible on port $ACCESS_PORT."
+
+# ── 2. Venv + install ────────────────────────────────────────────────────────
+
+if [ ! -d "$VENV_DIR" ]; then
+    green "Creating virtual environment..."
+    "$PYTHON" -m venv "$VENV_DIR"
+else
+    yellow "Virtual environment already exists, reusing."
+fi
+
+green "Installing dependencies..."
+
+# Stub opencv-python (same trick as Dockerfile — avoids hour-long ARM build)
+"$VENV_DIR/bin/python" -c "
+import site, pathlib
+d = pathlib.Path(site.getsitepackages()[0]) / 'opencv_python-4.99.0.dist-info'
+if not d.exists():
+    d.mkdir()
+    (d / 'METADATA').write_text('Metadata-Version: 2.1\nName: opencv-python\nVersion: 4.99.0\n')
+    (d / 'INSTALLER').write_text('pip\n')
+    (d / 'RECORD').write_text('')
+    print('  opencv stub created')
+else:
+    print('  opencv stub already exists')
+"
+
+"$VENV_DIR/bin/pip" install --quiet --upgrade pip
+"$VENV_DIR/bin/pip" install --quiet ".[standalone]"
+
+# ── 3. Interactive .env ───────────────────────────────────────────────────────
+
+if [ ! -f "$ENV_FILE" ]; then
+    green "Setting up .env configuration..."
+    echo
+
+    read -rp "Bambu Lab email: " BAMBU_USERNAME
+    read -rsp "Bambu Lab password: " BAMBU_PASSWORD
+    echo
+    while true; do
+        read -rp "Timezone [UTC] (e.g. America/Sydney): " TIMEZONE
+        TIMEZONE="${TIMEZONE:-UTC}"
+        if "$VENV_DIR/bin/python" -c "import zoneinfo; zoneinfo.ZoneInfo('$TIMEZONE')" 2>/dev/null; then
+            break
+        else
+            red "Unknown timezone '$TIMEZONE'. Find yours at: https://en.wikipedia.org/wiki/List_of_tz_database_time_zones"
+        fi
+    done
+
+    # Generate a random Django secret key
+    DJANGO_SECRET_KEY=$("$VENV_DIR/bin/python" -c "import secrets; print(secrets.token_urlsafe(50))")
+
+    cat > "$ENV_FILE" <<EOF
+BAMBU_USERNAME=$BAMBU_USERNAME
+BAMBU_PASSWORD=$BAMBU_PASSWORD
+TIMEZONE=$TIMEZONE
+DJANGO_SECRET_KEY=$DJANGO_SECRET_KEY
+DEBUG=False
+EOF
+    green ".env created."
+else
+    yellow ".env already exists, skipping."
+fi
+
+# ── 4. Migrate ────────────────────────────────────────────────────────────────
+
+green "Running database migrations..."
+$MANAGE migrate --noinput
+
+# ── 5. Bambu authentication ──────────────────────────────────────────────────
+
+if ! grep -q '^BAMBU_TOKEN=' "$ENV_FILE" 2>/dev/null; then
+    green "Authenticating with Bambu Lab (email verification required)..."
+    echo "A verification code will be sent to your email."
+    echo
+
+    # Run collector in --once mode for interactive auth
+    $MANAGE bambu_collector --once || true
+
+    echo
+    read -rp "Paste your BAMBU_TOKEN from above (or press Enter to skip): " TOKEN
+    if [ -n "$TOKEN" ]; then
+        echo "BAMBU_TOKEN=$TOKEN" >> "$ENV_FILE"
+        green "Token saved to .env."
+    else
+        yellow "Skipped — you can add BAMBU_TOKEN to .env later."
+    fi
+else
+    yellow "BAMBU_TOKEN already in .env, skipping auth."
+fi
+
+# ── 6. Superuser ─────────────────────────────────────────────────────────────
+
+echo
+if $MANAGE shell -c "from django.contrib.auth import get_user_model; exit(0 if get_user_model().objects.filter(is_superuser=True).exists() else 1)" 2>/dev/null; then
+    yellow "Superuser already exists, skipping. (To add another, run: python standalone/manage.py createsuperuser)"
+else
+    green "Create your dashboard login (Django superuser):"
+    $MANAGE createsuperuser || yellow "Superuser creation skipped."
+fi
+
+# ── 7. Collect static files ──────────────────────────────────────────────────
+
+green "Collecting static files..."
+$MANAGE collectstatic --noinput --clear 2>/dev/null
+
+# ── 8. Seed filament colors ──────────────────────────────────────────────────
+
+echo
+read -rp "Import Bambu Lab filament color catalog? [Y/n] " SEED_COLORS
+SEED_COLORS="${SEED_COLORS:-Y}"
+if [[ "$SEED_COLORS" =~ ^[Yy] ]]; then
+    $MANAGE bambu_import_colors "$REPO_DIR/docs/Bambu_Color_Catalog/"
+fi
+
+# ── 9. Install systemd services ──────────────────────────────────────────────
+
+green "Installing systemd user services..."
+mkdir -p "$SERVICE_DIR"
+
+# Generate unit files with actual paths substituted
+sed "s|{{REPO_DIR}}|$REPO_DIR|g; s|{{VENV_DIR}}|$VENV_DIR|g; s|{{WORKERS}}|$WORKERS|g" \
+    "$REPO_DIR/native/bambu-run-web.service" > "$SERVICE_DIR/bambu-run-web.service"
+
+sed "s|{{REPO_DIR}}|$REPO_DIR|g; s|{{VENV_DIR}}|$VENV_DIR|g" \
+    "$REPO_DIR/native/bambu-run-collector.service" > "$SERVICE_DIR/bambu-run-collector.service"
+
+systemctl --user daemon-reload
+systemctl --user enable bambu-run-web.service bambu-run-collector.service
+
+# ── 9b. Optional MCP server ─────────────────────────────────────────────────
+
+echo
+MCP_ENABLED=false
+read -rp "Enable MCP server for AI agent access (Claude Desktop, Claude Code, etc.)? [y/N] " ENABLE_MCP
+if [[ "$ENABLE_MCP" =~ ^[Yy] ]]; then
+    green "Installing MCP dependencies..."
+    "$VENV_DIR/bin/pip" install --quiet ".[mcp]"
+
+    sed "s|{{REPO_DIR}}|$REPO_DIR|g; s|{{VENV_DIR}}|$VENV_DIR|g" \
+        "$REPO_DIR/native/bambu-run-mcp.service" > "$SERVICE_DIR/bambu-run-mcp.service"
+
+    systemctl --user daemon-reload
+    systemctl --user enable bambu-run-mcp.service
+    systemctl --user start bambu-run-mcp.service
+    MCP_ENABLED=true
+    green "MCP server enabled on port 8808."
+fi
+
+# Enable linger so services survive SSH logout
+loginctl enable-linger "$USER" 2>/dev/null || \
+    sudo loginctl enable-linger "$USER" 2>/dev/null || \
+    yellow "Warning: Could not enable linger. Services may stop when you disconnect SSH."
+
+systemctl --user start bambu-run-web.service bambu-run-collector.service
+
+# ── 10. Port redirect (ACCESS_PORT → 8000 via iptables if needed) ────────────
+
+PORT_OK=false
+if [ "$ACCESS_PORT" -eq 8000 ]; then
+    # Gunicorn already on 8000 — no redirect needed
+    green "Using port 8000 directly (no redirect needed)."
+    PORT_OK=true
+else
+    if sudo iptables -t nat -C PREROUTING -p tcp --dport "$ACCESS_PORT" -j REDIRECT --to-port 8000 2>/dev/null; then
+        yellow "Port $ACCESS_PORT → 8000 redirect already set."
+        PORT_OK=true
+    else
+        # Ensure iptables is available
+        if ! command -v iptables &>/dev/null; then
+            yellow "Installing iptables..."
+            DEBIAN_FRONTEND=noninteractive sudo apt-get install -y -qq iptables
+        fi
+        if sudo iptables -t nat -A PREROUTING -p tcp --dport "$ACCESS_PORT" -j REDIRECT --to-port 8000 && \
+           sudo iptables -t nat -A OUTPUT -o lo -p tcp --dport "$ACCESS_PORT" -j REDIRECT --to-port 8000; then
+            green "Port $ACCESS_PORT → 8000 redirect configured."
+            PORT_OK=true
+            # Persist so it survives reboot
+            if ! command -v netfilter-persistent &>/dev/null; then
+                yellow "Installing iptables-persistent to survive reboots..."
+                DEBIAN_FRONTEND=noninteractive sudo apt-get install -y -qq iptables-persistent
+            fi
+            sudo netfilter-persistent save 2>/dev/null || sudo sh -c 'iptables-save > /etc/iptables/rules.v4'
+        else
+            yellow "Warning: Could not set port $ACCESS_PORT redirect (sudo required). Access via http://<ip>:8000"
+        fi
+    fi
+fi
+
+# ── 11. Summary ───────────────────────────────────────────────────────────────
+
+PI_IP=$(hostname -I 2>/dev/null | awk '{print $1}')
+if [ "$PORT_OK" = true ] && [ "$ACCESS_PORT" -ne 8000 ]; then
+    DASHBOARD_URL="http://${PI_IP:-localhost}$([ "$ACCESS_PORT" -eq 80 ] && echo '' || echo ":$ACCESS_PORT")"
+else
+    DASHBOARD_URL="http://${PI_IP:-localhost}:8000"
+fi
+echo
+green "============================================"
+green "  Bambu-Run is running!"
+green "============================================"
+echo
+echo "  Dashboard:  $DASHBOARD_URL"
+if [ "$MCP_ENABLED" = true ]; then
+    echo "  MCP Server: http://${PI_IP:-localhost}:8808/sse"
+fi
+echo "  Status:     systemctl --user status bambu-run-web bambu-run-collector"
+echo "  Logs:       journalctl --user -u bambu-run-web -u bambu-run-collector -f"
+echo "  Helper:     ./native/bambu-run.sh {start|stop|restart|status|logs|update}"
+echo
+if [ "$MCP_ENABLED" = true ]; then
+    echo "  Claude Desktop config:"
+    echo "    {\"mcpServers\":{\"bambu-run\":{\"url\":\"http://${PI_IP:-localhost}:8808/sse\"}}}"
+    echo
+fi
+echo "  Services auto-start on boot. Safe to close SSH."
+echo

