diff --git a/.gitea/workflows/pr.yml b/.gitea/workflows/pr.yml
index e6a632f..b2be0f4 100644
--- a/.gitea/workflows/pr.yml
+++ b/.gitea/workflows/pr.yml
@@ -41,7 +41,7 @@ jobs:
   e2e:
     runs-on: ubuntu-latest
     container:
-      image: mcr.microsoft.com/playwright:v1.59.1-noble
+      image: mcr.microsoft.com/playwright:v1.61.1-noble
     steps:
       - uses: https://git.keligrubb.com/actions/checkout@v7
 
diff --git a/.nuxtrc b/.nuxtrc
index 1e1fe83..640f280 100644
--- a/.nuxtrc
+++ b/.nuxtrc
@@ -1 +1 @@
-setups.@nuxt/test-utils="4.0.0"
\ No newline at end of file
+setups.@nuxt/test-utils="4.0.3"
\ No newline at end of file
diff --git a/README.md b/README.md
index 1de3c68..59c2a76 100644
--- a/README.md
+++ b/README.md
@@ -56,7 +56,7 @@ See [docs/live-streaming.md](docs/live-streaming.md) for setup and usage.
 
 ### ATAK / CoT (Cursor on Target)
 
-KestrelOS can act as a **TAK Server** so ATAK and iTAK devices connect and share positions. No plugins: in ATAK, add a **Server** connection (host = KestrelOS, port **8089** for CoT). Check **Use Authentication** and enter your **KestrelOS username** and **password** (local users use their login password; OIDC users must set an **ATAK password** once under **Account** in the web app). Devices relay CoT to each other (team members see each other on the ATAK map) and appear on the KestrelOS web map; they drop off after ~90 seconds if no updates. Optional: set `COT_TTL_MS`, `COT_REQUIRE_AUTH`; CoT runs on port 8089 (default).
+KestrelOS can act as a **TAK Server** so ATAK and iTAK devices connect and share positions. No plugins: in ATAK, add a **Server** connection (host = KestrelOS, port **8089** for CoT). Check **Use Authentication** and enter your **KestrelOS username** and **password** (local users use their login password; OIDC users must set an **ATAK password** once under **Account** in the web app). Devices relay CoT to each other (team members see each other on the ATAK map) and appear on the KestrelOS web map; they drop off after ~90 seconds if no updates. CoT runs on port 8089 (default).
 
 ## Scripts
 
@@ -74,7 +74,7 @@ Full docs are in the **[docs/](docs/README.md)** directory: [installation](docs/
 ## Configuration
 
 - **Devices**: Manage cameras/devices via the API (`/api/devices`); see [Map and cameras](docs/map-and-cameras.md). Each device needs `name`, `device_type`, `lat`, `lng`, `stream_url`, and `source_type` (`mjpeg` or `hls`).
-- **Environment**: No required env vars for basic run. For production, set `HOST=0.0.0.0` and expose ports 3000 (web/API) and 8089 (CoT). Set `COT_TTL_MS=90000`, `COT_REQUIRE_AUTH=true`. For TLS use `.dev-certs/` or set `COT_SSL_CERT` and `COT_SSL_KEY`.
+- **Environment**: No required env vars for basic run. For production, set `HOST=0.0.0.0` and expose ports 3000 (web/API) and 8089 (CoT). For TLS use `.dev-certs/` or set `COT_SSL_CERT` and `COT_SSL_KEY`.
 - **Authentication**: The login page always offers password sign-in (local). Optionally set `BOOTSTRAP_EMAIL` and `BOOTSTRAP_PASSWORD` before the first run to create the first admin; otherwise a default admin is created and its credentials are printed in the terminal. To also show an OIDC sign-in button, configure `OIDC_ISSUER`, `OIDC_CLIENT_ID`, `OIDC_CLIENT_SECRET`, and optionally `OIDC_LABEL`, `OIDC_REDIRECT_URI`. See [docs/auth.md](docs/auth.md) for local login, OIDC config, and sign up.
 - **Bootstrap admin** (when using local auth): The server initializes the database and runs bootstrap at startup. On first run (no users in the database), it creates the first admin. If you set `BOOTSTRAP_EMAIL` and `BOOTSTRAP_PASSWORD` before starting, that account is created. If you don't set them, a default admin is created (identifier: `admin`) with a random password and the credentials are printed in the terminal-copy them and sign in at `/login`, then change the password or add users via Members. Use **Members** to change roles (admin, leader, member). Only admins can change roles; admins and leaders can edit POIs.
 - **Database**: SQLite file at `data/kestrelos.db` (created automatically). Contains users, sessions, and POIs.
diff --git a/app/app.vue b/app/app.vue
index 4c26c91..f8eacfa 100644
--- a/app/app.vue
+++ b/app/app.vue
@@ -1,5 +1,5 @@
 <template>
   <NuxtLayout>
-    <NuxtPage :key="$route.path" />
+    <NuxtPage />
   </NuxtLayout>
 </template>
diff --git a/app/assets/css/main.css b/app/assets/css/main.css
index 56a23fa..d55f3e1 100644
--- a/app/assets/css/main.css
+++ b/app/assets/css/main.css
@@ -16,6 +16,9 @@
   .kestrel-btn-secondary { @apply rounded border border-kestrel-border px-4 py-2 text-sm text-kestrel-text transition-colors hover:bg-kestrel-border; }
   .kestrel-context-menu-item { @apply block w-full px-3 py-1.5 text-left text-sm text-kestrel-text transition-colors hover:bg-kestrel-border; }
   .kestrel-context-menu-item-danger { @apply block w-full px-3 py-1.5 text-left text-sm text-red-400 transition-colors hover:bg-kestrel-border; }
+  .kestrel-cot-layer-btn { @apply rounded px-1.5 py-0.5 text-kestrel-muted transition-colors hover:text-kestrel-text; }
+  .kestrel-cot-layer-btn-active { @apply bg-kestrel-border text-kestrel-accent; }
+  .cot-icon-rotatable { @apply inline-flex origin-center; }
   .kestrel-panel-base { @apply flex flex-col border border-kestrel-border bg-kestrel-surface; }
   .kestrel-panel-inline { @apply rounded-lg shadow-glow; }
   .kestrel-panel-overlay { @apply absolute right-0 top-0 z-[1000] h-full w-full border-l shadow-glow md:w-[420px] shadow-glow-panel; }
@@ -84,12 +87,14 @@
 }
 .kestrel-map-container .leaflet-control-zoom,
 .kestrel-map-container .leaflet-control-locate,
+.kestrel-map-container .leaflet-control-alpr,
 .kestrel-map-container .savetiles.leaflet-bar {
   @apply rounded-md overflow-hidden font-mono border border-kestrel-glow shadow-glow-sm;
   border-color: rgba(34, 201, 201, 0.35) !important;
 }
 .kestrel-map-container .leaflet-control-zoom a,
 .kestrel-map-container .leaflet-control-locate,
+.kestrel-map-container .leaflet-control-alpr,
 .kestrel-map-container .savetiles.leaflet-bar a {
   @apply w-8 h-8 leading-8 bg-kestrel-surface text-kestrel-text border-none rounded-none text-lg font-semibold no-underline transition-all duration-150;
   width: 32px !important;
@@ -105,9 +110,14 @@
 }
 .kestrel-map-container .leaflet-control-zoom a:hover,
 .kestrel-map-container .leaflet-control-locate:hover,
+.kestrel-map-container .leaflet-control-alpr:hover,
 .kestrel-map-container .savetiles.leaflet-bar a:hover {
   @apply bg-kestrel-surface-hover text-kestrel-accent shadow-glow-md text-shadow-glow-md;
 }
+.kestrel-map-container .leaflet-control-alpr[aria-pressed="true"] {
+  color: #ef4444 !important;
+  box-shadow: 0 0 8px rgba(239, 68, 68, 0.45);
+}
 .kestrel-map-container .savetiles.leaflet-bar {
   @apply flex flex-col;
 }
@@ -119,12 +129,38 @@
   padding: 6px 10px !important;
   font-size: 11px !important;
 }
-.kestrel-map-container .leaflet-control-locate {
+.kestrel-map-container .leaflet-control-locate,
+.kestrel-map-container .leaflet-control-alpr {
   @apply flex items-center justify-center p-0 cursor-pointer;
 }
-.kestrel-map-container .leaflet-control-locate svg {
+.kestrel-map-container .leaflet-control-locate svg,
+.kestrel-map-container .leaflet-control-alpr svg {
   color: currentColor;
 }
+.kestrel-map-container .alpr-cone {
+  display: inline-flex;
+  transform-origin: center center;
+}
+.kestrel-map-container .alpr-cluster-icon {
+  background: transparent;
+  border: none;
+}
+.kestrel-map-container .alpr-cluster {
+  @apply flex items-center justify-center rounded-full bg-red-500/90 font-mono text-xs font-semibold text-white;
+  width: 100%;
+  height: 100%;
+  box-shadow: 0 0 8px rgba(239, 68, 68, 0.5);
+}
+.kestrel-map-container .cot-cluster-icon {
+  background: transparent;
+  border: none;
+}
+.kestrel-map-container .cot-cluster {
+  @apply flex items-center justify-center rounded-full bg-sky-500/90 font-mono text-xs font-semibold text-white;
+  width: 100%;
+  height: 100%;
+  box-shadow: 0 0 8px rgba(56, 189, 248, 0.5);
+}
 .kestrel-map-container .live-session-icon {
   animation: live-pulse 1.5s ease-in-out infinite;
 }
diff --git a/app/components/AppShell.vue b/app/components/AppShell.vue
index 0c7be21..7386f83 100644
--- a/app/components/AppShell.vue
+++ b/app/components/AppShell.vue
@@ -26,6 +26,11 @@
           :user="user"
           @signout="onLogout"
         />
+        <span
+          v-else-if="authPending"
+          class="inline-block h-8 w-8"
+          aria-hidden="true"
+        />
         <NuxtLink
           v-else
           to="/login"
@@ -75,7 +80,7 @@ watch(sidebarCollapsed, (v) => {
   }
 })
 
-const { user, refresh } = useUser()
+const { user, authPending, refresh } = useUser()
 
 watch(isMobile, (mobile) => {
   if (mobile) drawerOpen.value = false
diff --git a/app/components/KestrelMap.vue b/app/components/KestrelMap.vue
index 18e0cf7..4e5a181 100644
--- a/app/components/KestrelMap.vue
+++ b/app/components/KestrelMap.vue
@@ -47,11 +47,41 @@
       @submit="onPoiSubmit"
       @confirm-delete="confirmDeletePoi"
     />
+
+    <div
+      v-if="mapContext"
+      class="pointer-events-auto absolute right-3 top-3 z-[1000] flex gap-0.5 rounded border border-kestrel-border bg-kestrel-surface/95 p-0.5 text-xs shadow-glow"
+      data-testid="cot-layer-toggles"
+    >
+      <button
+        v-for="layer in COT_LAYERS"
+        :key="layer.key"
+        type="button"
+        class="kestrel-cot-layer-btn"
+        :class="{ 'kestrel-cot-layer-btn-active': cotLayers[layer.key] }"
+        @click="emit('toggleCotLayer', layer.key)"
+      >
+        {{ layer.label }}
+      </button>
+    </div>
   </div>
 </template>
 
 <script setup>
 import 'leaflet/dist/leaflet.css'
+import {
+  createAlprControl,
+  createAlprLayer,
+  setAlprControlPressed,
+  syncAlprLayer,
+} from '~/utils/alprMapLayer.js'
+import {
+  createCotLayer,
+  getCotClusters,
+  loadCotCluster,
+  syncCotLayer,
+} from '~/utils/cotMapLayer.js'
+import { clearFeatureMarkers } from '~/utils/mapMarkerSync.js'
 
 const props = defineProps({
   devices: {
@@ -70,13 +100,25 @@ const props = defineProps({
     type: Array,
     default: () => [],
   },
+  cotLayers: {
+    type: Object,
+    default: () => ({ air: true, surface: true, ground: true }),
+  },
+  alprMarkers: {
+    type: Array,
+    default: () => [],
+  },
+  showAlpr: {
+    type: Boolean,
+    default: false,
+  },
   canEditPois: {
     type: Boolean,
     default: false,
   },
 })
 
-const emit = defineEmits(['select', 'selectLive', 'refreshPois'])
+const emit = defineEmits(['select', 'selectLive', 'refreshPois', 'boundsChange', 'toggleAlpr', 'toggleCotLayer'])
 const CONTEXT_MENU_EMPTY = Object.freeze({ type: null, poi: null, latlng: null, x: 0, y: 0 })
 const mapRef = ref(null)
 const contextMenuRef = ref(null)
@@ -85,7 +127,9 @@ const mapContext = ref(null)
 const markersRef = ref([])
 const poiMarkersRef = ref({})
 const liveMarkersRef = ref({})
-const cotMarkersRef = ref({})
+const cotLayerRef = ref(null)
+const cotMapView = ref(null)
+const alprLayerRef = ref(null)
 const contextMenu = ref({ ...CONTEXT_MENU_EMPTY })
 
 const showPoiModal = ref(false)
@@ -104,6 +148,11 @@ const DEFAULT_ZOOM = 17
 const MARKER_ICON_PATH = '/'
 const POI_TOOLTIP_CLASS = 'kestrel-poi-tooltip'
 const POI_ICON_COLORS = { pin: '#22c9c9', flag: '#e53e3e', waypoint: '#a78bfa' }
+const COT_LAYERS = Object.freeze([
+  { key: 'air', label: 'Air' },
+  { key: 'surface', label: 'Surface' },
+  { key: 'ground', label: 'Team' },
+])
 
 const ICON_SIZE = 28
 
@@ -141,14 +190,41 @@ function getLiveSessionIcon(L) {
   })
 }
 
-const COT_ICON_COLOR = '#f59e0b' /* amber - ATAK/CoT devices */
-function getCotEntityIcon(L) {
-  const html = `<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="${COT_ICON_COLOR}" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="9"/><circle cx="12" cy="8" r="2.5" fill="${COT_ICON_COLOR}"/></svg>`
-  return L.divIcon({
-    className: 'poi-div-icon cot-entity-icon',
-    html: `<span class="poi-icon-svg">${html}</span>`,
-    iconSize: [ICON_SIZE, ICON_SIZE],
-    iconAnchor: [ICON_SIZE / 2, ICON_SIZE],
+function refreshCotMapView(map) {
+  const bounds = map.getBounds()
+  cotMapView.value = {
+    south: bounds.getSouth(),
+    west: bounds.getWest(),
+    north: bounds.getNorth(),
+    east: bounds.getEast(),
+    zoom: map.getZoom(),
+  }
+}
+
+function renderCotLayer() {
+  const ctx = mapContext.value
+  const { L } = leafletRef.value || {}
+  const layer = cotLayerRef.value
+  if (!ctx?.map || !L || !layer) return
+  const view = cotMapView.value
+  const features = view ? getCotClusters(view) : []
+  syncCotLayer(L, ctx.map, layer, features)
+}
+
+function reloadCotCluster() {
+  loadCotCluster(props.cotEntities || [])
+  renderCotLayer()
+}
+
+function emitBounds(map) {
+  refreshCotMapView(map)
+  const bounds = map.getBounds()
+  emit('boundsChange', {
+    south: bounds.getSouth(),
+    west: bounds.getWest(),
+    north: bounds.getNorth(),
+    east: bounds.getEast(),
+    zoom: map.getZoom(),
   })
 }
 
@@ -160,7 +236,7 @@ function createMap(initialCenter) {
     ? initialCenter
     : DEFAULT_VIEW
 
-  const map = L.map(mapRef.value, { zoomControl: false, attributionControl: false }).setView(center, DEFAULT_ZOOM)
+  const map = L.map(mapRef.value, { zoomControl: false, attributionControl: false, minZoom: 1, maxZoom: 19 }).setView(center, DEFAULT_ZOOM)
   L.control.zoom({ position: 'topleft' }).addTo(map)
 
   const locateControl = L.control({ position: 'topleft' })
@@ -186,6 +262,14 @@ function createMap(initialCenter) {
   }
   locateControl.addTo(map)
 
+  const alprControl = createAlprControl(L, {
+    showAlpr: props.showAlpr,
+    onToggle: () => emit('toggleAlpr'),
+  })
+  alprControl.addTo(map)
+  const alprLayer = createAlprLayer(L, map)
+  const cotLayer = createCotLayer(L, map)
+
   const baseLayer = L.tileLayer(TILE_URL, {
     attribution: ATTRIBUTION,
     subdomains: TILE_SUBDOMAINS,
@@ -214,12 +298,28 @@ function createMap(initialCenter) {
     contextMenu.value = { type: 'map', latlng: e.latlng, x: pt.x, y: pt.y }
   })
 
-  mapContext.value = { map, layer: baseLayer, control, locateControl }
+  map.on('moveend', () => {
+    emitBounds(map)
+    renderCotLayer()
+  })
+  map.on('zoomend', () => {
+    emitBounds(map)
+    renderCotLayer()
+  })
+
+  mapContext.value = { map, layer: baseLayer, control, locateControl, alprControl }
+  alprLayerRef.value = alprLayer
+  cotLayerRef.value = cotLayer
+  refreshCotMapView(map)
   updateMarkers()
   updatePoiMarkers()
   updateLiveMarkers()
-  updateCotMarkers()
-  nextTick(() => map.invalidateSize())
+  reloadCotCluster()
+  updateAlprLayer()
+  nextTick(() => {
+    map.invalidateSize()
+    emitBounds(map)
+  })
 }
 
 function updateMarkers() {
@@ -309,37 +409,16 @@ function updateLiveMarkers() {
   liveMarkersRef.value = next
 }
 