standalone/manage.py

@@ -5,7 +5,15 @@ import sys
 
 # Ensure the project root (/app) is on sys.path so that both 'standalone'
 # and 'bambu_run' are importable regardless of where this script is invoked from.
-sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+PROJECT_ROOT = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+sys.path.insert(0, PROJECT_ROOT)
+
+# Load .env so manage.py commands pick up env vars outside of systemd/Docker
+try:
+    from dotenv import load_dotenv
+    load_dotenv(os.path.join(PROJECT_ROOT, ".env"))
+except ImportError:
+    pass
 
 
 def main():

standalone/settings.py

@@ -111,6 +111,8 @@ PRINTER_IP = os.environ.get("PRINTER_IP", "")
 ACCESS_TOKEN = os.environ.get("ACCESS_TOKEN", "")
 PRINTER_SERIAL = os.environ.get("PRINTER_SERIAL", "")
 
+CSRF_TRUSTED_ORIGINS = os.environ.get("CSRF_TRUSTED_ORIGINS", "").split(",")
+
 # Logging
 LOGGING = {
     "version": 1,

tests/settings.py

@@ -0,0 +1,40 @@
+"""Minimal Django settings for running bambu_run's pytest suite (in-memory SQLite)."""
+
+SECRET_KEY = "test-secret-key"
+
+INSTALLED_APPS = [
+    "django.contrib.auth",
+    "django.contrib.contenttypes",
+    "django.contrib.sessions",
+    "bambu_run",
+]
+
+MIDDLEWARE = [
+    "django.contrib.sessions.middleware.SessionMiddleware",
+    "django.contrib.auth.middleware.AuthenticationMiddleware",
+]
+
+TEMPLATES = [
+    {
+        "BACKEND": "django.template.backends.django.DjangoTemplates",
+        "APP_DIRS": True,
+        "OPTIONS": {
+            "context_processors": [
+                "django.template.context_processors.request",
+                "django.contrib.auth.context_processors.auth",
+            ],
+        },
+    },
+]
+
+DATABASES = {
+    "default": {
+        "ENGINE": "django.db.backends.sqlite3",
+        "NAME": ":memory:",
+    }
+}
+
+USE_TZ = True
+DEFAULT_AUTO_FIELD = "django.db.models.BigAutoField"
+
+ROOT_URLCONF = "tests.urls"

tests/test_ams_type_from_info.py

@@ -0,0 +1,25 @@
+import pytest
+
+from bambu_run.models import ams_type_from_info
+
+
+@pytest.mark.parametrize(
+    "info_code,expected",
+    [
+        # Real-world 8-char info codes captured from a live H2C with
+        # AMS 2 Pro (unit 0), AMS (unit 1), AMS HT (unit 128).
+        ("10001003", "AMS 2 Pro"),
+        ("10001001", "AMS"),
+        ("11002104", "AMS HT"),
+        # Bare 4-digit codes (original assumption) still resolve.
+        ("1001", "AMS"),
+        ("1003", "AMS 2 Pro"),
+        ("2104", "AMS HT"),
+        # Unknown/missing codes resolve to empty string, not an error.
+        ("99999999", ""),
+        ("", ""),
+        (None, ""),
+    ],
+)
+def test_ams_type_from_info(info_code, expected):
+    assert ams_type_from_info(info_code) == expected

tests/test_diagnostics.py

@@ -0,0 +1,68 @@
+import pytest
+
+from bambu_run.diagnostics import redact_diagnostics, build_diagnostics_report
+
+
+def test_redacts_password_and_token_like_keys():
+    data = {"BAMBU_PASSWORD": "hunter2", "access_token": "abc123", "ok": "fine"}
+
+    redacted = redact_diagnostics(data)
+
+    assert redacted["BAMBU_PASSWORD"] == "***REDACTED***"
+    assert redacted["access_token"] == "***REDACTED***"
+    assert redacted["ok"] == "fine"
+
+
+def test_masks_known_identifier_keys_partially():
+    data = {"dev_id": "31B8BP592601478", "tray_uuid": "EE37828FA8844DE1AB12"}
+
+    redacted = redact_diagnostics(data)
+
+    assert redacted["dev_id"] == "31B8...1478"
+    assert redacted["tray_uuid"] == "EE37...AB12"
+
+
+def test_short_identifier_values_fully_masked():
+    data = {"dev_id": "short"}
+
+    redacted = redact_diagnostics(data)
+
+    assert redacted["dev_id"] == "***"
+
+
+def test_recurses_into_nested_structures():
+    data = {"devices": [{"dev_id": "31B8BP592601478", "name": "RNL-H2C"}]}
+
+    redacted = redact_diagnostics(data)
+
+    assert redacted["devices"][0]["dev_id"] == "31B8...1478"
+    assert redacted["devices"][0]["name"] == "RNL-H2C"
+
+
+def test_no_redact_passthrough_keeps_original_values():
+    data = {"dev_id": "31B8BP592601478", "BAMBU_PASSWORD": "hunter2"}
+
+    result = redact_diagnostics(data, redact=False)
+
+    assert result == data
+
+
+def test_build_diagnostics_report_structure():
+    devices = [{"dev_id": "SERIAL-A", "name": "Printer A", "dev_product_name": "H2C"}]
+    raw_payloads = {"SERIAL-A": {"device": {"extruder": {"info": []}}}}
+
+    report = build_diagnostics_report(devices, raw_payloads)
+
+    assert report["device_count"] == 1
+    assert "generated_at" in report
+    assert report["devices"][0]["device_info"]["dev_id"] == "SERIAL-A"
+    assert report["devices"][0]["raw_mqtt_payload"] == {"device": {"extruder": {"info": []}}}
+
+
+def test_build_diagnostics_report_handles_missing_payload():
+    devices = [{"dev_id": "SERIAL-A", "name": "Printer A"}]
+
+    report = build_diagnostics_report(devices, raw_payloads={})
+
+    assert report["devices"][0]["raw_mqtt_payload"] is None
+    assert report["devices"][0]["note"] == "No MQTT data received within the listen window."

tests/test_filament_context.py

@@ -0,0 +1,180 @@
+import pytest
+from decimal import Decimal
+from django.urls import reverse
+from django.utils import timezone
+
+from bambu_run.models import Printer, PrinterMetrics, FilamentSnapshot
+
+
+@pytest.fixture
+def logged_in_client(client, django_user_model):
+    user = django_user_model.objects.create_user(username="tester", password="pw")
+    client.force_login(user)
+    return client
+
+
+@pytest.mark.django_db
+def test_dashboard_filaments_carry_ams_unit_info(logged_in_client):
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    metric = PrinterMetrics.objects.create(device=printer, timestamp=timezone.now())
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=0, ams_unit_id=0, ams_type="AMS",
+        type="PLA", remain_percent=80,
+    )
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=0, ams_unit_id=128, ams_type="AMS HT",
+        type="PA-CF", remain_percent=50,
+    )
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer.pk})
+    )
+
+    filaments = resp.context["stats"]["filaments"]
+    assert len(filaments) == 2
+    units = {(f["ams_unit_id"], f["ams_type"]) for f in filaments}
+    assert units == {(0, "AMS"), (128, "AMS HT")}
+
+    ams_units = resp.context["stats"]["ams_units"]
+    assert ams_units == [
+        {"ams_unit_id": 0, "ams_type": "AMS"},
+        {"ams_unit_id": 128, "ams_type": "AMS HT"},
+    ]
+
+
+@pytest.mark.django_db
+def test_filament_timeline_keeps_same_tray_id_units_separate(logged_in_client):
+    from bambu_run.views import PrinterDashboardView
+
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    metric = PrinterMetrics.objects.create(device=printer, timestamp=timezone.now())
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=0, ams_unit_id=0, ams_type="AMS",
+        type="PLA", sub_type="PLA Basic", color="FF0000", remain_percent=80,
+    )
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=0, ams_unit_id=128, ams_type="AMS HT",
+        type="PLA", sub_type="PLA Basic", color="FF0000", remain_percent=50,
+    )
+
+    view = PrinterDashboardView()
+    timeline = view._prepare_filament_timeline(PrinterMetrics.objects.filter(pk=metric.pk))
+
+    assert len(timeline) == 2
+
+
+@pytest.mark.django_db
+def test_dashboard_renders_unit_pills_and_badges_with_multiple_units(logged_in_client):
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    metric = PrinterMetrics.objects.create(device=printer, timestamp=timezone.now())
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=0, ams_unit_id=0, ams_type="AMS",
+        type="PLA", color="FF0000FF", remain_percent=80,
+    )
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=0, ams_unit_id=128, ams_type="AMS HT",
+        type="PA-CF", color="00FF00FF", remain_percent=50,
+    )
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer.pk})
+    )
+
+    assert resp.status_code == 200
+    html = resp.content.decode()
+    assert "ams-filter-pills" in html
+    assert "ams-badge-ams" in html
+    assert "ams-badge-ams-ht" in html
+    assert 'data-ams-unit-id="0"' in html
+    assert 'data-ams-unit-id="128"' in html
+
+
+@pytest.mark.django_db
+def test_dashboard_groups_filaments_by_ams_unit(logged_in_client):
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    metric = PrinterMetrics.objects.create(
+        device=printer, timestamp=timezone.now(),
+        ams_units=[
+            {"unit_id": "0", "ams_type": "AMS 2 Pro", "humidity": 5, "temp": 22.5},
+            {"unit_id": "128", "ams_type": "AMS HT", "humidity": 8, "temp": 60.0},
+        ],
+    )
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=0, ams_unit_id=0, ams_type="AMS 2 Pro",
+        type="ABS", remain_percent=80,
+    )
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=1, ams_unit_id=0, ams_type="AMS 2 Pro",
+        type="ABS", remain_percent=60,
+    )
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=0, ams_unit_id=128, ams_type="AMS HT",
+        type="PA-CF", remain_percent=50,
+    )
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer.pk})
+    )
+
+    groups = resp.context["stats"]["ams_groups"]
+    assert len(groups) == 2
+
+    ams2pro_group, ht_group = groups
+    assert ams2pro_group["unit_id"] == 0
+    assert ams2pro_group["label"] == "AMS 2 Pro (Unit 0)"
+    assert ams2pro_group["humidity"] == 5
+    assert ams2pro_group["temp"] == 22.5
+    assert len(ams2pro_group["filaments"]) == 2
+
+    assert ht_group["unit_id"] == 128
+    assert ht_group["label"] == "AMS HT (Unit 128)"
+    assert ht_group["humidity"] == 8
+    assert len(ht_group["filaments"]) == 1
+
+
+@pytest.mark.django_db
+def test_dashboard_renders_wide_and_compact_panels(logged_in_client):
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    metric = PrinterMetrics.objects.create(
+        device=printer, timestamp=timezone.now(),
+        ams_units=[
+            {"unit_id": "0", "ams_type": "AMS 2 Pro", "humidity": 5, "temp": 22.5},
+            {"unit_id": "128", "ams_type": "AMS HT", "humidity": 8, "temp": 60.0},
+        ],
+    )
+    for tray_id in range(4):
+        FilamentSnapshot.objects.create(
+            printer_metric=metric, tray_id=tray_id, ams_unit_id=0, ams_type="AMS 2 Pro",
+            type="ABS", remain_percent=80,
+        )
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=0, ams_unit_id=128, ams_type="AMS HT",
+        type="PA-CF", remain_percent=50,
+    )
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer.pk})
+    )
+
+    html = resp.content.decode()
+    assert "ams-group--wide" in html
+    assert "ams-group--compact" in html
+    assert "AMS 2 Pro (Unit 0)" in html
+    assert "AMS HT (Unit 128)" in html
+
+
+@pytest.mark.django_db
+def test_dashboard_hides_unit_pills_with_single_unit(logged_in_client):
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    metric = PrinterMetrics.objects.create(device=printer, timestamp=timezone.now())
+    FilamentSnapshot.objects.create(
+        printer_metric=metric, tray_id=0, ams_unit_id=0, ams_type="AMS",
+        type="PLA", color="FF0000FF", remain_percent=80,
+    )
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer.pk})
+    )
+
+    assert resp.status_code == 200
+    assert "ams-filter-pills" not in resp.content.decode()