-function updateCotMarkers() {
+function updateAlprLayer() {
   const ctx = mapContext.value
   const { L } = leafletRef.value || {}
-  if (!ctx?.map || !L) return
-
-  const entities = (props.cotEntities || []).filter(
-    e => typeof e?.lat === 'number' && typeof e?.lng === 'number' && e?.id,
-  )
-  const byId = Object.fromEntries(entities.map(e => [e.id, e]))
-  const prev = cotMarkersRef.value
-  const icon = getCotEntityIcon(L)
-
-  Object.keys(prev).forEach((id) => {
-    if (!byId[id]) prev[id]?.remove()
-  })
-
-  const next = entities.reduce((acc, entity) => {
-    const content = `<div class="kestrel-live-popup"><strong>${escapeHtml(entity.label || entity.id)}</strong> <span class="text-kestrel-muted">ATAK</span></div>`
-    const existing = prev[entity.id]
-    if (existing) {
-      existing.setLatLng([entity.lat, entity.lng])
-      existing.setIcon(icon)
-      existing.getPopup()?.setContent(content)
-      return { ...acc, [entity.id]: existing }
-    }
-    const marker = L.marker([entity.lat, entity.lng], { icon })
-      .addTo(ctx.map)
-      .bindPopup(content, { className: 'kestrel-live-popup-wrap', maxWidth: 360 })
-    return { ...acc, [entity.id]: marker }
-  }, {})
-  cotMarkersRef.value = next
+  const layer = alprLayerRef.value
+  if (!ctx?.map || !L || !layer) return
+  if (!props.showAlpr) {
+    clearFeatureMarkers(layer)
+    return
+  }
+  syncAlprLayer(L, ctx.map, layer, props.alprMarkers || [])
 }
 
 function escapeHtml(text) {
@@ -427,17 +506,22 @@ function destroyMap() {
   poiMarkersRef.value = {}
   Object.values(liveMarkersRef.value).forEach(m => m?.remove())
   liveMarkersRef.value = {}
-  Object.values(cotMarkersRef.value).forEach(m => m?.remove())
-  cotMarkersRef.value = {}
+  clearFeatureMarkers(cotLayerRef.value)
+  clearFeatureMarkers(alprLayerRef.value)
 
   const ctx = mapContext.value
   if (ctx) {
     if (ctx.control && ctx.map) ctx.map.removeControl(ctx.control)
     if (ctx.locateControl && ctx.map) ctx.map.removeControl(ctx.locateControl)
+    if (ctx.alprControl && ctx.map) ctx.map.removeControl(ctx.alprControl)
+    if (cotLayerRef.value && ctx.map) ctx.map.removeLayer(cotLayerRef.value)
+    if (alprLayerRef.value && ctx.map) ctx.map.removeLayer(alprLayerRef.value)
     if (ctx.layer && ctx.map) ctx.map.removeLayer(ctx.layer)
     if (ctx.map) ctx.map.remove()
     mapContext.value = null
   }
+  cotLayerRef.value = null
+  alprLayerRef.value = null
 }
 
 function initMapWithLocation() {
@@ -503,5 +587,11 @@ onBeforeUnmount(() => {
 watch(() => props.devices, () => updateMarkers(), { deep: true })
 watch([() => props.pois, () => props.canEditPois], () => updatePoiMarkers(), { deep: true })
 watch(() => props.liveSessions, () => updateLiveMarkers(), { deep: true })
-watch(() => props.cotEntities, () => updateCotMarkers(), { deep: true })
+watch(() => props.cotEntities, () => reloadCotCluster())
+watch(() => props.alprMarkers, () => updateAlprLayer())
+watch(() => props.showAlpr, (enabled) => {
+  setAlprControlPressed(mapContext.value?.alprControl, enabled)
+  if (enabled && mapContext.value?.map) emitBounds(mapContext.value.map)
+  else updateAlprLayer()
+})
 </script>
diff --git a/app/composables/useAlprCameras.js b/app/composables/useAlprCameras.js
new file mode 100644
index 0000000..1147348
--- /dev/null
+++ b/app/composables/useAlprCameras.js
@@ -0,0 +1,146 @@
+import { createClusterIndex } from '~/utils/mapCluster.js'
+import {
+  MAX_BBOX_DEGREES,
+  bboxFetchKey,
+  bboxToTileKey,
+  tileKey,
+  tilesNearCenter,
+} from '~/utils/alprViewport.js'
+
+const STORAGE_KEY = 'kestrelos:showAlprLayer'
+const MIN_FETCH_ZOOM = 10
+const MAX_TILE_FETCHES = 16
+const MAX_CACHED_TILES = 64
+const TILE_RETENTION = 3
+const EMPTY_TILES = Object.freeze({})
+
+const mergeFeatures = lists => Object.values(
+  lists.flat().reduce((acc, feature) => {
+    const id = feature.id ?? feature.properties?.osmId
+    return id == null ? acc : { ...acc, [id]: feature }
+  }, {}),
+)
+
+const offsets = radius => Array.from({ length: 2 * radius + 1 }, (_, i) => i - radius)
+
+const retentionKeys = bounds => new Set(
+  tilesNearCenter(bounds, MAX_TILE_FETCHES).flatMap((tile) => {
+    const r0 = Math.floor(tile.south / MAX_BBOX_DEGREES)
+    const c0 = Math.floor(tile.west / MAX_BBOX_DEGREES)
+    return offsets(TILE_RETENTION).flatMap(dr =>
+      offsets(TILE_RETENTION).map(dc => tileKey(r0 + dr, c0 + dc)),
+    )
+  }),
+)
+
+const pruneTileCache = (cache, bounds) => {
+  const keep = retentionKeys(bounds)
+  const retained = Object.fromEntries(
+    Object.entries(cache).filter(([key]) => keep.has(key)),
+  )
+  const overflow = Object.keys(retained).length - MAX_CACHED_TILES
+  if (overflow <= 0) return Object.freeze(retained)
+
+  const cr = Math.floor((bounds.south + bounds.north) / 2 / MAX_BBOX_DEGREES)
+  const cc = Math.floor((bounds.west + bounds.east) / 2 / MAX_BBOX_DEGREES)
+  const drop = new Set(
+    Object.keys(retained)
+      .map((key) => {
+        const [r, c] = key.split(',').map(Number)
+        return { key, dist: Math.hypot(r - cr, c - cc) }
+      })
+      .sort((a, b) => b.dist - a.dist)
+      .slice(0, overflow)
+      .map(({ key }) => key),
+  )
+  return Object.freeze(
+    Object.fromEntries(Object.entries(retained).filter(([key]) => !drop.has(key))),
+  )
+}
+
+const cacheChanged = (before, after) => Object.keys(before).length !== Object.keys(after).length
+
+export function useAlprCameras() {
+  const showAlpr = useState('showAlprLayer', () => {
+    if (!import.meta.client) return true
+    return localStorage.getItem(STORAGE_KEY) !== '0'
+  })
+  const view = ref(null)
+  const tiles = ref(EMPTY_TILES)
+  const cluster = createClusterIndex({ radius: 50, maxZoom: 17 })
+  const debounceTimer = ref(null)
+  const requestId = ref(0)
+  const lastFetchKey = ref('')
+
+  const applyTiles = (next) => {
+    tiles.value = next
+    cluster.load(mergeFeatures(Object.values(next)))
+  }
+
+  watch(showAlpr, (enabled) => {
+    if (import.meta.client) localStorage.setItem(STORAGE_KEY, enabled ? '1' : '0')
+    if (!enabled) {
+      applyTiles(EMPTY_TILES)
+      view.value = null
+      lastFetchKey.value = ''
+    }
+  })
+
+  const alprMarkers = computed(() => view.value ? cluster.query(view.value) : [])
+
+  const toggleAlpr = () => {
+    showAlpr.value = !showAlpr.value
+  }
+
+  const onBoundsChange = (bounds) => {
+    if (!showAlpr.value || !bounds) return
+    view.value = bounds
+
+    const pruned = pruneTileCache(tiles.value, bounds)
+    if (cacheChanged(tiles.value, pruned)) applyTiles(pruned)
+
+    if ((bounds.zoom ?? 14) < MIN_FETCH_ZOOM) return
+
+    const key = bboxFetchKey(bounds)
+    if (key === lastFetchKey.value) return
+    if (debounceTimer.value) clearTimeout(debounceTimer.value)
+    debounceTimer.value = setTimeout(() => {
+      lastFetchKey.value = key
+      fetchViewport(bounds)
+    }, 400)
+  }
+
+  const fetchViewport = async (bounds) => {
+    const id = requestId.value + 1
+    requestId.value = id
+    const missing = tilesNearCenter(bounds, MAX_TILE_FETCHES)
+      .filter(tile => !(bboxToTileKey(tile) in tiles.value))
+
+    try {
+      const fetched = missing.length
+        ? await Promise.all(missing.map(async (tile) => {
+            const params = new URLSearchParams({
+              south: String(tile.south),
+              west: String(tile.west),
+              north: String(tile.north),
+              east: String(tile.east),
+            })
+            const data = await $fetch(`/api/alpr?${params}`).catch(() => null)
+            return [bboxToTileKey(tile), data?.features ?? []]
+          }))
+        : []
+
+      if (id !== requestId.value) return
+
+      const merged = Object.freeze({
+        ...tiles.value,
+        ...Object.fromEntries(fetched),
+      })
+      const pruned = pruneTileCache(merged, bounds)
+      applyTiles(pruned)
+    }
+    catch { /* keep last good index */ }
+  }
+
+  return Object.freeze({ showAlpr, toggleAlpr, alprMarkers, onBoundsChange })
+}
diff --git a/app/composables/useCameras.js b/app/composables/useCameras.js
index 8bad500..d28c5b1 100644
--- a/app/composables/useCameras.js
+++ b/app/composables/useCameras.js
@@ -1,6 +1,6 @@
 /** Fetches devices + live sessions; polls when tab visible. */
 const POLL_MS = 1500
-const EMPTY_RESPONSE = Object.freeze({ devices: [], liveSessions: [], cotEntities: [] })
+const EMPTY_RESPONSE = Object.freeze({ devices: [], liveSessions: [] })
 
 export function useCameras(options = {}) {
   const { poll: enablePoll = true } = options
@@ -12,7 +12,6 @@ export function useCameras(options = {}) {
 
   const devices = computed(() => Object.freeze([...(data.value?.devices ?? [])]))
   const liveSessions = computed(() => Object.freeze([...(data.value?.liveSessions ?? [])]))
-  const cotEntities = computed(() => Object.freeze([...(data.value?.cotEntities ?? [])]))
   const cameras = computed(() => Object.freeze([...devices.value, ...liveSessions.value]))
 
   const pollInterval = ref(null)
@@ -37,5 +36,5 @@ export function useCameras(options = {}) {
   })
   onBeforeUnmount(stopPolling)
 
-  return Object.freeze({ data, devices, liveSessions, cotEntities, cameras, refresh, startPolling, stopPolling })
+  return Object.freeze({ data, devices, liveSessions, cameras, refresh, startPolling, stopPolling })
 }
diff --git a/app/composables/useCotLayers.js b/app/composables/useCotLayers.js
new file mode 100644
index 0000000..e1b556c
--- /dev/null
+++ b/app/composables/useCotLayers.js
@@ -0,0 +1,48 @@
+const STORAGE_KEY = 'kestrel-cot-layers'
+
+const DEFAULT_LAYERS = Object.freeze({ air: true, surface: true, ground: true })
+
+function loadLayers() {
+  if (typeof localStorage === 'undefined') return { ...DEFAULT_LAYERS }
+  try {
+    const raw = localStorage.getItem(STORAGE_KEY)
+    if (!raw) return { ...DEFAULT_LAYERS }
+    const parsed = JSON.parse(raw)
+    return {
+      air: parsed.air !== false,
+      surface: parsed.surface !== false,
+      ground: parsed.ground !== false,
+    }
+  }
+  catch {
+    return { ...DEFAULT_LAYERS }
+  }
+}
+
+function saveLayers(layers) {
+  if (typeof localStorage === 'undefined') return
+  try {
+    localStorage.setItem(STORAGE_KEY, JSON.stringify(layers))
+  }
+  catch { /* ignore quota */ }
+}
+
+export function useCotLayers() {
+  const layers = ref(loadLayers())
+
+  const layerQuery = computed(() => {
+    const parts = []
+    if (layers.value.air) parts.push('air')
+    if (layers.value.surface) parts.push('surface')
+    if (layers.value.ground) parts.push('ground')
+    return parts.length ? parts.join(',') : 'none'
+  })
+
+  function toggleLayer(name) {
+    if (!(name in DEFAULT_LAYERS)) return
+    layers.value = { ...layers.value, [name]: !layers.value[name] }
+    saveLayers(layers.value)
+  }
+
+  return Object.freeze({ layers, layerQuery, toggleLayer })
+}
diff --git a/app/composables/useCotStream.js b/app/composables/useCotStream.js
new file mode 100644
index 0000000..3f70c28
--- /dev/null
+++ b/app/composables/useCotStream.js
@@ -0,0 +1,117 @@
+import { bboxFetchKey } from '~/utils/alprViewport.js'
+
+const DEBOUNCE_MS = 300
+const EMPTY_ENTITIES = Object.freeze({})
+
+const expandBounds = (bounds, factor = 0.25) => {
+  const latPad = (bounds.north - bounds.south) * factor
+  const lngPad = (bounds.east - bounds.west) * factor
+  return {
+    south: Math.max(-90, bounds.south - latPad),
+    north: Math.min(90, bounds.north + latPad),
+    west: bounds.west - lngPad,
+    east: bounds.east + lngPad,
+  }
+}
+
+const entitiesFromList = list => Object.freeze(
+  Object.fromEntries(
+    (list ?? []).filter(entity => entity?.id).map(entity => [entity.id, entity]),
+  ),
+)
+
+export function useCotStream(boundsRef, layerQueryRef) {
+  const entities = ref(EMPTY_ENTITIES)
+  const cotEntities = computed(() => Object.freeze(Object.values(entities.value)))
+  const eventSource = ref(null)
+  const debounceTimer = ref(null)
+  const subscribedKey = ref('')
+  const streamBounds = ref(null)
+
+  const setEntities = (record) => {
+    entities.value = Object.freeze(record)
+  }
+
+  const parseEvent = (e, fn) => {
+    try {
+      fn(JSON.parse(e.data))
+    }
+    catch { /* ignore */ }
+  }
+
+  const closeStream = () => {
+    eventSource.value?.close()
+    eventSource.value = null
+  }
+
+  const connect = () => {
+    if (typeof window === 'undefined' || typeof EventSource === 'undefined') return
+    const bounds = streamBounds.value ?? boundsRef.value
+    if (!bounds) return
+
+    closeStream()
+    const q = new URLSearchParams({
+      bbox: `${bounds.west},${bounds.south},${bounds.east},${bounds.north}`,
+      layers: unref(layerQueryRef) || 'air,surface,ground',
+    })
+    const es = new EventSource(`/api/cot/stream?${q}`)
+    eventSource.value = es
+
+    es.addEventListener('snapshot', e => parseEvent(e, ({ entities: list }) => {
+      setEntities(entitiesFromList(list))
+    }))
+    es.addEventListener('update', e => parseEvent(e, ({ entity }) => {
+      if (!entity?.id) return
+      setEntities({ ...entities.value, [entity.id]: entity })
+    }))
+    es.addEventListener('remove', e => parseEvent(e, ({ id }) => {
+      if (!id) return
+      setEntities(Object.fromEntries(
+        Object.entries(entities.value).filter(([key]) => key !== String(id)),
+      ))
+    }))
+    es.onerror = () => {
+      closeStream()
+      scheduleConnect()
+    }
+  }
+
+  const scheduleConnect = () => {
+    if (debounceTimer.value) clearTimeout(debounceTimer.value)
+    debounceTimer.value = setTimeout(() => {
+      debounceTimer.value = null
+      if (typeof document !== 'undefined' && document.visibilityState === 'hidden') return
+      connect()
+    }, DEBOUNCE_MS)
+  }
+
+  const maybeReconnect = (bounds) => {
+    if (!bounds) return
+    const key = bboxFetchKey(bounds)
+    if (key === subscribedKey.value) return
+    subscribedKey.value = key
+    streamBounds.value = expandBounds(bounds)
+    scheduleConnect()
+  }
+
+  watch(boundsRef, maybeReconnect, { deep: true })
+  watch(layerQueryRef, () => {
+    subscribedKey.value = ''
+    scheduleConnect()
+  })
+
+  onMounted(() => {
+    if (typeof document === 'undefined') return
+    document.addEventListener('visibilitychange', () => {
+      document.visibilityState === 'visible' ? scheduleConnect() : closeStream()
+    })
+    if (document.visibilityState === 'visible') maybeReconnect(boundsRef.value)
+  })
+
+  onBeforeUnmount(() => {
+    if (debounceTimer.value) clearTimeout(debounceTimer.value)
+    closeStream()
+  })
+
+  return Object.freeze({ cotEntities })
+}
diff --git a/app/composables/useUser.js b/app/composables/useUser.js
index 7afe02f..d548008 100644
--- a/app/composables/useUser.js
+++ b/app/composables/useUser.js
@@ -2,12 +2,13 @@ const EDIT_ROLES = Object.freeze(['admin', 'leader'])
 
 export function useUser() {
   const requestFetch = useRequestFetch()
-  const { data: user, refresh } = useAsyncData(
+  const { data: user, refresh, status } = useAsyncData(
     'user',
     () => (requestFetch ?? $fetch)('/api/me').catch(() => null),
     { default: () => null },
   )
+  const authPending = computed(() => status.value === 'pending')
   const canEditPois = computed(() => EDIT_ROLES.includes(user.value?.role))
   const isAdmin = computed(() => user.value?.role === 'admin')
-  return Object.freeze({ user, canEditPois, isAdmin, refresh })
+  return Object.freeze({ user, authPending, canEditPois, isAdmin, refresh })
 }
diff --git a/app/middleware/auth.global.js b/app/middleware/auth.global.js
index 378b3ff..483dd17 100644
--- a/app/middleware/auth.global.js
+++ b/app/middleware/auth.global.js
@@ -3,7 +3,7 @@ const LOGIN_PATH = '/login'
 export default defineNuxtRouteMiddleware(async (to) => {
   if (to.path === LOGIN_PATH) return
   const { user, refresh } = useUser()
-  await refresh()
+  if (!user.value) await refresh()
   if (user.value) return
   const redirect = to.fullPath.startsWith('/') ? to.fullPath : `/${to.fullPath}`
   return navigateTo({ path: LOGIN_PATH, query: { redirect } }, { replace: true })
diff --git a/app/pages/index.vue b/app/pages/index.vue
index 2e3b508..2e8a2f2 100644
--- a/app/pages/index.vue
+++ b/app/pages/index.vue
@@ -7,11 +7,23 @@
           :pois="pois ?? []"
           :live-sessions="liveSessions ?? []"
           :cot-entities="cotEntities ?? []"
+          :cot-layers="cotLayers"
+          :alpr-markers="showAlpr ? (alprMarkers ?? []) : []"
+          :show-alpr="showAlpr"
           :can-edit-pois="canEditPois"
           @select="selectedCamera = $event"
           @select-live="onSelectLive($event)"
           @refresh-pois="refreshPois"
+          @bounds-change="onMapBoundsChange"
+          @toggle-alpr="toggleAlpr"
+          @toggle-cot-layer="toggleLayer"
         />
+        <template #fallback>
+          <div
+            class="h-full min-h-[300px] bg-kestrel-bg"
+            aria-hidden="true"
+          />
+        </template>
       </ClientOnly>
     </div>
     <CameraViewer
@@ -23,11 +35,20 @@
 </template>
 
 <script setup>
-const { devices, liveSessions, cotEntities } = useCameras()
+const { devices, liveSessions } = useCameras()
 const { data: pois, refresh: refreshPois } = usePois()
 const { canEditPois } = useUser()
+const { showAlpr, toggleAlpr, alprMarkers, onBoundsChange: onAlprBoundsChange } = useAlprCameras()
+const { layers: cotLayers, layerQuery, toggleLayer } = useCotLayers()
+const mapBounds = ref(null)
+const { cotEntities } = useCotStream(mapBounds, layerQuery)
 const selectedCamera = ref(null)
 
+function onMapBoundsChange(bounds) {
+  mapBounds.value = bounds
+  onAlprBoundsChange(bounds)
+}
+
 function onSelectLive(session) {
   selectedCamera.value = (liveSessions.value ?? []).find(s => s.id === session?.id) ?? session
 }
diff --git a/app/utils/alprMapLayer.js b/app/utils/alprMapLayer.js
new file mode 100644
index 0000000..51fd1af
--- /dev/null
+++ b/app/utils/alprMapLayer.js
@@ -0,0 +1,220 @@
+import { syncFeatureMarkers } from './mapMarkerSync.js'
+
+const ICON_SIZE = 28
+const CONE_SIZE = 52
+const ALPR_COLOR = '#ef4444'
+const DEFAULT_FOV = 60
+
+function escapeHtml(text) {
+  const div = document.createElement('div')
+  div.textContent = text
+  return div.innerHTML
+}
+
+function conePath(fov) {
+  const half = Math.min(Math.max(fov / 2, 10), 85)
+  const cx = 26
+  const cy = 26
+  const r = 24
+  const toRad = deg => ((deg - 90) * Math.PI) / 180
+  const x1 = cx + r * Math.cos(toRad(-half))
+  const y1 = cy + r * Math.sin(toRad(-half))
+  const x2 = cx + r * Math.cos(toRad(half))
+  const y2 = cy + r * Math.sin(toRad(half))
+  return `M ${cx} ${cy} L ${x1} ${y1} A ${r} ${r} 0 0 1 ${x2} ${y2} Z`
+}
+
+function compassLabel(deg) {
+  if (!Number.isFinite(deg)) return null
+  const dirs = ['N', 'NE', 'E', 'SE', 'S', 'SW', 'W', 'NW']
+  const idx = Math.round((((deg % 360) + 360) % 360) / 45) % 8
+  return dirs[idx]
+}
+
+function wikidataLink(label, qid) {
+  if (!qid) return escapeHtml(label)
+  const id = escapeHtml(qid)
+  return `<a href="https://www.wikidata.org/wiki/${id}" target="_blank" rel="noopener">${escapeHtml(label)}</a>`
+}
+
+function popupLine(parts) {
+  const line = parts.filter(Boolean).join(' · ')
+  return line ? `<div class="text-kestrel-muted text-xs mt-1">${line}</div>` : ''
+}
+
+function titleHtml(props) {
+  if (props.name) return escapeHtml(props.name)
+  if (props.model) {
+    const mfr = props.manufacturer ? escapeHtml(props.manufacturer) : null
+    return mfr ? `${mfr} <span class="text-kestrel-accent">${escapeHtml(props.model)}</span>` : escapeHtml(props.model)
+  }
+  const makeModel = [props.manufacturer, props.model].filter(Boolean).join(' ')
+  if (makeModel) {
+    if (props.manufacturerWikidata && !props.model) return wikidataLink(makeModel, props.manufacturerWikidata)
+    return escapeHtml(makeModel)
+  }
+  if (props.operator) return wikidataLink(props.operator, props.operatorWikidata)
+  if (props.ref) return escapeHtml(props.ref)
+  return 'ALPR camera'
+}
+
+function titleText(props) {
+  if (props.name) return props.name
+  if (props.model) {
+    return [props.manufacturer, props.model].filter(Boolean).join(' ')
+  }
+  const makeModel = [props.manufacturer, props.model].filter(Boolean).join(' ')
+  if (makeModel) return makeModel
+  if (props.operator) return props.operator
+  if (props.ref) return props.ref
+  return 'ALPR camera'
+}
+
+function modelLineHtml(props) {
+  if (props.model) {
+    return `<div class="text-sm mt-0.5"><span class="text-kestrel-muted">Model</span> <strong>${escapeHtml(props.model)}</strong></div>`
+  }
+  if (props.modelUnknown) {
+    return '<div class="text-kestrel-muted text-xs mt-0.5">Model not recorded in OpenStreetMap</div>'
+  }
+  return ''
+}
+
+/** Human-readable ALPR popup (GeoJSON properties in, HTML out). */
+export function formatAlprPopup(props) {
+  const title = titleHtml(props)
+  const headline = titleText(props)
+  const makeModel = [props.manufacturer, props.model].filter(Boolean).join(' ')
+
+  const identity = []
+  if (props.name && makeModel) identity.push(escapeHtml(makeModel))
+  if (props.operator && headline !== props.operator) {
+    identity.push(wikidataLink(props.operator, props.operatorWikidata))
+  }
+  if (props.ref && headline !== props.ref) identity.push(escapeHtml(props.ref))
+  if (props.brand) identity.push(escapeHtml(props.brand))
+
+  const view = []
+  if (props.direction != null) {
+    const deg = Math.round(props.direction)
+    const compass = compassLabel(props.direction)
+    view.push(compass ? `Facing ${compass} (${deg}°)` : `Facing ${deg}°`)
+  }
+  if (props.fov != null && props.direction != null) view.push(`~${Math.round(props.fov)}° view`)
+
+  const note = props.description || props.note
+  const noteHtml = note ? `<div class="text-kestrel-muted text-xs mt-1">${escapeHtml(note)}</div>` : ''
+  const identityHtml = identity.length
+    ? `<div class="text-kestrel-muted text-xs mt-0.5">${identity.join(' · ')}</div>`
+    : ''
+  const modelHtml = (props.model || props.modelUnknown) ? modelLineHtml(props) : ''
+  const foot = `<div class="text-kestrel-muted text-xs mt-2"><a href="https://www.openstreetmap.org/node/${props.osmId}" target="_blank" rel="noopener">View on OpenStreetMap</a></div>`
+
+  return `<div class="kestrel-live-popup"><strong>${title}</strong> <span class="text-kestrel-muted">License plate reader</span>${modelHtml}${identityHtml}${popupLine(view)}${noteHtml}${foot}</div>`
+}
+
+function popupHtml(props) {
+  return formatAlprPopup(props)
+}
+
+function pointIcon(L, direction, fov) {
+  const hasDirection = Number.isFinite(direction)
+  if (!hasDirection) {
+    const html = `<span class="poi-icon-svg"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="${ALPR_COLOR}" stroke-width="2"><rect x="3" y="5" width="18" height="12" rx="2"/><circle cx="12" cy="11" r="3"/><path d="M8 21h8"/></svg></span>`
+    return L.divIcon({
+      className: 'poi-div-icon alpr-icon',
+      html,
+      iconSize: [ICON_SIZE, ICON_SIZE],
+      iconAnchor: [ICON_SIZE / 2, ICON_SIZE],
+    })
+  }
+  const spread = Number.isFinite(fov) ? fov : DEFAULT_FOV
+  const html = `<span class="alpr-cone" style="transform:rotate(${direction}deg)"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 52 52" width="${CONE_SIZE}" height="${CONE_SIZE}"><path d="${conePath(spread)}" fill="${ALPR_COLOR}" fill-opacity="0.3" stroke="${ALPR_COLOR}" stroke-width="1.5"/><circle cx="26" cy="26" r="3" fill="${ALPR_COLOR}"/></svg></span>`
+  return L.divIcon({
+    className: 'poi-div-icon alpr-icon',
+    html,
+    iconSize: [CONE_SIZE, CONE_SIZE],
+    iconAnchor: [CONE_SIZE / 2, CONE_SIZE / 2],
+  })
+}
+
+function clusterIcon(L, count) {
+  const size = count < 10 ? 28 : count < 100 ? 34 : 40
+  return L.divIcon({
+    className: 'alpr-cluster-icon',
+    html: `<span class="alpr-cluster">${count}</span>`,
+    iconSize: [size, size],
+    iconAnchor: [size / 2, size / 2],
+  })
+}
+
+export function createAlprControl(L, { showAlpr, onToggle }) {
+  const control = L.control({ position: 'topleft' })
+  control.onAdd = function () {
+    const el = document.createElement('button')
+    el.type = 'button'
+    el.className = 'leaflet-bar leaflet-control-alpr'
+    el.title = 'Toggle ALPR cameras (OSM)'
+    el.setAttribute('aria-label', 'Toggle ALPR cameras')
+    el.setAttribute('aria-pressed', showAlpr ? 'true' : 'false')
+    el.innerHTML = '<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" width="20" height="20"><rect x="3" y="5" width="18" height="12" rx="2"/><circle cx="12" cy="11" r="3"/></svg>'
+    el.addEventListener('click', onToggle)
+    control._button = el
+    return el
+  }
+  return control
+}
+
+export function setAlprControlPressed(control, pressed) {
+  control?._button?.setAttribute('aria-pressed', pressed ? 'true' : 'false')
+}
+
+function featureKey(feature) {
+  const props = feature.properties ?? {}
+  if (props.cluster) return `c:${props.cluster_id}`
+  const id = props.osmId
+  return id != null ? `a:${id}` : null
+}
+
+function coords(feature) {
+  const [lng, lat] = feature.geometry.coordinates
+  return { lat, lng }
+}
+
+function attachClusterClick(marker, feature, map) {
+  marker.on('click', () => {
+    const { lat, lng } = coords(feature)
+    const props = feature.properties ?? {}
+    const zoom = props.expansionZoom ?? map.getZoom() + 2
+    map.setView([lat, lng], Math.min(zoom, 19), { animate: true })
+  })
+}
+
+export function createAlprLayer(L, map) {
+  return L.layerGroup().addTo(map)
+}
+
+export function syncAlprLayer(L, map, layer, features) {
+  syncFeatureMarkers(layer, features, {
+    keyFor: featureKey,
+    create: (feature) => {
+      const { lat, lng } = coords(feature)
+      const props = feature.properties ?? {}
+      const isCluster = Boolean(props.cluster)
+      const icon = isCluster ? clusterIcon(L, props.point_count) : pointIcon(L, props.direction, props.fov)
+      const marker = L.marker([lat, lng], { icon })
+      if (isCluster) attachClusterClick(marker, feature, map)
+      else marker.bindPopup(popupHtml(props), { className: 'kestrel-live-popup-wrap', maxWidth: 320 })
+      return marker
+    },
+    update: (marker, feature) => {
+      const { lat, lng } = coords(feature)
+      const props = feature.properties ?? {}
+      const isCluster = Boolean(props.cluster)
+      marker.setLatLng([lat, lng])
+      const icon = isCluster ? clusterIcon(L, props.point_count) : pointIcon(L, props.direction, props.fov)
+      marker.setIcon(icon)
+      if (!isCluster) marker.setPopupContent(popupHtml(props))
+    },
+  })
+}
diff --git a/app/utils/alprViewport.js b/app/utils/alprViewport.js
new file mode 100644
index 0000000..5fadac8
--- /dev/null
+++ b/app/utils/alprViewport.js
@@ -0,0 +1,77 @@
+export const MAX_BBOX_DEGREES = 0.5
+
+export function tileKey(row, col) {
+  return `${row},${col}`
+}
+
+export function bboxToTileKey(bbox) {
+  const row = Math.floor(bbox.south / MAX_BBOX_DEGREES)
+  const col = Math.floor(bbox.west / MAX_BBOX_DEGREES)
+  return tileKey(row, col)
+}
+
+function tileBox(row, col, step = MAX_BBOX_DEGREES) {
+  const south = row * step
+  const west = col * step
+  return { south, west, north: south + step, east: west + step }
+}
+
+export function bboxFetchKey(bounds) {
+  const zoom = bounds.zoom ?? 14
+  const step = zoom >= 14 ? 0.025 : zoom >= 11 ? 0.1 : zoom >= 8 ? 0.25 : 1
+  const q = v => Math.round(v / step) * step
+  return [q(bounds.south), q(bounds.west), q(bounds.north), q(bounds.east)].join(',')
+}
+
+function ringOffsets(radius) {
+  if (radius === 0) return [[0, 0]]
+  return Array.from({ length: 2 * radius + 1 }, (_, i) => i - radius)
+    .flatMap(dr => Array.from({ length: 2 * radius + 1 }, (_, j) => j - radius)
+      .filter(dc => Math.abs(dr) === radius || Math.abs(dc) === radius)
+      .map(dc => [dr, dc]))
+}
+
+function collectTiles(state) {
+  const {
+    centerRow, centerCol, minRow, maxRow, minCol, maxCol, step, limit, radius, seen, tiles,
+  } = state
+  if (tiles.length >= limit) return tiles
+
+  const inBounds = (row, col) => row >= minRow && row <= maxRow && col >= minCol && col <= maxCol
+  const { nextSeen, added } = ringOffsets(radius)
+    .map(([dr, dc]) => [centerRow + dr, centerCol + dc])
+    .filter(([row, col]) => inBounds(row, col))
+    .reduce((acc, [row, col]) => {
+      const key = `${row},${col}`
+      if (acc.nextSeen.has(key)) return acc
+      return {
+        nextSeen: new Set([...acc.nextSeen, key]),
+        added: [...acc.added, tileBox(row, col, step)],
+      }
+    }, { nextSeen: seen, added: [] })
+
+  if (added.length === 0 && radius > 0) return tiles
+
+  const nextTiles = [...tiles, ...added].slice(0, limit)
+  if (nextTiles.length >= limit) return nextTiles
+  return collectTiles({ ...state, radius: radius + 1, seen: nextSeen, tiles: nextTiles })
+}
+
+export function tilesNearCenter(bounds, limit) {
+  const step = MAX_BBOX_DEGREES
+  const lat = (bounds.south + bounds.north) / 2
+  const lng = (bounds.west + bounds.east) / 2
+  return collectTiles({
+    centerRow: Math.floor(lat / step),
+    centerCol: Math.floor(lng / step),
+    minRow: Math.floor(bounds.south / step),
+    maxRow: Math.ceil(bounds.north / step) - 1,
+    minCol: Math.floor(bounds.west / step),
+    maxCol: Math.ceil(bounds.east / step) - 1,
+    step,
+    limit,
+    radius: 0,
+    seen: new Set(),
+    tiles: [],
+  })
+}
diff --git a/app/utils/cotDisplay.js b/app/utils/cotDisplay.js
new file mode 100644
index 0000000..572a911
--- /dev/null
+++ b/app/utils/cotDisplay.js
@@ -0,0 +1,131 @@
+/** Map CoT / ADS-B entity display: icons and popups. */
+
+export const COT_COLORS = {
+  air: '#60a5fa',
+  helicopter: '#fbbf24',
+  surface: '#38bdf8',
+  ground: '#f59e0b',
+}
+
+export function cotCategory(type) {
+  const t = typeof type === 'string' ? type : ''
+  if (t.startsWith('a-f-A-')) return 'air'
+  if (t.startsWith('a-f-S-')) return 'surface'
+  return 'ground'
+}
+
+/** Whether the entity is a helicopter or fixed-wing aircraft. @returns {'helicopter' | 'fixedWing'} */
+export function cotAirIconKind(entity) {
+  const type = entity?.type ?? ''
+  if (type.endsWith('-C-H') || type.endsWith('-M-H')) return 'helicopter'
+  return 'fixedWing'
+}
+
+function iconWrap(heading, inner) {
+  const rotate = Number.isFinite(heading) ? ` style="transform:rotate(${heading}deg)"` : ''
+  return `<span class="poi-icon-svg cot-icon-rotatable"${rotate}>${inner}</span>`
+}
+
+const PLANE_SVG = color =>
+  `<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="${color}"><path d="M21 16v-2l-8-5V3.5a1.5 1.5 0 0 0-3 0V9l-8 5v2l8-2.5V19l-2 1.5V22l3.5-1 3.5 1v-1.5L13 19v-5.5l8 2.5z"/></svg>`
+
+const HELI_SVG = color =>
+  `<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="${color}" stroke-width="1.75" stroke-linecap="round"><circle cx="12" cy="12" r="2.5" fill="${color}"/><path d="M3 8h18M3 12h18"/><path d="M12 8v8"/><path d="M9 16h6"/></svg>`
+
+const SHIP_SVG = color =>
+  `<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="${color}" stroke-width="2"><path d="M2 20c2-4 6-6 10-6s8 2 10 6"/><path d="M12 14V4"/><path d="m8 8 4-4 4 4"/></svg>`
+
+const GROUND_SVG = color =>
+  `<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="${color}" stroke-width="2"><circle cx="12" cy="12" r="9"/><circle cx="12" cy="8" r="2.5" fill="${color}"/></svg>`
+
+export function getCotIconHtml(entity) {
+  const category = cotCategory(entity?.type)
+  const heading = Number(entity?.heading)
+  if (category === 'air') {
+    const kind = cotAirIconKind(entity)
+    const color = kind === 'helicopter' ? COT_COLORS.helicopter : COT_COLORS.air
+    const svg = kind === 'helicopter' ? HELI_SVG(color) : PLANE_SVG(color)
+    return { html: iconWrap(heading, svg), className: `cot-entity-${kind}` }
+  }
+  if (category === 'surface') {
+    return { html: iconWrap(heading, SHIP_SVG(COT_COLORS.surface)), className: 'cot-entity-surface' }
+  }
+  return { html: iconWrap(undefined, GROUND_SVG(COT_COLORS.ground)), className: 'cot-entity-ground' }
+}
+
+function msToKnots(ms) {
+  return Number.isFinite(ms) ? Math.round(ms * 1.94384) : null
+}
+
+function metersToFeet(m) {
+  return Number.isFinite(m) ? Math.round(m * 3.28084) : null
+}
+
+function fmtHeading(deg) {
+  return Number.isFinite(deg) ? `${Math.round(deg)}°` : null
+}
+
+function fmtVerticalFpm(ms) {
+  if (!Number.isFinite(ms) || ms === 0) return null
+  const fpm = Math.round(ms * 196.85)
+  return `${fpm > 0 ? '+' : ''}${fpm} fpm`
+}
+
+function icaoFromEntity(entity) {
+  if (entity?.icao) return String(entity.icao).toUpperCase()
+  if (typeof entity?.id === 'string' && entity.id.startsWith('ICAO.')) {
+    return entity.id.slice(5).toUpperCase()
+  }
+  return null
+}
+
+function mmsiFromEntity(entity) {
+  if (entity?.mmsi) return String(entity.mmsi)
+  if (typeof entity?.id === 'string' && entity.id.startsWith('MMSI.')) return entity.id.slice(5)
+  return null
+}
+
+function popupLine(escape, parts) {
+  const line = parts.filter(Boolean).join(' · ')
+  return line ? `<div class="text-kestrel-muted text-xs mt-1">${line}</div>` : ''
+}
+
+/**
+ * @param {Record<string, unknown>} entity
+ * @param {(s: string) => string} escape
+ */
+export function formatCotPopup(entity, escape) {
+  const category = cotCategory(entity?.type)
+  const label = escape(entity?.label || entity?.id || 'Unknown')
+
+  if (entity?.source === 'adsb' || category === 'air') {
+    const tag = cotAirIconKind(entity) === 'helicopter' ? 'Helicopter' : 'Aircraft'
+    const icao = icaoFromEntity(entity)
+    const meta = [
+      icao ? `ICAO ${icao}` : null,
+      entity?.originCountry ? escape(String(entity.originCountry)) : null,
+    ].filter(Boolean).join(' · ')
+    const alt = metersToFeet(entity?.altitude)
+    const stats = [
+      alt != null ? `${alt.toLocaleString()} ft` : null,
+      entity?.onGround ? 'On ground' : null,
+      msToKnots(entity?.speed) != null ? `${msToKnots(entity.speed)} kt` : null,
+      fmtHeading(entity?.heading),
+      fmtVerticalFpm(entity?.verticalRate),
+      entity?.squawk ? `Squawk ${escape(String(entity.squawk))}` : null,
+    ]
+    return `<div class="kestrel-live-popup"><strong>${label}</strong> <span class="text-kestrel-muted">${tag}</span>${meta ? `<div class="text-kestrel-muted text-xs mt-0.5">${meta}</div>` : ''}${popupLine(escape, stats)}</div>`
+  }
+
+  if (entity?.source === 'ais' || category === 'surface') {
+    const mmsi = mmsiFromEntity(entity)
+    const meta = mmsi ? `MMSI ${escape(mmsi)}` : ''
+    const stats = [
+      Number.isFinite(entity?.speed) ? `${Number(entity.speed).toFixed(1)} kt` : null,
+      fmtHeading(entity?.heading),
+    ]
+    return `<div class="kestrel-live-popup"><strong>${label}</strong> <span class="text-kestrel-muted">Vessel</span>${meta ? `<div class="text-kestrel-muted text-xs mt-0.5">${meta}</div>` : ''}${popupLine(escape, stats)}</div>`
+  }
+
+  return `<div class="kestrel-live-popup"><strong>${label}</strong> <span class="text-kestrel-muted">Team</span></div>`
+}
diff --git a/app/utils/cotMapLayer.js b/app/utils/cotMapLayer.js
new file mode 100644
index 0000000..1f81178
--- /dev/null
+++ b/app/utils/cotMapLayer.js
@@ -0,0 +1,107 @@
+import { createClusterIndex } from './mapCluster.js'
+import { syncFeatureMarkers } from './mapMarkerSync.js'
+import { cotCategory, formatCotPopup, getCotIconHtml } from './cotDisplay.js'
+
+const ICON_SIZE = 28
+const CLUSTER = createClusterIndex({ radius: 50, maxZoom: 14, minPoints: 2 })
+
+function escapeHtml(text) {
+  const div = document.createElement('div')
+  div.textContent = text
+  return div.innerHTML
+}
+
+export function entitiesToFeatures(entities) {
+  return (entities || [])
+    .filter(e => typeof e?.lat === 'number' && typeof e?.lng === 'number' && e?.id)
+    .map(e => ({
+      type: 'Feature',
+      geometry: { type: 'Point', coordinates: [e.lng, e.lat] },
+      properties: { entity: e, cotCategory: cotCategory(e.type) },
+    }))
+}
+
+export function loadCotCluster(entities) {
+  CLUSTER.load(entitiesToFeatures(entities))
+}
+
+export function getCotClusters(view) {
+  return CLUSTER.query(view)
+}
+
+function featureKey(feature) {
+  const props = feature.properties ?? {}
+  if (props.cluster) return `c:${props.cluster_id}`
+  const id = props.entity?.id
+  return id != null ? `e:${id}` : null
+}
+
+function clusterIcon(L, count) {
+  const size = count < 10 ? 28 : count < 100 ? 34 : 40
+  return L.divIcon({
+    className: 'cot-cluster-icon',
+    html: `<span class="cot-cluster">${count}</span>`,
+    iconSize: [size, size],
+    iconAnchor: [size / 2, size / 2],
+  })
+}
+
+function entityIcon(L, entity) {
+  const { html, className } = getCotIconHtml(entity)
+  return L.divIcon({
+    className: `poi-div-icon cot-entity-icon ${className}`,
+    html,
+    iconSize: [ICON_SIZE, ICON_SIZE],
+    iconAnchor: [ICON_SIZE / 2, ICON_SIZE / 2],
+  })
+}
+
+function coords(feature) {
+  const [lng, lat] = feature.geometry.coordinates
+  return { lat, lng }
+}
+
+function attachClusterClick(marker, feature, map) {
+  marker.on('click', () => {
+    const { lat, lng } = coords(feature)
+    const props = feature.properties ?? {}
+    const zoom = props.expansionZoom ?? map.getZoom() + 2
+    map.setView([lat, lng], Math.min(zoom, 19), { animate: true })
+  })
+}
+
+export function createCotLayer(L, map) {
+  return L.layerGroup().addTo(map)
+}
+
+export function syncCotLayer(L, map, layer, features) {
+  syncFeatureMarkers(layer, features, {
+    keyFor: featureKey,
+    create: (feature) => {
+      const { lat, lng } = coords(feature)
+      const props = feature.properties ?? {}
+      const isCluster = Boolean(props.cluster)
+      const icon = isCluster ? clusterIcon(L, props.point_count) : entityIcon(L, props.entity)
+      const marker = L.marker([lat, lng], { icon })
+      if (isCluster) attachClusterClick(marker, feature, map)
+      else if (props.entity) {
+        marker.bindPopup(
+          formatCotPopup(props.entity, escapeHtml),
+          { className: 'kestrel-live-popup-wrap', maxWidth: 360 },
+        )
+      }
+      return marker
+    },
+    update: (marker, feature) => {
+      const { lat, lng } = coords(feature)
+      const props = feature.properties ?? {}
+      const isCluster = Boolean(props.cluster)
+      marker.setLatLng([lat, lng])
+      const icon = isCluster ? clusterIcon(L, props.point_count) : entityIcon(L, props.entity)
+      marker.setIcon(icon)
+      if (!isCluster && props.entity) {
+        marker.setPopupContent(formatCotPopup(props.entity, escapeHtml))
+      }
+    },
+  })
+}
diff --git a/app/utils/mapCluster.js b/app/utils/mapCluster.js
new file mode 100644
index 0000000..b8dd7bd
--- /dev/null
+++ b/app/utils/mapCluster.js
@@ -0,0 +1,31 @@
+import Supercluster from 'supercluster'
+
+export function createClusterIndex(options = {}) {
+  const index = new Supercluster(options)
+  const state = { features: Object.freeze([]) }
+
+  return {
+    load(features) {
+      const list = Object.freeze([...(features ?? [])])
+      index.load(list)
+      state.features = list
+    },
+    query(view) {
+      if (!view || state.features.length === 0) return []
+      const { west, south, east, north, zoom } = view
+      return index.getClusters(
+        [west, south, east, north],
+        Math.floor(zoom ?? 14),
+      ).map((feature) => {
+        if (!feature.properties?.cluster) return feature
+        return {
+          ...feature,
+          properties: {
+            ...feature.properties,
+            expansionZoom: index.getClusterExpansionZoom(feature.properties.cluster_id),
+          },
+        }
+      })
+    },
+  }
+}
diff --git a/app/utils/mapMarkerSync.js b/app/utils/mapMarkerSync.js
new file mode 100644
index 0000000..8687922
--- /dev/null
+++ b/app/utils/mapMarkerSync.js
@@ -0,0 +1,37 @@
+const SYNC_KEY = '_kestrelMarkerSync'
+
+const pointFeatures = (features, keyFor) => (features ?? [])
+  .filter(f => f?.geometry?.type === 'Point')
+  .map(f => ({ feature: f, key: keyFor(f) }))
+  .filter(({ key }) => key != null)
+
+export function syncFeatureMarkers(layer, features, { keyFor, create, update }) {
+  const prev = layer[SYNC_KEY] ?? new Map()
+  const next = pointFeatures(features, keyFor).reduce((map, { feature, key }) => {
+    const existing = prev.get(key)
+    if (existing) {
+      update(existing, feature)
+      return new Map([...map, [key, existing]])
+    }
+    const marker = create(feature)
+    layer.addLayer(marker)
+    return new Map([...map, [key, marker]])
+  }, new Map())
+
+  Array.from(prev.entries())
+    .filter(([key]) => !next.has(key))
+    .forEach(([, marker]) => layer.removeLayer(marker))
+
+  layer[SYNC_KEY] = next
+}
+
+export function clearFeatureMarkers(layer) {
+  if (!layer) return
+  const prev = layer[SYNC_KEY]
+  if (prev) {
+    Array.from(prev.values()).forEach(marker => layer.removeLayer(marker))
+    layer[SYNC_KEY] = new Map()
+    return
+  }
+  layer.clearLayers()
+}
diff --git a/docs/atak-itak.md b/docs/atak-itak.md
index 455db0e..0d72dc5 100644
--- a/docs/atak-itak.md
+++ b/docs/atak-itak.md
@@ -2,6 +2,8 @@
 