tests/test_hotend_collection.py

@@ -0,0 +1,121 @@
+import pytest
+
+from bambu_run.management.commands.bambu_collector import Command, DeviceSession, resolve_printer_device
+from bambu_run.models import Hotend, HotendSnapshot, PrinterMetrics
+
+
+class FakeClient:
+    """Stub in place of BambuPrinter — returns canned snapshots, no real MQTT."""
+
+    def __init__(self, snapshots):
+        self._snapshots = snapshots
+        self._index = 0
+        self._client = None
+
+    def get_snapshot(self):
+        snap = self._snapshots[min(self._index, len(self._snapshots) - 1)]
+        self._index += 1
+        return snap
+
+
+def make_session(device_id, name, snapshots):
+    printer = resolve_printer_device(device_id, {"name": name, "dev_product_name": "H2C"})
+    return DeviceSession(device_id=device_id, client=FakeClient(snapshots), printer=printer)
+
+
+def hotends_snapshot(used_time=11472, wear=100.0):
+    return {
+        "gcode_state": "IDLE",
+        "hotends": [
+            {
+                "raw_id": 21, "serial_number": "20D06A5B2918952", "nozzle_type": "HS01",
+                "diameter": 0.4, "fila_id": "GFA01", "color": "FFFFFF",
+                "used_time_seconds": used_time, "wear_percent": wear, "stat": 0,
+                "is_toolhead": False, "is_empty": False, "slot_number": 6,
+            },
+            {
+                "raw_id": 1, "serial_number": "N/A", "nozzle_type": "HS01",
+                "diameter": 0.4, "fila_id": "", "color": None,
+                "used_time_seconds": 0, "wear_percent": 0.0, "stat": 0,
+                "is_toolhead": False, "is_empty": True, "slot_number": None,
+            },
+            {
+                "raw_id": 0, "serial_number": "20D06A5C0426280", "nozzle_type": "HS01",
+                "diameter": 0.4, "fila_id": "GFA00", "color": "FEC600",
+                "used_time_seconds": 93490, "wear_percent": 100.0, "stat": 0,
+                "is_toolhead": True, "is_empty": False, "slot_number": None,
+            },
+        ],
+    }
+
+
+@pytest.mark.django_db
+def test_first_poll_creates_one_hotend_per_non_empty_entry():
+    session = make_session("SERIAL-A", "Printer A", [hotends_snapshot()])
+
+    cmd = Command()
+    cmd.verbose = False
+    cmd._collect_printer_data(session)
+
+    hotends = Hotend.objects.filter(printer=session.printer)
+    assert hotends.count() == 2  # empty bay (sn="N/A") skipped
+
+    rack = hotends.get(serial_number="20D06A5B2918952")
+    assert rack.raw_id == 21
+    assert rack.slot_number == 6
+    assert rack.is_toolhead is False
+    assert rack.used_time_seconds == 11472
+    assert rack.wear_percent == 100.0
+    assert rack.nozzle_type == "HS01"
+    assert rack.last_filament_profile_id == "GFA01"
+    assert rack.last_color == "FFFFFF"
+
+    toolhead = hotends.get(serial_number="20D06A5C0426280")
+    assert toolhead.is_toolhead is True
+    assert toolhead.slot_number is None
+
+
+@pytest.mark.django_db
+def test_first_poll_creates_one_snapshot_per_non_empty_hotend():
+    session = make_session("SERIAL-A", "Printer A", [hotends_snapshot()])
+
+    cmd = Command()
+    cmd.verbose = False
+    cmd._collect_printer_data(session)
+
+    metric = PrinterMetrics.objects.get(device=session.printer)
+    assert HotendSnapshot.objects.filter(printer_metric=metric).count() == 2
+
+
+@pytest.mark.django_db
+def test_collector_persists_raw_nozzle_info_including_non_inductive_entries():
+    session = make_session("SERIAL-A", "Printer A", [hotends_snapshot()])
+
+    cmd = Command()
+    cmd.verbose = False
+    cmd._collect_printer_data(session)
+
+    metric = PrinterMetrics.objects.get(device=session.printer)
+    assert len(metric.nozzle_info) == 3  # all entries, including the empty/non-inductive one
+    serials = {h["serial_number"] for h in metric.nozzle_info}
+    assert serials == {"20D06A5B2918952", "N/A", "20D06A5C0426280"}
+
+
+@pytest.mark.django_db
+def test_second_poll_updates_existing_hotend_instead_of_duplicating():
+    session = make_session(
+        "SERIAL-A", "Printer A",
+        [hotends_snapshot(used_time=11472, wear=100.0), hotends_snapshot(used_time=11500, wear=100.0)],
+    )
+
+    cmd = Command()
+    cmd.verbose = False
+    cmd._collect_printer_data(session)
+    cmd._collect_printer_data(session)
+
+    hotends = Hotend.objects.filter(printer=session.printer, serial_number="20D06A5B2918952")
+    assert hotends.count() == 1
+    assert hotends.first().used_time_seconds == 11500
+
+    snapshots = HotendSnapshot.objects.filter(hotend=hotends.first())
+    assert snapshots.count() == 2

tests/test_hotend_dashboard.py

@@ -0,0 +1,128 @@
+import pytest
+from django.urls import reverse
+from django.utils import timezone
+
+from bambu_run.models import Printer, PrinterMetrics, Hotend
+
+
+@pytest.fixture
+def logged_in_client(client, django_user_model):
+    user = django_user_model.objects.create_user(username="tester", password="pw")
+    client.force_login(user)
+    return client
+
+
+@pytest.mark.django_db
+def test_dashboard_context_includes_hotends_toolhead_first(logged_in_client):
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    PrinterMetrics.objects.create(device=printer, timestamp=timezone.now())
+
+    Hotend.objects.create(
+        printer=printer, serial_number="RACK-SN", raw_id=16, slot_number=1,
+        is_toolhead=False, nozzle_type="HS01", used_time_seconds=3600, wear_percent=50,
+    )
+    Hotend.objects.create(
+        printer=printer, serial_number="TOOLHEAD-SN", raw_id=0, slot_number=None,
+        is_toolhead=True, nozzle_type="HS01", used_time_seconds=7200, wear_percent=80,
+    )
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer.pk})
+    )
+
+    hotends = resp.context["stats"]["hotends"]
+    assert len(hotends) == 2
+    assert hotends[0].serial_number == "TOOLHEAD-SN"
+    assert hotends[1].serial_number == "RACK-SN"
+
+
+@pytest.mark.django_db
+def test_dashboard_context_includes_non_inductive_nozzle_positions(logged_in_client):
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    PrinterMetrics.objects.create(
+        device=printer, timestamp=timezone.now(),
+        nozzle_info=[
+            {
+                "raw_id": 1, "serial_number": "N/A", "nozzle_type": "HS01", "diameter": 0.4,
+                "fila_id": "", "color": None, "used_time_seconds": 0, "wear_percent": 0.0,
+                "stat": 0, "is_toolhead": False, "is_empty": True, "slot_number": None,
+            },
+        ],
+    )
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer.pk})
+    )
+
+    positions = resp.context["stats"]["nozzle_positions"]
+    assert len(positions) == 1
+    assert positions[0]["nozzle_type"] == "HS01"
+
+
+@pytest.mark.django_db
+def test_dashboard_omits_nozzle_positions_with_no_readable_data(logged_in_client):
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    PrinterMetrics.objects.create(
+        device=printer, timestamp=timezone.now(),
+        nozzle_info=[
+            {
+                "raw_id": 1, "serial_number": "N/A", "nozzle_type": "", "diameter": 0,
+                "fila_id": "", "color": None, "used_time_seconds": 0, "wear_percent": 0.0,
+                "stat": 0, "is_toolhead": False, "is_empty": True, "slot_number": None,
+            },
+        ],
+    )
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer.pk})
+    )
+
+    assert resp.context["stats"]["nozzle_positions"] == []
+    assert "<h5>Hotends</h5>" not in resp.content.decode()
+
+
+@pytest.mark.django_db
+def test_dashboard_renders_nozzle_position_without_serial_or_wear(logged_in_client):
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    PrinterMetrics.objects.create(
+        device=printer, timestamp=timezone.now(),
+        nozzle_info=[
+            {
+                "raw_id": 1, "serial_number": "N/A", "nozzle_type": "HS01", "diameter": 0.4,
+                "fila_id": "", "color": None, "used_time_seconds": 0, "wear_percent": 0.0,
+                "stat": 0, "is_toolhead": False, "is_empty": True, "slot_number": None,
+            },
+        ],
+    )
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer.pk})
+    )
+
+    html = resp.content.decode()
+    assert "Hotends" in html
+    assert "HS01" in html
+    assert "SN: N/A" not in html
+    assert "SN N/A" not in html
+
+
+@pytest.mark.django_db
+def test_dashboard_renders_hotends_card(logged_in_client):
+    printer = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    PrinterMetrics.objects.create(device=printer, timestamp=timezone.now())
+
+    Hotend.objects.create(
+        printer=printer, serial_number="RACK-SN", raw_id=18, slot_number=3,
+        is_toolhead=False, nozzle_type="HS01", diameter=0.4,
+        used_time_seconds=3661, wear_percent=50, last_filament_profile_id="GFA01",
+        last_color="DE4343",
+    )
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer.pk})
+    )
+
+    html = resp.content.decode()
+    assert "Hotends" in html
+    assert "RACK-SN" in html
+    assert "Slot 3" in html