 KestrelOS acts as a **TAK Server**. ATAK (Android) and iTAK (iOS) connect on **port 8089** (CoT). Devices relay positions to each other and appear on the KestrelOS map.
 
+ADS-B and AIS via [adsbcot](https://github.com/snstac/adsbcot) / [aiscot](https://github.com/snstac/aiscot): see [tracking.md](tracking.md).
+
 ## Connection
 
 **Host:** KestrelOS hostname/IP  
@@ -59,7 +61,6 @@ OIDC users must set an **ATAK password** first:
 | Variable | Default | Description |
 |----------|---------|-------------|
 | `COT_PORT` | `8089` | CoT server port |
-| `COT_TTL_MS` | `90000` | Device timeout (~90s) |
 | `COT_REQUIRE_AUTH` | `true` | Require authentication |
 | `COT_SSL_CERT` | `.dev-certs/cert.pem` | TLS cert path |
 | `COT_SSL_KEY` | `.dev-certs/key.pem` | TLS key path |
diff --git a/docs/kestrelos-logo.png b/docs/kestrelos-logo.png
new file mode 100644
index 0000000..fd1886d
Binary files /dev/null and b/docs/kestrelos-logo.png differ
diff --git a/docs/map-and-cameras.md b/docs/map-and-cameras.md
index acd8d5b..ebb16d0 100644
--- a/docs/map-and-cameras.md
+++ b/docs/map-and-cameras.md
@@ -5,6 +5,7 @@ KestrelOS shows a **map** with devices, POIs, live sessions (Share live), and AT
 ## Map Layers
 
 - **Devices** - Fixed feeds (IPTV, ALPR, CCTV, NVR, etc.) added via API
+- **ALPR (OSM / DeFlock)** - Crowdsourced license-plate cameras from OpenStreetMap; toggle on the map (camera icon control). Reference only, no stream.
 - **POIs** - Points of interest (admin/leader can edit)
 - **Live sessions** - Mobile devices streaming via Share live
 - **CoT (ATAK/iTAK)** - Amber markers for connected TAK devices (position only)
@@ -47,6 +48,15 @@ Stream URLs must be `http://` or `https://`.
 
 **Cameras endpoint:** `GET /api/cameras` returns devices + live sessions + CoT entities.
 
+## ALPR layer (DeFlock / OpenStreetMap)
+
+deflock.me has no bulk download API. KestrelOS queries OpenStreetMap via Overpass (`surveillance:type=ALPR`) and returns **GeoJSON FeatureCollection** from `GET /api/alpr`.
+
+- **Map:** ALPR layer is on by default (toggle top-left to hide). Marker popups show OSM identifying tags (manufacturer, model, operator, ref, Wikidata, etc.) when contributors tagged them.
+- **Offline:** Run `npm run import:alpr` to preload SQLite; cache serves automatically when Overpass is unreachable.
+
+Attribution: © OpenStreetMap contributors.
+
 ## POIs
 
 Admins/leaders add/edit from **POI** page (sidebar). POIs appear as map pins (reference only, no stream).
diff --git a/docs/tracking.md b/docs/tracking.md
new file mode 100644
index 0000000..2c4d322
--- /dev/null
+++ b/docs/tracking.md
@@ -0,0 +1,48 @@
+# ADS-B and AIS
+
+Aircraft and vessels use the same **CoT** store as ATAK/iTAK. The map consumes `GET /api/cot/stream` (SSE, viewport bbox). Toggle **Air**, **Surface**, and **Team** on the map.
+
+## Accuracy tiers
+
+1. **Tactical (best):** local SDR/AIS receiver → [adsbcot](https://github.com/snstac/adsbcot) / [aiscot](https://github.com/snstac/aiscot) → KestrelOS CoT `:8089` (sub-second updates).
+2. **Vessels (live OSINT):** AISStream WebSocket push as vessels transmit.
+3. **Aircraft (awareness OSINT):** OpenSky bbox poll — not a live stream; typical lag ~5s.
+
+For tactical use, run local receivers. Do not rely on OpenSky alone.
+
+## Freshness
+
+Tracks update via SSE `update` events (CoT `:8089`, AISStream) or coalesced `snapshot` after each OpenSky poll. Stale tracks are removed automatically (team ~90s, OSINT ~30s without a new fix).
+
+OSINT feeds run only while a map client is connected (SSE subscriber). Keep the map tab visible for live updates.
+
+## Self-hosted
+
+**ADS-B:** [adsbcot](https://github.com/snstac/adsbcot) → `tls://host:8089`
+
+```ini
+[adsbcot]
+COT_URL = tls://kestrelos.example.com:8089
+FEED_URL = tcp+beast://127.0.0.1:30005
+```
+
+**AIS:** [aiscot](https://github.com/snstac/aiscot) → `tls://host:8089`
+
+```ini
+[aiscot]
+COT_URL = tls://kestrelos.example.com:8089
+FEED_URL = tcp://127.0.0.1:10110
+```
+
+Use KestrelOS credentials (see [atak-itak.md](atak-itak.md)).
+
+## OSINT APIs (optional)
+
+Set these only if you want viewport OSINT without local receivers:
+
+| Variable | Purpose |
+|----------|---------|
+| `AISSTREAM_API_KEY` | AISStream WebSocket |
+| `OPENSKY_CLIENT_ID` / `OPENSKY_CLIENT_SECRET` | OpenSky OAuth (recommended for production) |
+
+UIDs: `ICAO.*` (ADS-B), `MMSI.*` (AIS). Icons follow CoT type (`a-f-A-*`, `a-f-S-*`, `a-f-G-*`).
diff --git a/nuxt.config.js b/nuxt.config.js
index c538e1b..f964e0a 100644
--- a/nuxt.config.js
+++ b/nuxt.config.js
@@ -32,9 +32,11 @@ export default defineNuxtConfig({
     public: {
       version: pkg.version ?? '',
     },
-    cotTtlMs: 90_000,
     cotRequireAuth: true,
     cotDebug: false,
+    aisstreamApiKey: process.env.AISSTREAM_API_KEY || '',
+    openskyClientId: process.env.OPENSKY_CLIENT_ID || '',
+    openskyClientSecret: process.env.OPENSKY_CLIENT_SECRET || '',
   },
   devServer: {
     host: '0.0.0.0',
diff --git a/package-lock.json b/package-lock.json
index 2cc442c..2ac9209 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,40 +1,41 @@
 {
   "name": "kestrelos",
-  "version": "1.1.4",
+  "version": "1.1.5",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "kestrelos",
-      "version": "1.1.4",
+      "version": "1.1.5",
       "hasInstallScript": true,
       "dependencies": {
-        "@nuxt/icon": "^2.2.1",
+        "@nuxt/icon": "^2.2.3",
         "@nuxtjs/tailwindcss": "^6.14.0",
-        "fast-xml-parser": "^5.3.6",
-        "hls.js": "^1.5.0",
+        "fast-xml-parser": "^5.9.3",
+        "hls.js": "^1.6.16",
         "jszip": "^3.10.1",
         "leaflet": "^1.9.4",
-        "leaflet.offline": "^3.2.0",
-        "mediasoup": "^3.19.14",
-        "mediasoup-client": "^3.18.6",
-        "nuxt": "^4.0.0",
-        "openid-client": "^6.8.2",
+        "leaflet.offline": "^3.2.1",
+        "mediasoup": "^3.20.9",
+        "mediasoup-client": "^3.21.0",
+        "nuxt": "^4.4.8",
+        "openid-client": "^6.8.4",
         "qrcode": "^1.5.4",
-        "vue": "^3.4.0",
-        "vue-router": "^5.0.0",
-        "ws": "^8.18.0"
+        "supercluster": "^8.0.1",
+        "vue": "^3.5.38",
+        "vue-router": "^5.1.0",
+        "ws": "^8.21.0"
       },
       "devDependencies": {
-        "@iconify-json/tabler": "^1.2.26",
-        "@nuxt/eslint": "^1.15.0",
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-      },
-      "engines": {
-        "node": ">= 14.16.0"
-      },
-      "funding": {
-        "url": "https://paulmillr.com/funding/"
-      }
-    },
     "node_modules/vite-plugin-checker/node_modules/npm-run-path": {
       "version": "6.0.0",
       "resolved": "https://registry.npmjs.org/npm-run-path/-/npm-run-path-6.0.0.tgz",
@@ -15797,19 +16174,6 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/vite-plugin-checker/node_modules/readdirp": {
-      "version": "4.1.2",
-      "resolved": "https://registry.npmjs.org/readdirp/-/readdirp-4.1.2.tgz",
-      "integrity": "sha512-GDhwkLfywWL2s6vEjyhri+eXmfH6j1L7JE27WhqLeYzoh/A3DBaYGEj2H/HFZCn/kMfim73FXxEJTw06WtxQwg==",
-      "license": "MIT",
-      "engines": {
-        "node": ">= 14.18.0"
-      },
-      "funding": {
-        "type": "individual",
-        "url": "https://paulmillr.com/funding/"
-      }
-    },
     "node_modules/vite-plugin-inspect": {
       "version": "11.3.3",
       "resolved": "https://registry.npmjs.org/vite-plugin-inspect/-/vite-plugin-inspect-11.3.3.tgz",
@@ -15894,19 +16258,19 @@
       }
     },
     "node_modules/vitest": {
-      "version": "4.1.5",
-      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.1.5.tgz",
-      "integrity": "sha512-9Xx1v3/ih3m9hN+SbfkUyy0JAs72ap3r7joc87XL6jwF0jGg6mFBvQ1SrwaX+h8BlkX6Hz9shdd1uo6AF+ZGpg==",
+      "version": "4.1.9",
+      "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.1.9.tgz",
+      "integrity": "sha512-nE3/LEyc0z87uHYLZebqCUOaJr2hdtuPp7BQ4BosVFnfltxgAvMG08NyrSGlPpOUWvR27c5flSmYFTNr78L9GQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@vitest/expect": "4.1.5",
-        "@vitest/mocker": "4.1.5",
-        "@vitest/pretty-format": "4.1.5",
-        "@vitest/runner": "4.1.5",
-        "@vitest/snapshot": "4.1.5",
-        "@vitest/spy": "4.1.5",
-        "@vitest/utils": "4.1.5",
+        "@vitest/expect": "4.1.9",
+        "@vitest/mocker": "4.1.9",
+        "@vitest/pretty-format": "4.1.9",
+        "@vitest/runner": "4.1.9",
+        "@vitest/snapshot": "4.1.9",
+        "@vitest/spy": "4.1.9",
+        "@vitest/utils": "4.1.9",
         "es-module-lexer": "^2.0.0",
         "expect-type": "^1.3.0",
         "magic-string": "^0.30.21",
@@ -15934,12 +16298,12 @@
         "@edge-runtime/vm": "*",
         "@opentelemetry/api": "^1.9.0",
         "@types/node": "^20.0.0 || ^22.0.0 || >=24.0.0",
-        "@vitest/browser-playwright": "4.1.5",
-        "@vitest/browser-preview": "4.1.5",
-        "@vitest/browser-webdriverio": "4.1.5",
-        "@vitest/coverage-istanbul": "4.1.5",
-        "@vitest/coverage-v8": "4.1.5",
-        "@vitest/ui": "4.1.5",
+        "@vitest/browser-playwright": "4.1.9",
+        "@vitest/browser-preview": "4.1.9",
+        "@vitest/browser-webdriverio": "4.1.9",
+        "@vitest/coverage-istanbul": "4.1.9",
+        "@vitest/coverage-v8": "4.1.9",
+        "@vitest/ui": "4.1.9",
         "happy-dom": "*",
         "jsdom": "*",
         "vite": "^6.0.0 || ^7.0.0 || ^8.0.0"
@@ -15993,30 +16357,17 @@
         "@nuxt/test-utils": "^4.0.0"
       }
     },
-    "node_modules/vitest/node_modules/std-env": {
-      "version": "4.1.0",
-      "resolved": "https://registry.npmjs.org/std-env/-/std-env-4.1.0.tgz",
-      "integrity": "sha512-Rq7ybcX2RuC55r9oaPVEW7/xu3tj8u4GeBYHBWCychFtzMIr86A7e3PPEBPT37sHStKX3+TiX/Fr/ACmJLVlLQ==",
-      "dev": true,
-      "license": "MIT"
-    },
-    "node_modules/vscode-uri": {
-      "version": "3.1.0",
-      "resolved": "https://registry.npmjs.org/vscode-uri/-/vscode-uri-3.1.0.tgz",
-      "integrity": "sha512-/BpdSx+yCQGnCvecbyXdxHDkuk55/G3xwnC0GqY4gmQ3j+A+g8kzzgB4Nk/SINjqn6+waqw3EgbVF2QKExkRxQ==",
-      "license": "MIT"
-    },
     "node_modules/vue": {
-      "version": "3.5.33",
-      "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.33.tgz",
-      "integrity": "sha512-1AgChhx5w3ALgT4oK3acm2Es/7jyZhWSVUfs3rOBlGQC0rjEDkS7G4lWlJJGGNQD+BV3reCwbQrOe1mPNwKHBQ==",
+      "version": "3.5.38",
+      "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.38.tgz",
+      "integrity": "sha512-vAMKHfImQlYSy0C+PBue4s3ERZ2xGKfgZg5GXAsLInq1dyh2H78ILVP5sK0KPFPVW4kv+OGCIvBEondcjpZp7A==",
       "license": "MIT",
       "dependencies": {
-        "@vue/compiler-dom": "3.5.33",
-        "@vue/compiler-sfc": "3.5.33",
-        "@vue/runtime-dom": "3.5.33",
-        "@vue/server-renderer": "3.5.33",
-        "@vue/shared": "3.5.33"
+        "@vue/compiler-dom": "3.5.38",
+        "@vue/compiler-sfc": "3.5.38",
+        "@vue/runtime-dom": "3.5.38",
+        "@vue/server-renderer": "3.5.38",
+        "@vue/shared": "3.5.38"
       },
       "peerDependencies": {
         "typescript": "*"
@@ -16028,12 +16379,12 @@
       }
     },
     "node_modules/vue-bundle-renderer": {
-      "version": "2.2.0",
-      "resolved": "https://registry.npmjs.org/vue-bundle-renderer/-/vue-bundle-renderer-2.2.0.tgz",
-      "integrity": "sha512-sz/0WEdYH1KfaOm0XaBmRZOWgYTEvUDt6yPYaUzl4E52qzgWLlknaPPTTZmp6benaPTlQAI/hN1x3tAzZygycg==",
+      "version": "2.3.1",
+      "resolved": "https://registry.npmjs.org/vue-bundle-renderer/-/vue-bundle-renderer-2.3.1.tgz",
+      "integrity": "sha512-7F4LNMopUw5RgYWo4zCmVUHCc6aQRC6dCKHUYkM/n+fux4AUGdL1x6m5A515WWyFysRRN7cx3hBzVqoisfRfzw==",
       "license": "MIT",
       "dependencies": {
-        "ufo": "^1.6.1"
+        "ufo": "^1.6.4"
       }
     },
     "node_modules/vue-component-type-helpers": {
@@ -16050,9 +16401,9 @@
       "license": "MIT"
     },
     "node_modules/vue-eslint-parser": {
-      "version": "10.4.0",
-      "resolved": "https://registry.npmjs.org/vue-eslint-parser/-/vue-eslint-parser-10.4.0.tgz",
-      "integrity": "sha512-Vxi9pJdbN3ZnVGLODVtZ7y4Y2kzAAE2Cm0CZ3ZDRvydVYxZ6VrnBhLikBsRS+dpwj4Jv4UCv21PTEwF5rQ9WXg==",
+      "version": "10.4.1",
+      "resolved": "https://registry.npmjs.org/vue-eslint-parser/-/vue-eslint-parser-10.4.1.tgz",
+      "integrity": "sha512-Gk6gRDj0n/fkRa3C3l0bBheoBckUq/Rs0F/TvMWIS6nzzx67amAViMe9CkNgsP2tXyQONvGiHQESHwFtZ3aYDA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -16074,37 +16425,38 @@
       }
     },
     "node_modules/vue-router": {
-      "version": "5.0.6",
-      "resolved": "https://registry.npmjs.org/vue-router/-/vue-router-5.0.6.tgz",
-      "integrity": "sha512-9+kmUTGbKMyW9Asoy98IXXYIzrTMT7JDAdpDDeEkorHvybpUvBI2wsrSM5jFOXrFydpzRFJ9vAh+80DN2PGu9w==",
+      "version": "5.1.0",
+      "resolved": "https://registry.npmjs.org/vue-router/-/vue-router-5.1.0.tgz",
+      "integrity": "sha512-HAbiLzLEHQwxPgvsbOJDAwtavszEgLwri6XfyrsPECIFez8+59xc9LofWVdc/HEaSRT822lJ8H9Ns38VVond5g==",
       "license": "MIT",
       "dependencies": {
-        "@babel/generator": "^7.28.6",
+        "@babel/generator": "^8.0.0-rc.4",
         "@vue-macros/common": "^3.1.1",
-        "@vue/devtools-api": "^8.0.6",
-        "ast-walker-scope": "^0.8.3",
+        "@vue/devtools-api": "^8.1.2",
+        "ast-walker-scope": "^0.9.0",
         "chokidar": "^5.0.0",
         "json5": "^2.2.3",
         "local-pkg": "^1.1.2",
         "magic-string": "^0.30.21",
-        "mlly": "^1.8.0",
+        "mlly": "^1.8.2",
         "muggle-string": "^0.4.1",
         "pathe": "^2.0.3",
         "picomatch": "^4.0.3",
         "scule": "^1.3.0",
-        "tinyglobby": "^0.2.15",
+        "tinyglobby": "^0.2.16",
         "unplugin": "^3.0.0",
         "unplugin-utils": "^0.3.1",
-        "yaml": "^2.8.2"
+        "yaml": "^2.9.0"
       },
       "funding": {
         "url": "https://github.com/sponsors/posva"
       },
       "peerDependencies": {
         "@pinia/colada": ">=0.21.2",
-        "@vue/compiler-sfc": "^3.5.17",
+        "@vue/compiler-sfc": "^3.5.34",
         "pinia": "^3.0.4",
-        "vue": "^3.5.0"
+        "vite": "^7.0.0 || ^8.0.0",
+        "vue": "^3.5.34"
       },
       "peerDependenciesMeta": {
         "@pinia/colada": {
@@ -16115,9 +16467,75 @@
         },
         "pinia": {
           "optional": true
+        },
+        "vite": {
+          "optional": true
         }
       }
     },
+    "node_modules/vue-router/node_modules/@babel/generator": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-8.0.0.tgz",
+      "integrity": "sha512-NT9NrVwJsbSV6Y2FSstWa71EETOnzrjkL5/wX3D2mYHtKM+qvqB1DvR4D0Setb/gDBsHzRICifwEWMO8CnTF6g==",
+      "license": "MIT",
+      "dependencies": {
+        "@babel/parser": "^8.0.0",
+        "@babel/types": "^8.0.0",
+        "@jridgewell/gen-mapping": "^0.3.12",
+        "@jridgewell/trace-mapping": "^0.3.28",
+        "@types/jsesc": "^2.5.0",
+        "jsesc": "^3.0.2"
+      },
+      "engines": {
+        "node": "^22.18.0 || >=24.11.0"
+      }
+    },
+    "node_modules/vue-router/node_modules/@babel/helper-string-parser": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-8.0.0.tgz",
+      "integrity": "sha512-6mJgmFFFIIO82vvoLt9XtRC7/TkzXfts1t/SpRX4IHSzMgqoPYCWesVu1udUPUWioAE/2fcG6WuI8zrkE1gwrg==",
+      "license": "MIT",
+      "engines": {
+        "node": "^22.18.0 || >=24.11.0"
+      }
+    },
+    "node_modules/vue-router/node_modules/@babel/helper-validator-identifier": {
+      "version": "8.0.2",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-8.0.2.tgz",
+      "integrity": "sha512-9Fr9QeyCAyi1BR1jKZ6uYQ24EIhQUx5ReHfQU7drOE+TPOb+w11/dsqLkMOT2U29OdCT71XajrOT8xDc1C7orA==",
+      "license": "MIT",
+      "engines": {
+        "node": "^22.18.0 || >=24.11.0"
+      }
+    },
+    "node_modules/vue-router/node_modules/@babel/parser": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-8.0.0.tgz",
+      "integrity": "sha512-aLxAE+imI9bCcyaPrUDjBv3uSkWieifjLe0kuFOZF0zli0L6GCsTmsePnTr55adbIAgYz2zhN1vnFimCBUYcRQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@babel/types": "^8.0.0"
+      },
+      "bin": {
+        "parser": "bin/babel-parser.js"
+      },
+      "engines": {
+        "node": "^22.18.0 || >=24.11.0"
+      }
+    },
+    "node_modules/vue-router/node_modules/@babel/types": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-8.0.0.tgz",
+      "integrity": "sha512-K8ponJDxBwDHigkeFqaqT5wLGl4bTlwMafR8k7b5CPxr6Ww+UG9ls8Yx6Tcpboxu97eeGVEEyKcHmEyOwN1vSw==",
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-string-parser": "^8.0.0",
+        "@babel/helper-validator-identifier": "^8.0.0"
+      },
+      "engines": {
+        "node": "^22.18.0 || >=24.11.0"
+      }
+    },
     "node_modules/web-streams-polyfill": {
       "version": "3.3.3",
       "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
@@ -16302,9 +16720,9 @@
       "license": "ISC"
     },
     "node_modules/ws": {
-      "version": "8.20.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.20.0.tgz",
-      "integrity": "sha512-sAt8BhgNbzCtgGbt2OxmpuryO63ZoDk/sqaB/znQm94T4fCEsy/yV+7CdC1kJhOU9lboAEU7R3kquuycDoibVA==",
+      "version": "8.21.0",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.21.0.tgz",
+      "integrity": "sha512-Vsp28b7DRcimFQvrqu2Wek3z1iYxDCWqHYB8Qsnk/S4RfaCQzPGPyBNuVjJV3cd6UiKtUtp6sNM77gWvzcCH+g==",
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
@@ -16347,6 +16765,21 @@
         "node": ">=12"
       }
     },
+    "node_modules/xml-naming": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/xml-naming/-/xml-naming-0.1.0.tgz",
+      "integrity": "sha512-k8KO9hrMyNk6tUWqUfkTEZbezRRpONVOzUTnc97VnCvyj6Tf9lyUR9EDAIeiVLv56jsMcoXEwjW8Kv5yPY52lw==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/NaturalIntelligence"
+        }
+      ],
+      "license": "MIT",
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
     "node_modules/y18n": {
       "version": "4.0.3",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-4.0.3.tgz",
@@ -16360,9 +16793,9 @@
       "license": "ISC"
     },
     "node_modules/yaml": {
-      "version": "2.8.2",
-      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.2.tgz",
-      "integrity": "sha512-mplynKqc1C2hTVYxd0PU2xQAc22TI1vShAYGksCCfxbn/dFwnHTNi1bvYsBTkhdUNtGIf5xNOg938rrSSYvS9A==",
+      "version": "2.9.0",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.9.0.tgz",
+      "integrity": "sha512-2AvhNX3mb8zd6Zy7INTtSpl1F15HW6Wnqj0srWlkKLcpYl/gMIMJiyuGq2KeI2YFxUPjdlB+3Lc10seMLtL4cA==",
       "license": "ISC",
       "bin": {
         "yaml": "bin.mjs"
diff --git a/package.json b/package.json
index c09d11a..9751cea 100644
--- a/package.json
+++ b/package.json
@@ -16,34 +16,36 @@
     "test:e2e:ui": "playwright test --ui test/e2e",
     "test:e2e:debug": "playwright test --debug test/e2e",
     "test:e2e:install": "playwright install --with-deps webkit chromium firefox",
-    "lint": "eslint . --max-warnings 0"
+    "lint": "eslint . --max-warnings 0",
+    "import:alpr": "node scripts/import-alpr.js"
   },
   "dependencies": {
-    "@nuxt/icon": "^2.2.1",
+    "@nuxt/icon": "^2.2.3",
     "@nuxtjs/tailwindcss": "^6.14.0",
-    "fast-xml-parser": "^5.3.6",
-    "hls.js": "^1.5.0",
+    "fast-xml-parser": "^5.9.3",
+    "hls.js": "^1.6.16",
     "jszip": "^3.10.1",
     "leaflet": "^1.9.4",
-    "leaflet.offline": "^3.2.0",
-    "mediasoup": "^3.19.14",
-    "mediasoup-client": "^3.18.6",
-    "nuxt": "^4.0.0",
-    "openid-client": "^6.8.2",
+    "leaflet.offline": "^3.2.1",
+    "mediasoup": "^3.20.9",
+    "mediasoup-client": "^3.21.0",
+    "nuxt": "^4.4.8",
+    "openid-client": "^6.8.4",
     "qrcode": "^1.5.4",
-    "vue": "^3.4.0",
-    "vue-router": "^5.0.0",
-    "ws": "^8.18.0"
+    "supercluster": "^8.0.1",
+    "vue": "^3.5.38",
+    "vue-router": "^5.1.0",
+    "ws": "^8.21.0"
   },
   "devDependencies": {
-    "@iconify-json/tabler": "^1.2.26",
-    "@nuxt/eslint": "^1.15.0",
-    "@nuxt/test-utils": "^4.0.0",
-    "@playwright/test": "^1.58.2",
-    "@vitest/coverage-v8": "^4.0.0",
-    "@vue/test-utils": "^2.4.0",
-    "eslint": "^10.0.0",
-    "happy-dom": "^20.6.1",
-    "vitest": "^4.0.0"
+    "@iconify-json/tabler": "^1.2.35",
+    "@nuxt/eslint": "^1.16.0",
+    "@nuxt/test-utils": "^4.0.3",
+    "@playwright/test": "^1.61.1",
+    "@vitest/coverage-v8": "^4.1.9",
+    "@vue/test-utils": "^2.4.11",
+    "eslint": "^10.5.0",
+    "happy-dom": "^20.10.6",
+    "vitest": "^4.1.9"
   }
 }
diff --git a/scripts/import-alpr.js b/scripts/import-alpr.js
new file mode 100644
index 0000000..016d4d2
--- /dev/null
+++ b/scripts/import-alpr.js
@@ -0,0 +1,17 @@
+#!/usr/bin/env node
+import { getDb, closeDb } from '../server/utils/db.js'
+import { importAllAlprNodes } from '../server/utils/alpr.js'
+
+try {
+  const db = await getDb()
+  console.log('[import-alpr] Fetching ALPR nodes from Overpass…')
+  const count = await importAllAlprNodes(db)
+  console.log(`[import-alpr] Cached ${count} nodes in SQLite.`)
+}
+catch (error) {
+  console.error('[import-alpr] Failed:', error?.message || error)
+  process.exitCode = 1
+}
+finally {
+  closeDb()
+}
diff --git a/server/api/alpr.get.js b/server/api/alpr.get.js
new file mode 100644
index 0000000..8c57f34
--- /dev/null
+++ b/server/api/alpr.get.js
@@ -0,0 +1,19 @@
+import { getDb } from '../utils/db.js'
+import { requireAuth } from '../utils/authHelpers.js'
+import { getAlprCameras, parseBbox } from '../utils/alpr.js'
+
+export default defineEventHandler(async (event) => {
+  requireAuth(event)
+  let bbox
+  try {
+    bbox = parseBbox(getQuery(event))
+  }
+  catch (error) {
+    throw createError({
+      statusCode: error?.statusCode || 400,
+      message: error?.message || 'invalid bbox',
+    })
+  }
+  const db = await getDb()
+  return getAlprCameras(db, bbox)
+})
diff --git a/server/api/cameras.get.js b/server/api/cameras.get.js
index bb91b0e..da2173f 100644
--- a/server/api/cameras.get.js
+++ b/server/api/cameras.get.js
@@ -1,19 +1,15 @@
 import { getDb } from '../utils/db.js'
 import { requireAuth } from '../utils/authHelpers.js'
 import { getActiveSessions } from '../utils/liveSessions.js'
-import { getActiveEntities } from '../utils/cotStore.js'
 import { rowToDevice, sanitizeDeviceForResponse } from '../utils/deviceUtils.js'
 