tests/test_hotend_parsing.py

@@ -0,0 +1,100 @@
+from bambu_run.mqtt_client import PrinterState
+
+
+def real_nozzle_payload():
+    """Real captured device.nozzle payload from a live H2C with a Vortek rack
+    (1x AMS, 1x AMS 2 Pro, 1x AMS HT physically connected — unrelated here).
+    SN/used-time cross-checked against the user's Bambu Studio Hotends Info table."""
+    return {
+        "exist": 3997699,
+        "src_id": 17,
+        "tar_id": 17,
+        "state": 0,
+        "info": [
+            {"id": 21, "sn": "20D06A5B2918952", "type": "HS01", "diameter": 0.4,
+             "fila_id": "GFA01", "color_m": "FFFFFFFF", "p_t": 11472, "wear": 128.0, "stat": 0, "tm": 350},
+            {"id": 1, "sn": "N/A", "type": "HS01", "diameter": 0.4,
+             "fila_id": "", "color_m": "00000000", "p_t": 0, "wear": 0.0, "stat": 0, "tm": 0},
+            {"id": 16, "sn": "20D06A5B2919219", "type": "HS01", "diameter": 0.4,
+             "fila_id": "GFA01", "color_m": "A3D8E1FF", "p_t": 105386, "wear": 128.0, "stat": 0, "tm": 350},
+            {"id": 20, "sn": "20D06A590610257", "type": "HS01", "diameter": 0.4,
+             "fila_id": "GFG01", "color_m": "00000000", "p_t": 81506, "wear": 128.0, "stat": 0, "tm": 350},
+            {"id": 18, "sn": "20D06A591506263", "type": "HS01", "diameter": 0.4,
+             "fila_id": "GFA01", "color_m": "DE4343FF", "p_t": 30962, "wear": 128.0, "stat": 0, "tm": 350},
+            {"id": 0, "sn": "20D06A5C0426280", "type": "HS01", "diameter": 0.4,
+             "fila_id": "GFA00", "color_m": "FEC600FF", "p_t": 93490, "wear": 128.0, "stat": 0, "tm": 350},
+            {"id": 19, "sn": "20D06A5C0207881", "type": "HS01", "diameter": 0.4,
+             "fila_id": "GFA01", "color_m": "DE4343FF", "p_t": 1430, "wear": 128.0, "stat": 0, "tm": 350},
+        ],
+    }
+
+
+def make_data(nozzle_payload):
+    return {"print": {"gcode_state": "IDLE", "device": {"nozzle": nozzle_payload}}}
+
+
+def test_snapshot_includes_one_hotend_per_nozzle_info_entry():
+    state = PrinterState.from_mqtt_data(make_data(real_nozzle_payload()))
+    snapshot = state.get_snapshot()
+
+    assert len(snapshot["hotends"]) == 7
+
+
+def test_hotend_fields_extracted_correctly():
+    state = PrinterState.from_mqtt_data(make_data(real_nozzle_payload()))
+    snapshot = state.get_snapshot()
+
+    by_sn = {h["serial_number"]: h for h in snapshot["hotends"]}
+    h = by_sn["20D06A5B2919219"]
+
+    assert h["raw_id"] == 16
+    assert h["nozzle_type"] == "HS01"
+    assert h["diameter"] == 0.4
+    assert h["fila_id"] == "GFA01"
+    assert h["color"] == "A3D8E1"  # alpha stripped
+    assert h["used_time_seconds"] == 105386
+    assert h["wear_percent"] == 100.0  # 128/128*100
+    assert h["is_empty"] is False
+
+
+def test_id_zero_is_toolhead_and_resolves_slot_number():
+    state = PrinterState.from_mqtt_data(make_data(real_nozzle_payload()))
+    snapshot = state.get_snapshot()
+
+    by_sn = {h["serial_number"]: h for h in snapshot["hotends"]}
+    toolhead = by_sn["20D06A5C0426280"]
+
+    assert toolhead["raw_id"] == 0
+    assert toolhead["is_toolhead"] is True
+    assert toolhead["slot_number"] is None  # true bay address hidden while id==0 sentinel
+
+
+def test_rack_bay_ids_resolve_to_slot_numbers_one_through_six():
+    state = PrinterState.from_mqtt_data(make_data(real_nozzle_payload()))
+    snapshot = state.get_snapshot()
+
+    by_sn = {h["serial_number"]: h for h in snapshot["hotends"]}
+
+    assert by_sn["20D06A5B2919219"]["slot_number"] == 1  # raw_id 16
+    assert by_sn["20D06A591506263"]["slot_number"] == 3  # raw_id 18
+    assert by_sn["20D06A5C0207881"]["slot_number"] == 4  # raw_id 19
+    assert by_sn["20D06A590610257"]["slot_number"] == 5  # raw_id 20
+    assert by_sn["20D06A5B2918952"]["slot_number"] == 6  # raw_id 21
+
+
+def test_empty_bay_with_na_serial_is_flagged_empty():
+    state = PrinterState.from_mqtt_data(make_data(real_nozzle_payload()))
+    snapshot = state.get_snapshot()
+
+    by_sn = {h["serial_number"]: h for h in snapshot["hotends"]}
+    empty = by_sn["N/A"]
+
+    assert empty["is_empty"] is True
+    assert empty["is_toolhead"] is False
+
+
+def test_snapshot_hotends_empty_list_when_no_nozzle_payload():
+    state = PrinterState.from_mqtt_data({"print": {"gcode_state": "IDLE"}})
+    snapshot = state.get_snapshot()
+
+    assert snapshot["hotends"] == []

tests/test_multi_ams_collection.py

@@ -0,0 +1,104 @@
+import pytest
+
+from bambu_run.management.commands.bambu_collector import Command, DeviceSession, resolve_printer_device
+from bambu_run.models import Filament, FilamentSnapshot, FilamentUsage, PrinterMetrics
+
+
+class FakeClient:
+    """Stub in place of BambuPrinter — returns canned snapshots, no real MQTT."""
+
+    def __init__(self, snapshots):
+        self._snapshots = snapshots
+        self._index = 0
+        self._client = None
+
+    def get_snapshot(self):
+        snap = self._snapshots[min(self._index, len(self._snapshots) - 1)]
+        self._index += 1
+        return snap
+
+
+def make_session(device_id, name, snapshots):
+    printer = resolve_printer_device(device_id, {"name": name, "dev_product_name": "H2C"})
+    return DeviceSession(device_id=device_id, client=FakeClient(snapshots), printer=printer)
+
+
+def two_unit_tray0_snapshot():
+    """Two AMS units (AMS unit_id=0, AMS HT unit_id=128) both report tray_id=0,
+    with different filament types loaded — these must not collide."""
+    return {
+        "gcode_state": "IDLE",
+        "ams_units": [
+            {"unit_id": "0", "ams_type": "AMS", "humidity": 30, "temp": 25.0},
+            {"unit_id": "128", "ams_type": "AMS HT", "humidity": 20, "temp": 60.0},
+        ],
+        "filaments": [
+            {
+                "tray_id": 0, "type": "PLA", "sub_type": "PLA Basic", "color": "FF0000FF",
+                "tray_uuid": "UUID-UNIT0-TRAY0",
+                "remain_percent": 80, "ams_unit_id": 0, "ams_type": "AMS",
+            },
+            {
+                "tray_id": 0, "type": "PA-CF", "sub_type": "PA6-CF", "color": "00FF00FF",
+                "tray_uuid": "UUID-UNIT128-TRAY0",
+                "remain_percent": 50, "ams_unit_id": 128, "ams_type": "AMS HT",
+            },
+        ],
+    }
+
+
+@pytest.mark.django_db
+def test_two_ams_units_with_same_tray_id_create_distinct_snapshots():
+    session = make_session("SERIAL-A", "Printer A", [two_unit_tray0_snapshot()])
+
+    cmd = Command()
+    cmd.verbose = False
+    cmd._collect_printer_data(session)
+
+    metric = PrinterMetrics.objects.get(device=session.printer)
+    snapshots = FilamentSnapshot.objects.filter(printer_metric=metric).order_by("ams_unit_id")
+
+    assert snapshots.count() == 2
+
+    ams_snap, ht_snap = snapshots
+    assert ams_snap.tray_id == 0
+    assert ams_snap.ams_unit_id == 0
+    assert ams_snap.ams_type == "AMS"
+    assert ams_snap.type == "PLA"
+
+    assert ht_snap.tray_id == 0
+    assert ht_snap.ams_unit_id == 128
+    assert ht_snap.ams_type == "AMS HT"
+    assert ht_snap.type == "PA-CF"
+
+
+@pytest.mark.django_db
+def test_filament_usage_matches_correct_unit_when_tray_ids_collide():
+    start_snapshot = two_unit_tray0_snapshot()
+    start_snapshot.update({"gcode_state": "RUNNING", "subtask_name": "job_1", "print_percent": 1, "tray_now": "0"})
+
+    end_snapshot = two_unit_tray0_snapshot()
+    end_snapshot["filaments"][0]["remain_percent"] = 70  # AMS unit 0 consumed
+    end_snapshot["filaments"][1]["remain_percent"] = 50  # AMS HT unit 128 untouched
+    end_snapshot.update({"gcode_state": "FINISH", "subtask_name": "job_1", "print_percent": 100})
+
+    session = make_session("SERIAL-A", "Printer A", [start_snapshot, end_snapshot])
+
+    cmd = Command()
+    cmd.verbose = False
+    cmd._collect_printer_data(session)
+    cmd._collect_printer_data(session)
+
+    usages = FilamentUsage.objects.filter(print_job__device=session.printer).order_by("ams_unit_id")
+    # Both units reported tray_id=0 with a tracked filament loaded throughout the
+    # job — usage is recorded per physical unit, not collapsed into one ambiguous row.
+    assert usages.count() == 2
+
+    ams_usage, ht_usage = usages
+    assert ams_usage.ams_unit_id == 0
+    assert ams_usage.starting_percent == 80
+    assert ams_usage.ending_percent == 70
+
+    assert ht_usage.ams_unit_id == 128
+    assert ht_usage.starting_percent == 50
+    assert ht_usage.ending_percent == 50