 export default defineEventHandler(async (event) => {
   requireAuth(event)
-  const config = useRuntimeConfig()
-  const ttlMs = Number(config.cotTtlMs ?? 90_000) || 90_000
-  const [db, sessions, cotEntities] = await Promise.all([
+  const [db, sessions] = await Promise.all([
     getDb(),
     getActiveSessions(),
-    getActiveEntities(ttlMs),
   ])
   const rows = await db.all('SELECT id, name, device_type, vendor, lat, lng, stream_url, source_type, config FROM devices ORDER BY id')
   const devices = rows.map(rowToDevice).filter(Boolean).map(sanitizeDeviceForResponse)
-  return { devices, liveSessions: sessions, cotEntities }
+  return { devices, liveSessions: sessions }
 })
diff --git a/server/api/cot/stream.get.js b/server/api/cot/stream.get.js
new file mode 100644
index 0000000..c006f5c
--- /dev/null
+++ b/server/api/cot/stream.get.js
@@ -0,0 +1,45 @@
+import { createEventStream } from 'h3'
+import { requireAuth } from '../../utils/authHelpers.js'
+import { getActiveEntitiesInBbox } from '../../utils/cotStore.js'
+import { registerSubscriber } from '../../utils/cotSubscribers.js'
+import { getCotSnapshotOpts } from '../../utils/cotSnapshot.js'
+import { COT_SSE_HEARTBEAT_MS } from '../../utils/constants.js'
+import { parseBboxParam, parseLayersParam } from '../../utils/cotEntityUtils.js'
+import { scheduleTrackingFeedRefresh } from '../../utils/trackingFeed.js'
+
+export default defineEventHandler((event) => {
+  requireAuth(event)
+  const query = getQuery(event)
+  const bbox = parseBboxParam(typeof query.bbox === 'string' ? query.bbox : undefined)
+  const layers = parseLayersParam(typeof query.layers === 'string' ? query.layers : undefined)
+  const snapshotOpts = getCotSnapshotOpts()
+
+  const stream = createEventStream(event)
+
+  const push = (eventName, data) => stream.push({ event: eventName, data })
+
+  const sendSnapshot = async () => {
+    const entities = await getActiveEntitiesInBbox(bbox, { ...snapshotOpts, layers })
+    await push('snapshot', JSON.stringify({ entities }))
+  }
+
+  const unregister = registerSubscriber({ bbox, layers, push })
+
+  let heartbeat
+
+  stream.onClosed(async () => {
+    clearInterval(heartbeat)
+    unregister()
+    scheduleTrackingFeedRefresh()
+  })
+
+  void (async () => {
+    scheduleTrackingFeedRefresh()
+    await sendSnapshot()
+    heartbeat = setInterval(() => {
+      push('heartbeat', '{}').catch(() => {})
+    }, COT_SSE_HEARTBEAT_MS)
+  })()
+
+  return stream.send()
+})
diff --git a/server/plugins/cot.js b/server/plugins/cot.js
index 0172cd7..2171e23 100644
--- a/server/plugins/cot.js
+++ b/server/plugins/cot.js
@@ -108,7 +108,7 @@ async function processFrame(socket, rawMessage, payload, authenticated) {
       socket.destroy()
       return
     }
-    updateFromCot(parsed).catch((err) => {
+    updateFromCot({ ...parsed, type: parsed.eventType }).catch((err) => {
       console.error('[cot] Error updating from CoT:', err?.message)
     })
     if (authenticated) broadcast(socket, rawMessage)
diff --git a/server/plugins/cotLifecycle.js b/server/plugins/cotLifecycle.js
new file mode 100644
index 0000000..caba3a5
--- /dev/null
+++ b/server/plugins/cotLifecycle.js
@@ -0,0 +1,32 @@
+import { registerCleanup } from '../utils/shutdown.js'
+import { onCotChange, pruneStaleEntities } from '../utils/cotStore.js'
+import { getCotSnapshotOpts } from '../utils/cotSnapshot.js'
+import {
+  notifySubscribersForEntity,
+  notifySubscribersRemove,
+} from '../utils/cotSubscribers.js'
+import { COT_PRUNE_INTERVAL_MS } from '../utils/constants.js'
+
+let pruneTimer = null
+let offChange = () => {}
+
+export default defineNitroPlugin(() => {
+  offChange = onCotChange((changeEvent, payload) => {
+    if (changeEvent === 'update' && payload?.entity) {
+      notifySubscribersForEntity('update', { entity: payload.entity }, payload.entity).catch(() => {})
+    }
+    else if (changeEvent === 'remove' && payload?.id) {
+      notifySubscribersRemove(payload.id).catch(() => {})
+    }
+  })
+
+  pruneTimer = setInterval(() => {
+    pruneStaleEntities(getCotSnapshotOpts()).catch(() => {})
+  }, COT_PRUNE_INTERVAL_MS)
+
+  registerCleanup(() => {
+    offChange()
+    if (pruneTimer) clearInterval(pruneTimer)
+    pruneTimer = null
+  })
+})
diff --git a/server/plugins/trackingFeed.js b/server/plugins/trackingFeed.js
new file mode 100644
index 0000000..31d850b
--- /dev/null
+++ b/server/plugins/trackingFeed.js
@@ -0,0 +1,7 @@
+import { registerCleanup } from '../utils/shutdown.js'
+import { startTrackingFeed, stopTrackingFeed } from '../utils/trackingFeed.js'
+
+export default defineNitroPlugin(() => {
+  startTrackingFeed()
+  registerCleanup(stopTrackingFeed)
+})
diff --git a/server/utils/alpr.js b/server/utils/alpr.js
new file mode 100644
index 0000000..50802bc
--- /dev/null
+++ b/server/utils/alpr.js
@@ -0,0 +1,263 @@
+import { cameraToFeature, featureCollection } from './alprGeo.js'
+
+const OVERPASS_URL = 'https://overpass.deflock.org/api/interpreter'
+const MAX_BBOX_DEGREES = 0.5
+const CACHE_TTL_MS = 86_400_000
+const TILE_SCALE = 10
+
+function httpError(statusCode, message) {
+  const err = new Error(message)
+  err.statusCode = statusCode
+  return err
+}
+
+/**
+ * @param {unknown} tags
+ * @returns {Record<string, string>} String OSM tags only
+ */
+function normalizeTags(tags) {
+  if (!tags || typeof tags !== 'object') return {}
+  return Object.fromEntries(
+    Object.entries(/** @type {Record<string, unknown>} */ (tags))
+      .filter(([, v]) => typeof v === 'string')
+      .map(([k, v]) => [k, /** @type {string} */ (v)]),
+  )
+}
+
+/**
+ * @param {unknown} element
+ * @returns {{ osmId: number, lat: number, lng: number, manufacturer: string | null, direction: number | null, tags: Record<string, string> } | null} Parsed camera or null
+ */
+export function parseOverpassElement(element) {
+  if (!element || typeof element !== 'object') return null
+  const el = /** @type {Record<string, unknown>} */ (element)
+  if (el.type !== 'node' || typeof el.id !== 'number') return null
+  const lat = Number(el.lat)
+  const lng = Number(el.lon ?? el.lng)
+  if (!Number.isFinite(lat) || !Number.isFinite(lng)) return null
+  const tags = normalizeTags(el.tags)
+  const directionRaw = tags['camera:direction'] ?? tags.direction
+  const direction = directionRaw != null && directionRaw !== '' ? Number(directionRaw) : null
+  const fovRaw = tags['camera:angle'] ?? tags['surveillance:angle']
+  const fov = fovRaw != null && fovRaw !== '' ? Number(fovRaw) : null
+  return {
+    osmId: el.id,
+    lat,
+    lng,
+    manufacturer: tags.manufacturer ?? tags.brand ?? null,
+    direction: Number.isFinite(direction) ? direction : null,
+    fov: Number.isFinite(fov) ? fov : null,
+    tags,
+  }
+}
+
+export function parseBbox(query) {
+  const south = Number(query.south)
+  const west = Number(query.west)
+  const north = Number(query.north)
+  const east = Number(query.east)
+  if (![south, west, north, east].every(Number.isFinite)) {
+    throw httpError(400, 'south, west, north, east required')
+  }
+  if (south >= north || west >= east) {
+    throw httpError(400, 'invalid bbox')
+  }
+  if (north - south > MAX_BBOX_DEGREES || east - west > MAX_BBOX_DEGREES) {
+    throw httpError(400, `bbox exceeds ${MAX_BBOX_DEGREES}°`)
+  }
+  return { south, west, north, east }
+}
+
+/** @param {{ south: number, west: number, north: number, east: number }} bbox */
+export function tileKeysForBbox(bbox) {
+  const latMin = Math.floor(bbox.south * TILE_SCALE)
+  const latMax = Math.floor(bbox.north * TILE_SCALE)
+  const lngMin = Math.floor(bbox.west * TILE_SCALE)
+  const lngMax = Math.floor(bbox.east * TILE_SCALE)
+  const keys = []
+  for (let lat = latMin; lat <= latMax; lat++) {
+    for (let lng = lngMin; lng <= lngMax; lng++) {
+      keys.push(`${lat}:${lng}`)
+    }
+  }
+  return keys
+}
+
+export function buildBboxQuery(bbox) {
+  const { south, west, north, east } = bbox
+  return `[out:json][timeout:25];node["surveillance:type"="ALPR"](${south},${west},${north},${east});out body;`
+}
+
+export function buildGlobalQuery() {
+  return '[out:json][timeout:300];node["surveillance:type"="ALPR"];out body;'
+}
+
+function rowToCamera(row, source) {
+  const tags = (() => {
+    try {
+      return JSON.parse(row.tags)
+    }
+    catch {
+      return {}
+    }
+  })()
+  const fovRaw = tags['camera:angle'] ?? tags['surveillance:angle']
+  const fov = fovRaw != null && fovRaw !== '' ? Number(fovRaw) : null
+  return {
+    osmId: row.osm_id,
+    lat: row.lat,
+    lng: row.lng,
+    manufacturer: row.manufacturer ?? null,
+    direction: row.direction ?? null,
+    fov: Number.isFinite(fov) ? fov : null,
+    tags,
+    source,
+  }
+}
+
+/** @param {Awaited<ReturnType<typeof import('./db.js').getDb>>} db */
+export async function upsertAlprNode(db, camera) {
+  const now = new Date().toISOString()
+  await db.run(
+    `INSERT INTO alpr_nodes (osm_id, lat, lng, manufacturer, direction, tags, fetched_at)
+     VALUES (?, ?, ?, ?, ?, ?, ?)
+     ON CONFLICT(osm_id) DO UPDATE SET
+       lat = excluded.lat,
+       lng = excluded.lng,
+       manufacturer = excluded.manufacturer,
+       direction = excluded.direction,
+       tags = excluded.tags,
+       fetched_at = excluded.fetched_at`,
+    [
+      camera.osmId,
+      camera.lat,
+      camera.lng,
+      camera.manufacturer,
+      camera.direction,
+      JSON.stringify(camera.tags),
+      now,
+    ],
+  )
+}
+
+/** @param {Awaited<ReturnType<typeof import('./db.js').getDb>>} db */
+export async function upsertAlprNodesBatch(db, cameras) {
+  if (!cameras.length) return
+  await db.run('BEGIN TRANSACTION')
+  try {
+    for (const camera of cameras) {
+      await upsertAlprNode(db, camera)
+    }
+    await db.run('COMMIT')
+  }
+  catch (error) {
+    await db.run('ROLLBACK').catch(() => {})
+    throw error
+  }
+}
+
+/** @param {Awaited<ReturnType<typeof import('./db.js').getDb>>} db */
+export async function markTilesFetched(db, keys) {
+  if (!keys.length) return
+  const now = new Date().toISOString()
+  await db.run('BEGIN TRANSACTION')
+  try {
+    for (const key of keys) {
+      await db.run('INSERT OR REPLACE INTO alpr_tiles (tile_key, fetched_at) VALUES (?, ?)', [key, now])
+    }
+    await db.run('COMMIT')
+  }
+  catch (error) {
+    await db.run('ROLLBACK').catch(() => {})
+    throw error
+  }
+}
+
+/** @param {Awaited<ReturnType<typeof import('./db.js').getDb>>} db */
+async function tilesAreFresh(db, keys) {
+  if (!keys.length) return false
+  const placeholders = keys.map(() => '?').join(',')
+  const rows = await db.all(
+    `SELECT tile_key, fetched_at FROM alpr_tiles WHERE tile_key IN (${placeholders})`,
+    keys,
+  )
+  if (rows.length !== keys.length) return false
+  const cutoff = Date.now() - CACHE_TTL_MS
+  return rows.every(row => Date.parse(row.fetched_at) >= cutoff)
+}
+
+/** @param {Awaited<ReturnType<typeof import('./db.js').getDb>>} db */
+export async function getCachedAlprNodes(db, bbox) {
+  const rows = await db.all(
+    `SELECT osm_id, lat, lng, manufacturer, direction, tags
+     FROM alpr_nodes
+     WHERE lat >= ? AND lat <= ? AND lng >= ? AND lng <= ?`,
+    [bbox.south, bbox.north, bbox.west, bbox.east],
+  )
+  return rows.map(row => rowToCamera(row, 'cache'))
+}
+
+export async function fetchOverpass(query) {
+  const res = await fetch(OVERPASS_URL, {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+    body: `data=${encodeURIComponent(query)}`,
+    signal: AbortSignal.timeout(120_000),
+  })
+  if (!res.ok) {
+    throw httpError(502, `Overpass error: ${res.status}`)
+  }
+  const data = await res.json()
+  const elements = Array.isArray(data?.elements) ? data.elements : []
+  return elements.map(parseOverpassElement).filter(Boolean)
+}
+
+/** @param {Awaited<ReturnType<typeof import('./db.js').getDb>>} db */
+async function fetchAndCacheBbox(db, bbox, tileKeys) {
+  const live = await fetchOverpass(buildBboxQuery(bbox))
+  await upsertAlprNodesBatch(db, live)
+  await markTilesFetched(db, tileKeys)
+  return live.map(c => ({ ...c, source: 'live' }))
+}
+
+const refreshInFlight = new Map()
+
+/** @param {Awaited<ReturnType<typeof import('./db.js').getDb>>} db */
+function refreshBboxInBackground(db, bbox, tileKeys) {
+  const key = tileKeys.join('|')
+  if (refreshInFlight.has(key)) return
+  const job = fetchAndCacheBbox(db, bbox, tileKeys)
+    .catch(() => {})
+    .finally(() => refreshInFlight.delete(key))
+  refreshInFlight.set(key, job)
+}
+
+/** @param {Awaited<ReturnType<typeof import('./db.js').getDb>>} db */
+export async function getAlprCameras(db, bbox) {
+  const tileKeys = tileKeysForBbox(bbox)
+  const cached = await getCachedAlprNodes(db, bbox)
+
+  if (await tilesAreFresh(db, tileKeys)) {
+    return featureCollection(cached.map(cameraToFeature), 'cache')
+  }
+
+  if (cached.length > 0) {
+    refreshBboxInBackground(db, bbox, tileKeys)
+    return featureCollection(cached.map(cameraToFeature), 'cache')
+  }
+
+  try {
+    const live = await fetchAndCacheBbox(db, bbox, tileKeys)
+    return featureCollection(live.map(cameraToFeature), 'live')
+  }
+  catch {
+    return featureCollection(cached.map(cameraToFeature), 'cache')
+  }
+}
+
+/** @param {Awaited<ReturnType<typeof import('./db.js').getDb>>} db */
+export async function importAllAlprNodes(db) {
+  const cameras = await fetchOverpass(buildGlobalQuery())
+  await upsertAlprNodesBatch(db, cameras)
+  return cameras.length
+}
diff --git a/server/utils/alprGeo.js b/server/utils/alprGeo.js
new file mode 100644
index 0000000..0328ba4
--- /dev/null
+++ b/server/utils/alprGeo.js
@@ -0,0 +1,175 @@
+const ATTRIBUTION = '© OpenStreetMap contributors'
+
+/** Longest match first — Flock, Genetec, Leonardo, etc. */
+const KNOWN_ALPR_MODELS = [
+  'Falcon Flex',
+  'AutoVu CR-H2',
+  'AutoVu Sharp',
+  'UnicamVELOCITY3',
+  'Falcon',
+  'Sparrow',
+  'Raven',
+  'Condor',
+  'Wing',
+  'Pelican',
+]
+
+const GENERIC_CAMERA_NAMES = new Set([
+  'flock alpr camera',
+  'flock alpr cameera',
+  'flock camera',
+  'flock alpr',
+  'flock',
+  'flock camera',
+  'automatic license plate reader (alpr)',
+  'alpr camera',
+  'alpr',
+])
+
+const SKIP_EXTRA_TAGS = new Set([
+  'surveillance:type',
+  'man_made',
+  'camera:direction',
+  'direction',
+  'camera:angle',
+  'surveillance:angle',
+  'manufacturer',
+  'brand',
+  'model',
+  'operator',
+  'name',
+  'ref',
+  'surveillance',
+  'camera:type',
+  'description',
+  'note',
+  'colour',
+  'color',
+  'manufacturer:wikidata',
+  'model:wikidata',
+  'operator:wikidata',
+])
+
+function escapeRegex(text) {
+  return text.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')
+}
+
+/** @param {string} value */
+export function normalizeModelName(value) {
+  const trimmed = value.trim()
+  if (!trimmed) return null
+  const lower = trimmed.toLowerCase()
+  for (const model of KNOWN_ALPR_MODELS) {
+    if (model.toLowerCase() === lower) return model
+  }
+  return trimmed.split(/\s+/).map(word =>
+    word.charAt(0).toUpperCase() + word.slice(1).toLowerCase(),
+  ).join(' ')
+}
+
+/** @param {string} text */
+function matchKnownModel(text) {
+  for (const model of KNOWN_ALPR_MODELS) {
+    const re = new RegExp(`\\b${escapeRegex(model)}\\b`, 'i')
+    if (re.test(text)) return model
+  }
+  const flock = text.match(/\bFlock\s+([a-z][\w -]*)/i)
+  if (flock) {
+    const fragment = flock[1].trim()
+    if (!fragment || /^safety$/i.test(fragment)) return null
+    return matchKnownModel(fragment)
+  }
+  return null
+}
+
+/** @param {Record<string, string>} tags */
+export function inferModelFromTags(tags) {
+  const t = tags ?? {}
+  if (t.model?.trim()) return normalizeModelName(t.model)
+  for (const key of ['name', 'description', 'note']) {
+    const value = t[key]
+    if (!value?.trim()) continue
+    const model = matchKnownModel(value)
+    if (model) return model
+  }
+  return null
+}
+
+/** @param {string | null | undefined} name */
+export function isGenericCameraName(name) {
+  if (!name?.trim()) return false
+  const normalized = name.trim().toLowerCase()
+  if (GENERIC_CAMERA_NAMES.has(normalized)) return true
+  if (/^flock\s+alpr\b/i.test(name) && !matchKnownModel(name)) return true
+  if (matchKnownModel(name) && /\bflock\b/i.test(name)) return true
+  return false
+}
+
+/** @param {Record<string, string>} tags */
+export function displayNameFromTags(tags) {
+  const name = tags?.name?.trim()
+  if (!name || isGenericCameraName(name)) return null
+  if (matchKnownModel(name)) return null
+  return name
+}
+
+/** @param {Record<string, string>} tags */
+export function identifyingProperties(tags, manufacturer = null) {
+  const t = tags ?? {}
+  const mfr = manufacturer ?? t.manufacturer ?? t.brand ?? null
+  const model = inferModelFromTags(t)
+  const name = displayNameFromTags(t)
+  /** @type {Record<string, string | boolean>} */
+  const props = {}
+  if (mfr) props.manufacturer = mfr
+  if (model) props.model = model
+  if (mfr && !model) props.modelUnknown = true
+  if (t.brand && t.brand !== mfr) props.brand = t.brand
+  if (t.operator) props.operator = t.operator
+  if (name) props.name = name
+  if (t.ref) props.ref = t.ref
+  if (t.surveillance) props.surveillance = t.surveillance
+  if (t['camera:type']) props.cameraType = t['camera:type']
+  if (t.description) props.description = t.description
+  if (t.note) props.note = t.note
+  const colour = t.colour ?? t.color
+  if (colour) props.colour = colour
+  if (t['manufacturer:wikidata']) props.manufacturerWikidata = t['manufacturer:wikidata']
+  if (t['model:wikidata']) props.modelWikidata = t['model:wikidata']
+  if (t['operator:wikidata']) props.operatorWikidata = t['operator:wikidata']
+
+  const extra = {}
+  for (const [key, value] of Object.entries(t)) {
+    if (SKIP_EXTRA_TAGS.has(key) || !value?.trim()) continue
+    extra[key] = value
+  }
+  if (Object.keys(extra).length) props.tags = extra
+  return props
+}
+
+/** @param {{ osmId: number, lat: number, lng: number, manufacturer: string | null, direction: number | null, fov: number | null, tags: Record<string, string> }} camera */
+export function cameraToFeature(camera) {
+  return {
+    type: 'Feature',
+    id: camera.osmId,
+    geometry: { type: 'Point', coordinates: [camera.lng, camera.lat] },
+    properties: {
+      osmId: camera.osmId,
+      direction: camera.direction,
+      fov: camera.fov,
+      ...identifyingProperties(camera.tags, camera.manufacturer),
+    },
+  }
+}
+
+/** @param {ReturnType<typeof cameraToFeature>[]} features */
+export function featureCollection(features, source) {
+  return {
+    type: 'FeatureCollection',
+    features,
+    attribution: ATTRIBUTION,
+    source,
+  }
+}
+
+export { ATTRIBUTION }
diff --git a/server/utils/authHelpers.js b/server/utils/authHelpers.js
index f9b590c..ddf593f 100644
--- a/server/utils/authHelpers.js
+++ b/server/utils/authHelpers.js
@@ -19,6 +19,8 @@ export const SKIP_PATHS = Object.freeze([
 ])
 
 export const PROTECTED_PATH_PREFIXES = Object.freeze([
+  '/api/alpr',
+  '/api/cot',
   '/api/cameras',
   '/api/devices',
   '/api/live',
diff --git a/server/utils/constants.js b/server/utils/constants.js
index fa43575..7c89f3c 100644
--- a/server/utils/constants.js
+++ b/server/utils/constants.js
@@ -2,10 +2,22 @@
  * Application constants with environment variable support.
  */
 
+// CoT / tracking (fixed defaults — not env-configurable)
+export const COT_TTL_MS = 90_000
+/** @deprecated Use COT_TTL_MS */
+export const COT_ENTITY_TTL_MS = COT_TTL_MS
+export const COT_OSINT_TTL_MS = 30_000
+export const COT_PRUNE_INTERVAL_MS = 15_000
+export const COT_SSE_HEARTBEAT_MS = 15_000
+export const OPENSKY_CACHE_MS = 5_000
+export const TRACKING_FEED_DEBOUNCE_MS = 500
+export const COT_TAK_FILTER_BBOX = false
+export const COT_SSE_MAX_ENTITIES = 2000
+export const MAX_OPENSKY_BBOX_DEGREES = 10
+
 // Timeouts (milliseconds)
 export const COT_AUTH_TIMEOUT_MS = Number(process.env.COT_AUTH_TIMEOUT_MS) || 15_000
 export const LIVE_SESSION_TTL_MS = Number(process.env.LIVE_SESSION_TTL_MS) || 60_000
-export const COT_ENTITY_TTL_MS = Number(process.env.COT_ENTITY_TTL_MS) || 90_000
 export const POLL_INTERVAL_MS = Number(process.env.POLL_INTERVAL_MS) || 1500
 export const SHUTDOWN_TIMEOUT_MS = Number(process.env.SHUTDOWN_TIMEOUT_MS) || 30_000
 
diff --git a/server/utils/cotEntityUtils.js b/server/utils/cotEntityUtils.js
new file mode 100644
index 0000000..53f3743
--- /dev/null
+++ b/server/utils/cotEntityUtils.js
@@ -0,0 +1,191 @@
+/**
+ * CoT entity helpers: filters and OSINT → CoT mapping.
+ */
+
+/**
+ * @param {string} id
+ * @returns {'adsb' | 'ais' | 'tak'} Inferred track source.
+ */
+export function inferSourceFromId(id) {
+  if (typeof id !== 'string') return 'tak'
+  if (id.startsWith('ICAO.')) return 'adsb'
+  if (id.startsWith('MMSI.')) return 'ais'
+  return 'tak'
+}
+
+/**
+ * @param {string} [type]
+ * @returns {'air' | 'surface' | 'ground'} CoT display category.
+ */
+export function cotCategoryFromType(type) {
+  const t = typeof type === 'string' ? type : ''
+  if (t.startsWith('a-f-A-')) return 'air'
+  if (t.startsWith('a-f-S-')) return 'surface'
+  return 'ground'
+}
+
+/**
+ * @param {{ lat: number, lng: number }} point
+ * @param {{ west: number, south: number, east: number, north: number }} bbox
+ */
+export function isInBbox(point, bbox) {
+  if (!point || !bbox) return false
+  const { lat, lng } = point
+  if (!Number.isFinite(lat) || !Number.isFinite(lng)) return false
+  return lat >= bbox.south && lat <= bbox.north && lng >= bbox.west && lng <= bbox.east
+}
+
+/**
+ * @param {Set<string> | string[] | undefined} layers
+ * @param {{ type?: string, source?: string }} entity
+ */
+export function matchesLayerFilter(layers, entity) {
+  if (!layers || layers.size === 0) return true
+  const category = cotCategoryFromType(entity.type)
+  if (layers.has('air') && category === 'air') return true
+  if (layers.has('surface') && category === 'surface') return true
+  if (layers.has('ground') && category === 'ground') return true
+  return false
+}
+
+/** OpenSky emitter category → MilStd CoT air type. */
+function openSkyCategoryToType(category) {
+  if (category === 8) return 'a-f-A-C-H' // rotorcraft
+  if (category === 14) return 'a-f-A-C-F' // UAV — plane icon
+  return 'a-f-A-C-F'
+}
+
+/** OpenSky state vector → CoT upsert. */
+export function openSkyStateToCot(state) {
+  if (!Array.isArray(state) || state.length < 11) return null
+  const icao24 = String(state[0] ?? '').trim().toLowerCase()
+  if (!icao24) return null
+  const lat = Number(state[6])
+  const lng = Number(state[5])
+  if (!Number.isFinite(lat) || !Number.isFinite(lng)) return null
+  const callsign = typeof state[1] === 'string' ? state[1].trim() : ''
+  const originCountry = typeof state[2] === 'string' ? state[2].trim() : ''
+  const category = Number(state[17])
+  const type = Number.isFinite(category) ? openSkyCategoryToType(category) : 'a-f-A-C-F'
+  const heading = Number(state[10])
+  const speed = Number(state[9])
+  const altitude = Number(state[7])
+  const verticalRate = Number(state[11])
+  const onGround = state[8] === true
+  const squawk = state[14] != null ? String(state[14]).padStart(4, '0') : undefined
+  return {
+    id: `ICAO.${icao24}`,
+    lat,
+    lng,
+    label: callsign || icao24.toUpperCase(),
+    type,
+    source: 'adsb',
+    icao: icao24,
+    originCountry: originCountry || undefined,
+    heading: Number.isFinite(heading) ? heading : undefined,
+    speed: Number.isFinite(speed) ? speed : undefined,
+    altitude: Number.isFinite(altitude) ? altitude : undefined,
+    verticalRate: Number.isFinite(verticalRate) ? verticalRate : undefined,
+    onGround: onGround || undefined,
+    squawk: squawk && squawk !== '0000' ? squawk : undefined,
+  }
+}
+
+/** AISStream position report → CoT upsert. */
+export function aisStreamMessageToCot(message) {
+  if (!message || typeof message !== 'object') return null
+  const meta = /** @type {Record<string, unknown>} */ (message.MetaData)
+  const msg = /** @type {Record<string, unknown>} */ (message.Message)
+  if (!msg || typeof msg !== 'object') return null
+  const report = /** @type {Record<string, unknown>} */ (
+    msg.PositionReport ?? msg.StandardClassBPositionReport ?? msg.ExtendedClassBPositionReport
+  )
+  if (!report || typeof report !== 'object') return null
+  const mmsi = Number(meta?.MMSI ?? report.UserID)
+  if (!Number.isFinite(mmsi)) return null
+  const lat = Number(report.Latitude)
+  const lng = Number(report.Longitude)
+  if (!Number.isFinite(lat) || !Number.isFinite(lng)) return null
+  const shipName = typeof meta?.ShipName === 'string' ? meta.ShipName.trim() : ''
+  const heading = Number(report.Cog ?? report.TrueHeading)
+  const speed = Number(report.Sog)
+  return {
+    id: `MMSI.${mmsi}`,
+    lat,
+    lng,
+    label: shipName || `MMSI ${mmsi}`,
+    type: 'a-f-S-C',
+    source: 'ais',
+    mmsi: String(mmsi),
+    heading: Number.isFinite(heading) ? heading : undefined,
+    speed: Number.isFinite(speed) ? speed : undefined,
+  }
+}
+
+/**
+ * Union of subscriber bboxes.
+ * @param {Array<{ west: number, south: number, east: number, north: number } | null | undefined>} boxes
+ */
+export function unionBboxes(boxes) {
+  let west = Infinity
+  let south = Infinity
+  let east = -Infinity
+  let north = -Infinity
+  let has = false
+  for (const bbox of boxes) {
+    if (!bbox) continue
+    has = true
+    west = Math.min(west, bbox.west)
+    south = Math.min(south, bbox.south)
+    east = Math.max(east, bbox.east)
+    north = Math.max(north, bbox.north)
+  }
+  return has ? { west, south, east, north } : null
+}
+
+/**
+ * Shrink bbox to max span (degrees per axis), centered on midpoint.
+ * @param {{ west: number, south: number, east: number, north: number } | null} bbox
+ * @param {number} maxDegrees
+ */
+export function clampBbox(bbox, maxDegrees) {
+  if (!bbox || !Number.isFinite(maxDegrees) || maxDegrees <= 0) return bbox
+  const latSpan = bbox.north - bbox.south
+  const lngSpan = bbox.east - bbox.west
+  if (latSpan <= maxDegrees && lngSpan <= maxDegrees) return bbox
+  const latMid = (bbox.north + bbox.south) / 2
+  const lngMid = (bbox.east + bbox.west) / 2
+  const half = maxDegrees / 2
+  return {
+    south: latMid - half,
+    north: latMid + half,
+    west: lngMid - half,
+    east: lngMid + half,
+  }
+}
+
+/**
+ * @param {string | undefined} raw
+ * @returns {Set<string>} Enabled layer names.
+ */
+export function parseLayersParam(raw) {
+  if (!raw || typeof raw !== 'string') {
+    return new Set(['air', 'surface', 'ground'])
+  }
+  const parts = raw.split(',').map(s => s.trim().toLowerCase()).filter(Boolean)
+  if (parts.length === 0 || parts.includes('none')) return new Set()
+  return new Set(parts)
+}
+
+/**
+ * @param {string | undefined} raw
+ * @returns {{ west: number, south: number, east: number, north: number } | null} Parsed bbox or null.
+ */
+export function parseBboxParam(raw) {
+  if (!raw || typeof raw !== 'string') return null
+  const parts = raw.split(',').map(s => Number(s.trim()))
+  if (parts.length !== 4 || parts.some(n => !Number.isFinite(n))) return null
+  const [west, south, east, north] = parts
+  if (south > north || west > east) return null
+  return { west, south, east, north }
+}
diff --git a/server/utils/cotSnapshot.js b/server/utils/cotSnapshot.js
new file mode 100644
index 0000000..1852aa2
--- /dev/null
+++ b/server/utils/cotSnapshot.js
@@ -0,0 +1,15 @@
+import {
+  COT_OSINT_TTL_MS,
+  COT_SSE_MAX_ENTITIES,
+  COT_TAK_FILTER_BBOX,
+  COT_TTL_MS,
+} from './constants.js'
+
+export function getCotSnapshotOpts() {
+  return {
+    ttlMs: COT_TTL_MS,
+    osintTtlMs: COT_OSINT_TTL_MS,
+    takFilterBbox: COT_TAK_FILTER_BBOX,
+    maxEntities: COT_SSE_MAX_ENTITIES,
+  }
+}
diff --git a/server/utils/cotStore.js b/server/utils/cotStore.js
index 09e920f..9509350 100644
--- a/server/utils/cotStore.js
+++ b/server/utils/cotStore.js
@@ -1,66 +1,210 @@
 /**
- * In-memory CoT entity store: upsert by id, prune on read by TTL.
- * Single source of truth; getActiveEntities returns new objects (no mutation of returned refs).
+ * In-memory CoT store (TAK, ADS-B, AIS).
  */
 