tests/test_multi_device_collection.py

@@ -0,0 +1,90 @@
+import pytest
+
+from bambu_run.management.commands.bambu_collector import (
+    Command,
+    DeviceSession,
+    resolve_printer_device,
+)
+from bambu_run.models import PrintJob, PrinterMetrics
+
+
+class FakeClient:
+    """Stub in place of BambuPrinter — returns canned snapshots, no real MQTT."""
+
+    def __init__(self, snapshots):
+        self._snapshots = snapshots
+        self._index = 0
+        self._client = None  # cloud BambuClient handle used by cloud task sync
+
+    def get_snapshot(self):
+        snap = self._snapshots[min(self._index, len(self._snapshots) - 1)]
+        self._index += 1
+        return snap
+
+
+def make_session(device_id, name, snapshots):
+    printer = resolve_printer_device(device_id, {"name": name, "dev_product_name": "H2C"})
+    return DeviceSession(device_id=device_id, client=FakeClient(snapshots), printer=printer)
+
+
+@pytest.mark.django_db
+def test_collects_metrics_against_the_correct_printer_per_session():
+    session_a = make_session("SERIAL-A", "Printer A", [{"nozzle_temp": 200, "gcode_state": "IDLE"}])
+    session_b = make_session("SERIAL-B", "Printer B", [{"nozzle_temp": 210, "gcode_state": "IDLE"}])
+
+    cmd = Command()
+    cmd.verbose = False
+    cmd._collect_printer_data(session_a)
+    cmd._collect_printer_data(session_b)
+
+    metric_a = PrinterMetrics.objects.get(device=session_a.printer)
+    metric_b = PrinterMetrics.objects.get(device=session_b.printer)
+    assert metric_a.nozzle_temp == 200
+    assert metric_b.nozzle_temp == 210
+
+
+@pytest.mark.django_db
+def test_print_job_tracking_is_isolated_per_session():
+    session_a = make_session(
+        "SERIAL-A",
+        "Printer A",
+        [
+            {"gcode_state": "RUNNING", "subtask_name": "job_A", "print_percent": 10},
+            {"gcode_state": "FINISH", "subtask_name": "job_A", "print_percent": 100},
+        ],
+    )
+    session_b = make_session("SERIAL-B", "Printer B", [{"gcode_state": "IDLE"}])
+
+    cmd = Command()
+    cmd.verbose = False
+    cmd._collect_printer_data(session_a)
+    cmd._collect_printer_data(session_b)
+    cmd._collect_printer_data(session_a)
+
+    assert PrintJob.objects.filter(device=session_a.printer).count() == 1
+    job = PrintJob.objects.get(device=session_a.printer)
+    assert job.final_status == "FINISH"
+    assert session_a.current_print_job is None
+
+    assert PrintJob.objects.filter(device=session_b.printer).count() == 0
+    assert session_b.current_print_job is None
+
+
+@pytest.mark.django_db
+def test_one_session_error_does_not_affect_another_session():
+    session_a = make_session("SERIAL-A", "Printer A", [{"nozzle_temp": 200, "gcode_state": "IDLE"}])
+    session_b = make_session("SERIAL-B", "Printer B", [{"nozzle_temp": 210, "gcode_state": "IDLE"}])
+
+    class ExplodingClient:
+        def get_snapshot(self):
+            raise RuntimeError("MQTT connection lost")
+
+    session_a.client = ExplodingClient()
+
+    cmd = Command()
+    cmd.verbose = False
+    cmd._collect_printer_data(session_a)
+    cmd._collect_printer_data(session_b)
+
+    assert session_a.error_count == 1
+    assert PrinterMetrics.objects.filter(device=session_b.printer).exists()

tests/test_printer_routing.py

@@ -0,0 +1,78 @@
+import pytest
+from django.urls import reverse
+
+from bambu_run.models import Printer
+
+
+@pytest.fixture
+def logged_in_client(client, django_user_model):
+    user = django_user_model.objects.create_user(username="tester", password="pw")
+    client.force_login(user)
+    return client
+
+
+@pytest.mark.django_db
+def test_dashboard_with_no_printers_shows_error(logged_in_client):
+    resp = logged_in_client.get(reverse("bambu_run:printer_dashboard"))
+    assert resp.status_code == 200
+    assert "error" in resp.context
+
+
+@pytest.mark.django_db
+def test_dashboard_defaults_to_first_active_printer(logged_in_client):
+    printer = Printer.objects.create(name="Only Printer", model="H2C", is_active=True)
+
+    resp = logged_in_client.get(reverse("bambu_run:printer_dashboard"))
+
+    assert resp.context["printer_device"].pk == printer.pk
+    assert list(resp.context["all_printers"]) == [printer]
+    # Switcher shows even with a single printer, as a hint that multi-printer exists.
+    assert resp.context["show_printer_switcher"] is True
+
+
+@pytest.mark.django_db
+def test_dashboard_hides_switcher_with_zero_printers(logged_in_client):
+    resp = logged_in_client.get(reverse("bambu_run:printer_dashboard"))
+
+    assert resp.context["show_printer_switcher"] is False
+
+
+@pytest.mark.django_db
+def test_dashboard_pk_route_shows_requested_printer(logged_in_client):
+    Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    printer_b = Printer.objects.create(name="Printer B", model="X1C", is_active=True)
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": printer_b.pk})
+    )
+
+    assert resp.context["printer_device"].pk == printer_b.pk
+    assert resp.context["device_name"] == "Printer B"
+
+
+@pytest.mark.django_db
+def test_dashboard_unknown_pk_returns_404(logged_in_client):
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_dashboard", kwargs={"pk": 99999})
+    )
+    assert resp.status_code == 404
+
+
+@pytest.mark.django_db
+def test_api_pk_route_returns_only_requested_printer_data(logged_in_client):
+    from bambu_run.models import PrinterMetrics
+    from django.utils import timezone
+    from decimal import Decimal
+
+    printer_a = Printer.objects.create(name="Printer A", model="H2C", is_active=True)
+    printer_b = Printer.objects.create(name="Printer B", model="X1C", is_active=True)
+    PrinterMetrics.objects.create(device=printer_a, timestamp=timezone.now(), nozzle_temp=Decimal("200"))
+    PrinterMetrics.objects.create(device=printer_b, timestamp=timezone.now(), nozzle_temp=Decimal("210"))
+
+    resp = logged_in_client.get(
+        reverse("bambu_run:printer_api", kwargs={"pk": printer_b.pk})
+    )
+
+    assert resp.status_code == 200
+    data = resp.json()
+    assert data["nozzle_temp"] == [210.0]