 import { acquire } from './asyncLock.js'
-import { COT_ENTITY_TTL_MS } from './constants.js'
+import { COT_OSINT_TTL_MS, COT_TTL_MS } from './constants.js'
+import { inferSourceFromId, isInBbox, matchesLayerFilter } from './cotEntityUtils.js'
 
 const entities = new Map()
+/** @type {Set<(event: string, payload: unknown) => void>} */
+const listeners = new Set()
+
+/**
+ * @param {(event: string, payload: unknown) => void} fn
+ * @returns {() => void} Unsubscribe function.
+ */
+export function onCotChange(fn) {
+  listeners.add(fn)
+  return () => listeners.delete(fn)
+}
+
+function emitChange(event, payload) {
+  for (const fn of listeners) {
+    try {
+      fn(event, payload)
+    }
+    catch {
+      /* ignore listener errors */
+    }
+  }
+}
+
+function pickOptionalNumber(value, fallback) {
+  if (value === undefined || value === null) return fallback
+  const n = Number(value)
+  return Number.isFinite(n) ? n : fallback
+}
+
+/**
+ * @param {Record<string, unknown>} entity
+ */
+function toSnapshot(entity) {
+  return {
+    id: entity.id,
+    lat: entity.lat,
+    lng: entity.lng,
+    label: entity.label ?? entity.id,
+    type: entity.type ?? '',
+    source: entity.source ?? 'tak',
+    heading: entity.heading,
+    speed: entity.speed,
+    altitude: entity.altitude,
+    verticalRate: entity.verticalRate,
+    onGround: entity.onGround,
+    originCountry: entity.originCountry,
+    icao: entity.icao,
+    mmsi: entity.mmsi,
+    squawk: entity.squawk,
+    updatedAt: entity.updatedAt,
+  }
+}
+
+/**
+ * @param {Record<string, unknown>} entity
+ * @param {{ ttlMs?: number, osintTtlMs?: number }} opts
+ */
+function entityTtlMs(entity, opts) {
+  const source = entity.source
+  if (source === 'adsb' || source === 'ais') {
+    return opts.osintTtlMs ?? COT_OSINT_TTL_MS
+  }
+  return opts.ttlMs ?? COT_TTL_MS
+}
+
+function isEntityExpired(entity, now, opts) {
+  return now - entity.updatedAt > entityTtlMs(entity, opts)
+}
 
 /**
  * Upsert entity by id. Input is not mutated; stored value is a new object.
- * @param {{ id: string, lat: number, lng: number, label?: string, eventType?: string, type?: string }} parsed
+ * @param {{ id: string, lat: number, lng: number, label?: string, eventType?: string, type?: string, source?: string, heading?: number, speed?: number, altitude?: number }} parsed
+ * @param {{ silent?: boolean }} [options]
  */
-export async function updateFromCot(parsed) {
+export async function updateFromCot(parsed, options = {}) {
   if (!parsed || typeof parsed.id !== 'string') return
   const lat = Number(parsed.lat)
   const lng = Number(parsed.lng)
   if (!Number.isFinite(lat) || !Number.isFinite(lng)) return
 
+  let snapshot = null
   await acquire(`cot-${parsed.id}`, async () => {
     const now = Date.now()
     const existing = entities.get(parsed.id)
     const label = typeof parsed.label === 'string' ? parsed.label : (existing?.label ?? parsed.id)
-    const type = typeof parsed.eventType === 'string' ? parsed.eventType : (typeof parsed.type === 'string' ? parsed.type : (existing?.type ?? ''))
+    const type = typeof parsed.eventType === 'string'
+      ? parsed.eventType
+      : (typeof parsed.type === 'string' ? parsed.type : (existing?.type ?? ''))
+    const explicitSource = parsed.source
+    const source = explicitSource === 'adsb' || explicitSource === 'ais' || explicitSource === 'tak'
+      ? explicitSource
+      : inferSourceFromId(parsed.id)
 
-    entities.set(parsed.id, {
+    const stored = {
       id: parsed.id,
       lat,
       lng,
       label,
       type,
+      source,
+      heading: pickOptionalNumber(parsed.heading, existing?.heading),
+      speed: pickOptionalNumber(parsed.speed, existing?.speed),
+      altitude: pickOptionalNumber(parsed.altitude, existing?.altitude),
+      verticalRate: pickOptionalNumber(parsed.verticalRate, existing?.verticalRate),
+      onGround: typeof parsed.onGround === 'boolean' ? parsed.onGround : existing?.onGround,
+      originCountry: typeof parsed.originCountry === 'string' ? parsed.originCountry : existing?.originCountry,
+      icao: typeof parsed.icao === 'string' ? parsed.icao : existing?.icao,
+      mmsi: typeof parsed.mmsi === 'string' ? parsed.mmsi : existing?.mmsi,
+      squawk: typeof parsed.squawk === 'string' ? parsed.squawk : existing?.squawk,
       updatedAt: now,
-    })
+    }
+    entities.set(parsed.id, stored)
+    snapshot = toSnapshot(stored)
+  })
+
+  if (snapshot && !options.silent) emitChange('update', { entity: snapshot })
+}
+
+/**
+ * @param {number} now
+ * @param {{ ttlMs?: number, osintTtlMs?: number }} opts
+ */
+function pruneExpired(now, opts) {
+  const expired = []
+  for (const entity of entities.values()) {
+    if (isEntityExpired(entity, now, opts)) expired.push(entity.id)
+  }
+  for (const id of expired) {
+    entities.delete(id)
+    emitChange('remove', { id })
+  }
+}
+
+/**
+ * @param {{ ttlMs?: number, osintTtlMs?: number }} [opts]
+ */
+export async function pruneStaleEntities(opts = {}) {
+  const ttlMs = opts.ttlMs ?? COT_TTL_MS
+  const osintTtlMs = opts.osintTtlMs ?? COT_OSINT_TTL_MS
+  await acquire('cot-prune', async () => {
+    pruneExpired(Date.now(), { ttlMs, osintTtlMs })
   })
 }
 
 /**
- * Active entities (updated within ttlMs). Prunes expired. Returns new array of new objects.
- * @param {number} [ttlMs]
- * @returns {Promise<Array<{ id: string, lat: number, lng: number, label: string, type: string, updatedAt: number }>>} Snapshot of active entities.
+ * @param {Record<string, unknown>} entity
+ * @param {{ west: number, south: number, east: number, north: number } | null | undefined} bbox
+ * @param {boolean} takFilterBbox
  */
-export async function getActiveEntities(ttlMs = COT_ENTITY_TTL_MS) {
+function passesBboxFilter(entity, bbox, takFilterBbox) {
+  if (!bbox) return true
+  const inBox = isInBbox(entity, bbox)
+  if (entity.source === 'tak' && !takFilterBbox) return true
+  return inBox
+}
+
+/**
+ * Active entities (updated within ttlMs). Prunes expired. Returns new array of new objects.
+ * @param {{ ttlMs?: number, osintTtlMs?: number }} [opts]
+ */
+export async function getActiveEntities(opts = {}) {
+  const ttlMs = opts.ttlMs ?? COT_TTL_MS
+  const osintTtlMs = opts.osintTtlMs ?? COT_OSINT_TTL_MS
   return acquire('cot-prune', async () => {
     const now = Date.now()
+    pruneExpired(now, { ttlMs, osintTtlMs })
+    return [...entities.values()].map(toSnapshot)
+  })
+}
+
+/**
+ * Active entities filtered by viewport bbox and layer set.
+ * @param {{ west: number, south: number, east: number, north: number } | null} bbox
+ * @param {{ ttlMs?: number, osintTtlMs?: number, layers?: Set<string>, takFilterBbox?: boolean, maxEntities?: number }} [opts]
+ */
+export async function getActiveEntitiesInBbox(bbox, opts = {}) {
+  const ttlMs = opts.ttlMs ?? COT_TTL_MS
+  const osintTtlMs = opts.osintTtlMs ?? COT_OSINT_TTL_MS
+  const layers = opts.layers
+  const takFilterBbox = Boolean(opts.takFilterBbox)
+  const ttlOpts = { ttlMs, osintTtlMs }
+
+  return acquire('cot-prune', async () => {
+    const now = Date.now()
+    pruneExpired(now, ttlOpts)
     const active = []
-    const expired = []
     for (const entity of entities.values()) {
-      if (now - entity.updatedAt <= ttlMs) {
-        active.push({
-          id: entity.id,
-          lat: entity.lat,
-          lng: entity.lng,
-          label: entity.label ?? entity.id,
-          type: entity.type ?? '',
-          updatedAt: entity.updatedAt,
-        })
-      }
-      else {
-        expired.push(entity.id)
-      }
+      if (isEntityExpired(entity, now, ttlOpts)) continue
+      const snap = toSnapshot(entity)
+      if (!passesBboxFilter(snap, bbox, takFilterBbox)) continue
+      if (!matchesLayerFilter(layers, snap)) continue
+      active.push(snap)
+    }
+    const maxEntities = opts.maxEntities
+    if (maxEntities != null && active.length > maxEntities) {
+      active.sort((a, b) => (b.updatedAt ?? 0) - (a.updatedAt ?? 0))
+      active.length = maxEntities
     }
-    for (const id of expired) entities.delete(id)
     return active
   })
 }
diff --git a/server/utils/cotSubscribers.js b/server/utils/cotSubscribers.js
new file mode 100644
index 0000000..988c459
--- /dev/null
+++ b/server/utils/cotSubscribers.js
@@ -0,0 +1,70 @@
+/** SSE subscriber registry; bbox union drives OSINT feeds. */
+
+import { getActiveEntitiesInBbox } from './cotStore.js'
+import { isInBbox, matchesLayerFilter, unionBboxes } from './cotEntityUtils.js'
+
+/** @typedef {{ west: number, south: number, east: number, north: number }} Bbox */
+/** @typedef {(event: string, data: string) => Promise<void> | void} PushFn */
+
+/** @type {Map<string, { bbox: Bbox | null, layers: Set<string>, push: PushFn }>} */
+const subscribers = new Map()
+let nextId = 1
+
+/**
+ * @param {{ bbox: Bbox | null, layers: Set<string>, push: PushFn }} sub
+ * @returns {() => void} Unregister function.
+ */
+export function registerSubscriber(sub) {
+  const id = String(nextId++)
+  subscribers.set(id, sub)
+  return () => subscribers.delete(id)
+}
+
+/** @returns {Bbox | null} Union of all subscriber bboxes. */
+export function getSubscriberBboxUnion() {
+  return unionBboxes([...subscribers.values()].map(s => s.bbox))
+}
+
+export function getSubscriberCount() {
+  return subscribers.size
+}
+
+export function clearSubscribers() {
+  subscribers.clear()
+}
+
+export async function notifySubscribersForEntity(event, payload, entity) {
+  const data = JSON.stringify(payload)
+  const tasks = []
+  for (const sub of subscribers.values()) {
+    if (sub.bbox && !isInBbox(entity, sub.bbox)) continue
+    if (!matchesLayerFilter(sub.layers, entity)) continue
+    tasks.push(Promise.resolve(sub.push(event, data)))
+  }
+  await Promise.all(tasks)
+}
+
+export async function notifySubscribersRemove(id) {
+  const data = JSON.stringify({ id })
+  await Promise.all(
+    [...subscribers.values()].map(sub => Promise.resolve(sub.push('remove', data))),
+  )
+}
+
+/**
+ * Push a filtered snapshot to each active SSE subscriber.
+ * @param {{ ttlMs?: number, osintTtlMs?: number, takFilterBbox?: boolean, maxEntities?: number }} snapshotOpts
+ */
+export async function broadcastSubscriberSnapshots(snapshotOpts) {
+  const tasks = []
+  for (const sub of subscribers.values()) {
+    tasks.push((async () => {
+      const entities = await getActiveEntitiesInBbox(sub.bbox, {
+        ...snapshotOpts,
+        layers: sub.layers,
+      })
+      await sub.push('snapshot', JSON.stringify({ entities }))
+    })())
+  }
+  await Promise.all(tasks)
+}
diff --git a/server/utils/db.js b/server/utils/db.js
index f1d9614..c955431 100644
--- a/server/utils/db.js
+++ b/server/utils/db.js
@@ -8,7 +8,7 @@ import { registerCleanup } from './shutdown.js'
 const requireFromRoot = createRequire(join(process.cwd(), 'package.json'))
 const { DatabaseSync } = requireFromRoot('node:sqlite')
 
-const SCHEMA_VERSION = 4
+const SCHEMA_VERSION = 6
 const DB_BUSY_TIMEOUT_MS = 5000
 
 let dbInstance = null
@@ -59,6 +59,20 @@ const SCHEMA = {
     source_type TEXT NOT NULL DEFAULT 'mjpeg',
     config TEXT
   )`,
+  alpr_nodes: `CREATE TABLE IF NOT EXISTS alpr_nodes (
+    osm_id INTEGER PRIMARY KEY,
+    lat REAL NOT NULL,
+    lng REAL NOT NULL,
+    manufacturer TEXT,
+    direction INTEGER,
+    tags TEXT NOT NULL,
+    fetched_at TEXT NOT NULL
+  )`,
+  alpr_nodes_index: 'CREATE INDEX IF NOT EXISTS idx_alpr_lat_lng ON alpr_nodes(lat, lng)',
+  alpr_tiles: `CREATE TABLE IF NOT EXISTS alpr_tiles (
+    tile_key TEXT PRIMARY KEY,
+    fetched_at TEXT NOT NULL
+  )`,
 }
 
 const getDbPath = () => {
@@ -118,6 +132,19 @@ const migrateToV4 = async (run, all) => {
   await run('ALTER TABLE users ADD COLUMN cot_password_hash TEXT')
 }
 
+const migrateToV5 = async (run, all) => {
+  const tables = await all('SELECT name FROM sqlite_master WHERE type=\'table\' AND name=\'alpr_nodes\'')
+  if (tables.length > 0) return
+  await run(SCHEMA.alpr_nodes)
+  await run(SCHEMA.alpr_nodes_index)
+}
+
+const migrateToV6 = async (run, all) => {
+  const tables = await all('SELECT name FROM sqlite_master WHERE type=\'table\' AND name=\'alpr_tiles\'')
+  if (tables.length > 0) return
+  await run(SCHEMA.alpr_tiles)
+}
+
 const runMigrations = async (run, all, get) => {
   const version = await getSchemaVersion(get)
   if (version >= SCHEMA_VERSION) return
@@ -133,6 +160,14 @@ const runMigrations = async (run, all, get) => {
     await migrateToV4(run, all)
     await setSchemaVersion(run, 4)
   }
+  if (version < 5) {
+    await migrateToV5(run, all)
+    await setSchemaVersion(run, 5)
+  }
+  if (version < 6) {
+    await migrateToV6(run, all)
+    await setSchemaVersion(run, 6)
+  }
 }
 
 const initDb = async (db, run, all, get) => {
@@ -149,6 +184,9 @@ const initDb = async (db, run, all, get) => {
   await run(SCHEMA.sessions)
   await run(SCHEMA.pois)
   await run(SCHEMA.devices)
+  await run(SCHEMA.alpr_nodes)
+  await run(SCHEMA.alpr_nodes_index)
+  await run(SCHEMA.alpr_tiles)
 