tests/test_resolve_printer_device.py

@@ -0,0 +1,78 @@
+import pytest
+
+from bambu_run.management.commands.bambu_collector import resolve_printer_device
+from bambu_run.models import Printer
+
+
+@pytest.mark.django_db
+def test_creates_new_printer_keyed_by_serial():
+    printer = resolve_printer_device(
+        "0309DA123456", {"name": "RNL-H2C", "dev_product_name": "H2C"}
+    )
+
+    assert printer.serial_number == "0309DA123456"
+    assert printer.name == "RNL-H2C"
+    assert printer.model == "H2C"
+    assert printer.is_active is True
+
+
+@pytest.mark.django_db
+def test_second_call_with_same_serial_does_not_create_duplicate():
+    first = resolve_printer_device("SERIAL-A", {"name": "Printer A", "dev_product_name": "H2C"})
+    second = resolve_printer_device("SERIAL-A", {"name": "Printer A", "dev_product_name": "H2C"})
+
+    assert first.pk == second.pk
+    assert Printer.objects.filter(serial_number="SERIAL-A").count() == 1
+
+
+@pytest.mark.django_db
+def test_two_different_serials_create_two_printers():
+    a = resolve_printer_device("SERIAL-A", {"name": "Printer A", "dev_product_name": "H2C"})
+    b = resolve_printer_device("SERIAL-B", {"name": "Printer B", "dev_product_name": "X1C"})
+
+    assert a.pk != b.pk
+    assert Printer.objects.count() == 2
+
+
+@pytest.mark.django_db
+def test_backfills_single_legacy_printer_with_null_serial():
+    legacy = Printer.objects.create(
+        name="Bambu Lab Printer", model="Bambu Lab", manufacturer="Bambu Lab", is_active=True
+    )
+
+    resolved = resolve_printer_device("SERIAL-A", {"name": "RNL-H2C", "dev_product_name": "H2C"})
+
+    legacy.refresh_from_db()
+    assert resolved.pk == legacy.pk
+    assert legacy.serial_number == "SERIAL-A"
+    assert Printer.objects.count() == 1
+
+
+@pytest.mark.django_db
+def test_does_not_guess_when_multiple_legacy_printers_exist():
+    Printer.objects.create(name="Legacy 1", model="Bambu Lab")
+    Printer.objects.create(name="Legacy 2", model="Bambu Lab")
+
+    resolved = resolve_printer_device("SERIAL-A", {"name": "RNL-H2C", "dev_product_name": "H2C"})
+
+    assert resolved.serial_number == "SERIAL-A"
+    assert Printer.objects.count() == 3
+
+
+@pytest.mark.django_db
+def test_falls_back_to_generic_defaults_without_device_info():
+    printer = resolve_printer_device("SERIAL-A", None)
+
+    assert printer.serial_number == "SERIAL-A"
+    assert printer.name == "Bambu Lab Printer"
+    assert printer.model == "Bambu Lab"
+
+
+@pytest.mark.django_db
+def test_updates_name_and_model_on_existing_printer_when_changed():
+    resolve_printer_device("SERIAL-A", {"name": "Old Name", "dev_product_name": "H2C"})
+
+    updated = resolve_printer_device("SERIAL-A", {"name": "New Name", "dev_product_name": "H2C"})
+
+    assert updated.name == "New Name"
+    assert Printer.objects.filter(serial_number="SERIAL-A").count() == 1

tests/test_vortek_groundwork.py

@@ -0,0 +1,43 @@
+import pytest
+
+from bambu_run.mqtt_client import PrinterState
+from bambu_run.management.commands.bambu_collector import Command, DeviceSession, resolve_printer_device
+from bambu_run.models import PrinterMetrics
+
+
+def test_snapshot_includes_raw_device_payload_for_future_vortek_modeling():
+    raw_device = {
+        "extruder": {"info": [{"id": 0, "temp": 12058720}, {"id": 1, "temp": 11534560}]},
+        "nozzle": {"info": [{"id": 0, "diameter": 0.4}]},
+    }
+    data = {"print": {"device": raw_device, "gcode_state": "IDLE"}}
+
+    state = PrinterState.from_mqtt_data(data)
+    snapshot = state.get_snapshot()
+
+    assert snapshot["vortek_raw"] == raw_device
+
+
+def test_snapshot_vortek_raw_defaults_to_empty_dict_when_no_device_payload():
+    state = PrinterState.from_mqtt_data({"print": {"gcode_state": "IDLE"}})
+    snapshot = state.get_snapshot()
+
+    assert snapshot["vortek_raw"] == {}
+
+
+@pytest.mark.django_db
+def test_collector_persists_vortek_raw_onto_printer_metrics():
+    printer = resolve_printer_device("SERIAL-A", {"name": "H2C", "dev_product_name": "H2C"})
+
+    class FakeClient:
+        def get_snapshot(self):
+            return {"gcode_state": "IDLE", "vortek_raw": {"extruder": {"info": []}}}
+
+    session = DeviceSession(device_id="SERIAL-A", client=FakeClient(), printer=printer)
+
+    cmd = Command()
+    cmd.verbose = False
+    cmd._collect_printer_data(session)
+
+    metric = PrinterMetrics.objects.get(device=printer)
+    assert metric.vortek_raw == {"extruder": {"info": []}}

tests/urls.py

@@ -0,0 +1,5 @@
+from django.urls import include, path
+
+urlpatterns = [
+    path("", include("bambu_run.urls")),
+]