   if (!testPath) {
     // Bootstrap admin user on first run
diff --git a/server/utils/trackingFeed.js b/server/utils/trackingFeed.js
new file mode 100644
index 0000000..048c288
--- /dev/null
+++ b/server/utils/trackingFeed.js
@@ -0,0 +1,280 @@
+/** OSINT feeds (AISStream, OpenSky) → cotStore. */
+
+import WebSocket from 'ws'
+import { updateFromCot } from './cotStore.js'
+import {
+  broadcastSubscriberSnapshots,
+  getSubscriberBboxUnion,
+} from './cotSubscribers.js'
+import { getCotSnapshotOpts } from './cotSnapshot.js'
+import { openSkyStateToCot, aisStreamMessageToCot, clampBbox } from './cotEntityUtils.js'
+import { OPENSKY_CACHE_MS, TRACKING_FEED_DEBOUNCE_MS, MAX_OPENSKY_BBOX_DEGREES } from './constants.js'
+
+const COALESCE_MS = 150
+
+const state = {
+  aisSocket: null,
+  aisReconnectTimer: null,
+  aisBackoffMs: 1000,
+  openSkyTimer: null,
+  bboxDebounceTimer: null,
+  coalesceTimer: null,
+  openSkyToken: null,
+  openSkyTokenExpiresAt: 0,
+  /** @type {Map<string, { fetchedAt: number, states: unknown[][] }>} */
+  openSkyCache: new Map(),
+  lastAisBbox: null,
+  stopped: false,
+}
+
+function getConfig() {
+  return useRuntimeConfig()
+}
+
+function openskyPollMs() {
+  return OPENSKY_CACHE_MS
+}
+
+async function fetchOpenSkyToken(clientId, clientSecret) {
+  const now = Date.now()
+  if (state.openSkyToken && state.openSkyTokenExpiresAt > now + 60_000) {
+    return state.openSkyToken
+  }
+  const body = new URLSearchParams({
+    grant_type: 'client_credentials',
+    client_id: clientId,
+    client_secret: clientSecret,
+  })
+  const res = await fetch('https://auth.opensky-network.org/auth/realms/opensky-network/protocol/openid-connect/token', {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+    body,
+  })
+  if (!res.ok) throw new Error(`OpenSky auth failed: ${res.status}`)
+  const json = await res.json()
+  state.openSkyToken = json.access_token
+  state.openSkyTokenExpiresAt = now + (Number(json.expires_in) || 1800) * 1000
+  return state.openSkyToken
+}
+
+function cacheKeyForBbox(bbox) {
+  const round = n => Math.round(n * 10) / 10
+  return `${round(bbox.west)},${round(bbox.south)},${round(bbox.east)},${round(bbox.north)}`
+}
+
+async function fetchOpenSkyForBbox(bbox) {
+  const config = getConfig()
+  const clientId = config.openskyClientId
+  const clientSecret = config.openskyClientSecret
+  const cacheMs = openskyPollMs()
+  const key = cacheKeyForBbox(bbox)
+  const cached = state.openSkyCache.get(key)
+  if (cached && Date.now() - cached.fetchedAt < cacheMs) {
+    return cached.states
+  }
+
+  const params = new URLSearchParams({
+    lamin: String(bbox.south),
+    lomin: String(bbox.west),
+    lamax: String(bbox.north),
+    lomax: String(bbox.east),
+  })
+  const headers = {}
+  if (clientId && clientSecret) {
+    const token = await fetchOpenSkyToken(clientId, clientSecret)
+    headers.Authorization = `Bearer ${token}`
+  }
+  const res = await fetch(`https://opensky-network.org/api/states/all?${params}`, { headers })
+  if (!res.ok) {
+    console.error('[trackingFeed] OpenSky fetch failed:', res.status)
+    return []
+  }
+  const json = await res.json()
+  const states = Array.isArray(json?.states) ? json.states : []
+  state.openSkyCache.set(key, { fetchedAt: Date.now(), states })
+  return states
+}
+
+export function scheduleCoalescedSnapshot() {
+  if (state.coalesceTimer) clearTimeout(state.coalesceTimer)
+  state.coalesceTimer = setTimeout(() => {
+    state.coalesceTimer = null
+    broadcastSubscriberSnapshots(getCotSnapshotOpts()).catch(() => {})
+  }, COALESCE_MS)
+}
+
+async function ingestOpenSkyBbox(bbox) {
+  try {
+    const states = await fetchOpenSkyForBbox(bbox)
+    for (const row of states) {
+      const parsed = openSkyStateToCot(row)
+      if (parsed) await updateFromCot(parsed, { silent: true })
+    }
+    if (states.length > 0) scheduleCoalescedSnapshot()
+  }
+  catch (err) {
+    console.error('[trackingFeed] OpenSky error:', err?.message)
+  }
+}
+
+async function pollOpenSky() {
+  if (state.stopped) return
+  const union = getSubscriberBboxUnion()
+  const bbox = clampBbox(union, MAX_OPENSKY_BBOX_DEGREES)
+  if (!bbox) return
+  await ingestOpenSkyBbox(bbox)
+}
+
+function stopOpenSkyPoll() {
+  if (state.openSkyTimer) {
+    clearInterval(state.openSkyTimer)
+    state.openSkyTimer = null
+  }
+}
+
+/** Tests only. @internal */
+export function scheduleOpenSkyPollForTests() {
+  scheduleOpenSkyPoll()
+}
+
+function scheduleOpenSkyPoll() {
+  if (state.openSkyTimer || state.stopped) return
+  if (!getSubscriberBboxUnion()) return
+  const intervalMs = openskyPollMs()
+  state.openSkyTimer = setInterval(() => {
+    pollOpenSky().catch((err) => {
+      console.error('[trackingFeed] OpenSky poll error:', err?.message)
+    })
+  }, intervalMs)
+}
+
+function aisBboxKey(bbox) {
+  if (!bbox) return null
+  return `${bbox.west},${bbox.south},${bbox.east},${bbox.north}`
+}
+
+function closeAisSocket() {
+  if (state.aisSocket) {
+    try {
+      state.aisSocket.removeAllListeners()
+      state.aisSocket.close()
+    }
+    catch { /* ignore */ }
+    state.aisSocket = null
+  }
+}
+
+function scheduleAisReconnect() {
+  if (state.stopped || state.aisReconnectTimer) return
+  state.aisReconnectTimer = setTimeout(() => {
+    state.aisReconnectTimer = null
+    connectAisStream()
+  }, state.aisBackoffMs)
+  state.aisBackoffMs = Math.min(state.aisBackoffMs * 2, 60_000)
+}
+
+function subscribeAisBbox(ws, bbox) {
+  const apiKey = getConfig().aisstreamApiKey
+  if (!apiKey || !bbox) return
+  const key = aisBboxKey(bbox)
+  if (key === state.lastAisBbox) return
+  state.lastAisBbox = key
+  ws.send(JSON.stringify({
+    APIKey: apiKey,
+    BoundingBoxes: [[[bbox.south, bbox.west], [bbox.north, bbox.east]]],
+  }))
+}
+
+function connectAisStream() {
+  const apiKey = getConfig().aisstreamApiKey
+  if (!apiKey || state.stopped) return
+  closeAisSocket()
+  const ws = new WebSocket('wss://stream.aisstream.io/v0/stream')
+  state.aisSocket = ws
+
+  ws.on('open', () => {
+    state.aisBackoffMs = 1000
+    const union = getSubscriberBboxUnion()
+    const bbox = clampBbox(union, MAX_OPENSKY_BBOX_DEGREES)
+    if (bbox) subscribeAisBbox(ws, bbox)
+  })
+
+  ws.on('message', (data) => {
+    try {
+      const message = JSON.parse(data.toString())
+      const parsed = aisStreamMessageToCot(message)
+      if (parsed) updateFromCot(parsed).catch(() => {})
+    }
+    catch {
+      /* ignore malformed AIS messages */
+    }
+  })
+
+  ws.on('close', () => {
+    state.aisSocket = null
+    if (!state.stopped) scheduleAisReconnect()
+  })
+
+  ws.on('error', (err) => {
+    console.error('[trackingFeed] AISStream error:', err?.message)
+  })
+}
+
+function refreshFeedBboxes() {
+  if (state.stopped) return
+  const union = getSubscriberBboxUnion()
+  const bbox = clampBbox(union, MAX_OPENSKY_BBOX_DEGREES)
+
+  if (!bbox) {
+    stopOpenSkyPoll()
+    return
+  }
+
+  if (getConfig().aisstreamApiKey) {
+    if (state.aisSocket?.readyState === WebSocket.OPEN) {
+      subscribeAisBbox(state.aisSocket, bbox)
+    }
+    else if (!state.aisSocket) {
+      connectAisStream()
+    }
+  }
+
+  pollOpenSky().catch(() => {})
+  scheduleOpenSkyPoll()
+}
+
+export function scheduleTrackingFeedRefresh() {
+  if (state.bboxDebounceTimer) clearTimeout(state.bboxDebounceTimer)
+  state.bboxDebounceTimer = setTimeout(() => {
+    state.bboxDebounceTimer = null
+    refreshFeedBboxes()
+  }, TRACKING_FEED_DEBOUNCE_MS)
+}
+
+export function startTrackingFeed() {
+  state.stopped = false
+}
+
+export function stopTrackingFeed() {
+  state.stopped = true
+  if (state.bboxDebounceTimer) clearTimeout(state.bboxDebounceTimer)
+  if (state.coalesceTimer) clearTimeout(state.coalesceTimer)
+  state.coalesceTimer = null
+  stopOpenSkyPoll()
+  if (state.aisReconnectTimer) clearTimeout(state.aisReconnectTimer)
+  state.aisReconnectTimer = null
+  closeAisSocket()
+  state.openSkyCache.clear()
+  state.lastAisBbox = null
+}
+
+/** Tests only. @internal */
+export function resetTrackingFeedForTests() {
+  stopTrackingFeed()
+  state.stopped = false
+}
+
+/** Tests only. @internal */
+export function isOpenSkyPollActive() {
+  return state.openSkyTimer != null
+}
diff --git a/test/e2e/global-setup.js b/test/e2e/global-setup.js
index f8dac93..622ce06 100644
--- a/test/e2e/global-setup.js
+++ b/test/e2e/global-setup.js
@@ -23,7 +23,7 @@ const ensureDevCerts = () => {
     )
   }
   catch (error) {
-    throw new Error(`Failed to generate dev certificates: ${error.message}`)
+    throw new Error(`Failed to generate dev certificates: ${error.message}`, { cause: error })
   }
 }
 
diff --git a/test/e2e/utils/server.js b/test/e2e/utils/server.js
index 0f2651c..de8ffb9 100644
--- a/test/e2e/utils/server.js
+++ b/test/e2e/utils/server.js
@@ -35,7 +35,7 @@ export function ensureDevCerts() {
     console.log('[test] Generated .dev-certs/key.pem and .dev-certs/cert.pem')
   }
   catch (error) {
-    throw new Error(`Failed to generate dev certificates: ${error.message}`)
+    throw new Error(`Failed to generate dev certificates: ${error.message}`, { cause: error })
   }
 }
 
diff --git a/test/integration/server-and-cot.spec.js b/test/integration/server-and-cot.spec.js
index f2d9058..18fc322 100644
--- a/test/integration/server-and-cot.spec.js
+++ b/test/integration/server-and-cot.spec.js
@@ -7,6 +7,7 @@
 import { describe, it, expect, beforeAll, afterAll } from 'vitest'
 import { spawn, execSync } from 'node:child_process'
 import { connect } from 'node:tls'
+import { createServer } from 'node:net'
 import { existsSync, mkdirSync } from 'node:fs'
 import { join, dirname } from 'node:path'
 import { fileURLToPath } from 'node:url'
@@ -21,11 +22,21 @@ const devCertsDir = join(projectRoot, '.dev-certs')
 const devKey = join(devCertsDir, 'key.pem')
 const devCert = join(devCertsDir, 'cert.pem')
 
-const API_PORT = 3000
-const COT_PORT = 8089
 const COT_AUTH_USER = 'test'
 const COT_AUTH_PASS = 'test'
 
+function getFreePort() {
+  return new Promise((resolve, reject) => {
+    const server = createServer()
+    server.listen(0, () => {
+      const address = server.address()
+      const port = typeof address === 'object' && address ? address.port : 0
+      server.close(() => resolve(port))
+    })
+    server.on('error', reject)
+  })
+}
+
 function ensureDevCerts() {
   if (existsSync(devKey) && existsSync(devCert)) return
   mkdirSync(devCertsDir, { recursive: true })
@@ -37,12 +48,12 @@ function ensureDevCerts() {
 
 const FETCH_TIMEOUT_MS = 5000
 
-async function waitForHealth(timeoutMs = 90000) {
+async function waitForHealth(apiPort, timeoutMs = 90000) {
   const start = Date.now()
   while (Date.now() - start < timeoutMs) {
     for (const protocol of ['https', 'http']) {
       try {
-        const baseURL = `${protocol}://localhost:${API_PORT}`
+        const baseURL = `${protocol}://localhost:${apiPort}`
         const ctrl = new AbortController()
         const t = setTimeout(() => ctrl.abort(), FETCH_TIMEOUT_MS)
         const res = await fetch(`${baseURL}/health`, { method: 'GET', signal: ctrl.signal })
@@ -55,16 +66,20 @@ async function waitForHealth(timeoutMs = 90000) {
     }
     await new Promise(r => setTimeout(r, 1000))
   }
-  throw new Error(`Health not OK on ${API_PORT} within ${timeoutMs}ms`)
+  throw new Error(`Health not OK on ${apiPort} within ${timeoutMs}ms`)
 }
 
 describe('Server and CoT integration', () => {
   const testState = {
     serverProcess: null,
+    apiPort: 0,
+    cotPort: 0,
   }
 
   beforeAll(async () => {
     ensureDevCerts()
+    testState.apiPort = await getFreePort()
+    testState.cotPort = await getFreePort()
     const serverPath = join(projectRoot, '.output', 'server', 'index.mjs')
     if (!existsSync(serverPath)) {
       execSync('npm run build', { cwd: projectRoot, stdio: 'pipe' })
@@ -72,6 +87,8 @@ describe('Server and CoT integration', () => {
     const dbPath = join(tmpdir(), `kestrelos-it-${process.pid}-${Date.now()}.db`)
     const env = {
       ...process.env,
+      PORT: String(testState.apiPort),
+      COT_PORT: String(testState.cotPort),
       DB_PATH: dbPath,
       BOOTSTRAP_EMAIL: COT_AUTH_USER,
       BOOTSTRAP_PASSWORD: COT_AUTH_PASS,
@@ -83,7 +100,7 @@ describe('Server and CoT integration', () => {
     })
     testState.serverProcess.stdout?.on('data', d => process.stdout.write(d))
     testState.serverProcess.stderr?.on('data', d => process.stderr.write(d))
-    await waitForHealth(90000)
+    await waitForHealth(testState.apiPort, 90000)
   }, 120000)
 
   afterAll(() => {
@@ -92,11 +109,11 @@ describe('Server and CoT integration', () => {
     }
   })
 
-  it('serves health on port 3000', async () => {
+  it('serves health on the configured API port', async () => {
     const tryProtocols = async (protocols) => {
       if (protocols.length === 0) throw new Error('No protocol succeeded')
       try {
-        const res = await fetch(`${protocols[0]}://localhost:${API_PORT}/health`, { method: 'GET', headers: { Accept: 'application/json' } })
+        const res = await fetch(`${protocols[0]}://localhost:${testState.apiPort}/health`, { method: 'GET', headers: { Accept: 'application/json' } })
         if (res?.ok) return res
         return tryProtocols(protocols.slice(1))
       }
@@ -112,10 +129,10 @@ describe('Server and CoT integration', () => {
     expect(body.endpoints).toHaveProperty('ready', '/health/ready')
   })
 
-  it('CoT on 8089: TAK client auth with username/password succeeds (socket stays open)', async () => {
+  it('CoT: TAK client auth with username/password succeeds (socket stays open)', async () => {
     const payload = buildAuthCotXml({ username: COT_AUTH_USER, password: COT_AUTH_PASS })
     const socket = await new Promise((resolve, reject) => {
-      const s = connect(COT_PORT, '127.0.0.1', { rejectUnauthorized: false }, () => {
+      const s = connect(testState.cotPort, '127.0.0.1', { rejectUnauthorized: false }, () => {
         s.write(payload, () => resolve(s))
       })
       s.on('error', reject)
diff --git a/test/integration/shutdown.spec.js b/test/integration/shutdown.spec.js
index 9a6b7e5..3b73ce0 100644
--- a/test/integration/shutdown.spec.js
+++ b/test/integration/shutdown.spec.js
@@ -1,27 +1,24 @@
 import { describe, it, expect, beforeEach, afterEach, vi } from 'vitest'
+import { SHUTDOWN_TIMEOUT_MS } from '../../server/utils/constants.js'
 import { registerCleanup, graceful, initShutdownHandlers, clearCleanup } from '../../server/utils/shutdown.js'
 
 describe('shutdown integration', () => {
-  const testState = {
-    originalExit: null,
-    exitCalls: [],
-    originalOn: null,
-  }
+  /** @type {import('vitest').MockInstance} */
+  let exitSpy
+  /** @type {typeof process.on} */
+  let originalOn
 
   beforeEach(() => {
     clearCleanup()
-    testState.exitCalls = []
-    testState.originalExit = process.exit
-    process.exit = vi.fn((code) => {
-      testState.exitCalls.push(code)
-    })
-    testState.originalOn = process.on
+    exitSpy = vi.spyOn(process, 'exit').mockImplementation(() => {})
+    originalOn = process.on
   })
 
   afterEach(() => {
-    process.exit = testState.originalExit
-    process.on = testState.originalOn
+    exitSpy.mockRestore()
+    process.on = originalOn
     clearCleanup()
+    vi.useRealTimers()
   })
 
   it('initializes signal handlers', () => {
@@ -32,7 +29,6 @@ describe('shutdown integration', () => {
     initShutdownHandlers()
     expect(process.on).toHaveBeenCalledWith('SIGTERM', expect.any(Function))
     expect(process.on).toHaveBeenCalledWith('SIGINT', expect.any(Function))
-    process.on = testState.originalOn
   })
 
   it('signal handler calls graceful', async () => {
@@ -43,9 +39,10 @@ describe('shutdown integration', () => {
     initShutdownHandlers()
     const sigtermHandler = handlers.SIGTERM
     expect(sigtermHandler).toBeDefined()
-    await sigtermHandler()
-    expect(testState.exitCalls.length).toBeGreaterThan(0)
-    process.on = testState.originalOn
+    sigtermHandler()
+    await vi.waitFor(() => {
+      expect(exitSpy).toHaveBeenCalled()
+    })
   })
 
   it('signal handler handles graceful error', async () => {
@@ -59,18 +56,20 @@ describe('shutdown integration', () => {
     registerCleanup(async () => {
       throw new Error('Force error')
     })
-    await sigintHandler()
-    expect(testState.exitCalls.length).toBeGreaterThan(0)
-    process.on = testState.originalOn
+    sigintHandler()
+    await vi.waitFor(() => {
+      expect(exitSpy).toHaveBeenCalled()
+    })
   })
 
   it('covers timeout path in graceful', async () => {
+    vi.useFakeTimers()
     registerCleanup(async () => {
-      await new Promise(resolve => setTimeout(resolve, 40000))
+      await new Promise(resolve => setTimeout(resolve, SHUTDOWN_TIMEOUT_MS + 5_000))
     })
     graceful()
-    await new Promise(resolve => setTimeout(resolve, 100))
-    expect(testState.exitCalls.length).toBeGreaterThan(0)
+    await vi.advanceTimersByTimeAsync(SHUTDOWN_TIMEOUT_MS + 1)
+    expect(exitSpy).toHaveBeenCalledWith(1)
   })
 
   it('covers graceful catch block', async () => {
@@ -78,6 +77,6 @@ describe('shutdown integration', () => {
       throw new Error('Test error')
     })
     await graceful()
-    expect(testState.exitCalls.length).toBeGreaterThan(0)
+    expect(exitSpy).toHaveBeenCalled()
   })
 })
diff --git a/test/nuxt/KestrelMap.spec.js b/test/nuxt/KestrelMap.spec.js
index 2ee479e..30cc1a2 100644
--- a/test/nuxt/KestrelMap.spec.js
+++ b/test/nuxt/KestrelMap.spec.js
@@ -75,4 +75,12 @@ describe('KestrelMap', () => {
     expect(wrapper.props('pois')).toHaveLength(1)
     expect(wrapper.props('canEditPois')).toBe(false)
   })
+
+  it('includes CoT layer toggles and supercluster layer', async () => {
+    const componentPath = resolve(__dirname, '../../app/components/KestrelMap.vue')
+    const source = readFileSync(componentPath, 'utf-8')
+    expect(source).toContain('cot-layer-toggles')
+    expect(source).toContain('cotMapLayer')
+    expect(source).toContain('syncCotLayer')
+  })
 })
diff --git a/test/nuxt/useCameras.spec.js b/test/nuxt/useCameras.spec.js
index faca054..148a834 100644
--- a/test/nuxt/useCameras.spec.js
+++ b/test/nuxt/useCameras.spec.js
@@ -15,26 +15,12 @@ describe('useCameras', () => {
     setupEndpoints(() => ({
       devices: [{ id: '1', name: 'Test', lat: 37.7, lng: -122.4, streamUrl: '', sourceType: 'mjpeg', device_type: 'feed' }],
       liveSessions: [],
-      cotEntities: [],
     }))
     const wrapper = await mountSuspended(Index)
     await wait()
     expect(wrapper.findComponent({ name: 'KestrelMap' }).exists()).toBe(true)
   })
 
-  it('exposes cotEntities from API', async () => {
-    const cotEntities = [{ id: 'cot-1', lat: 38, lng: -123, label: 'ATAK1' }]
-    setupEndpoints(() => ({
-      devices: [],
-      liveSessions: [],
-      cotEntities,
-    }))
-    const wrapper = await mountSuspended(Index)
-    await wait()
-    const map = wrapper.findComponent({ name: 'KestrelMap' })
-    expect(map.props('cotEntities')).toEqual(cotEntities)
-  })
-
   it('handles API error and falls back to empty devices and liveSessions', async () => {
     setupEndpoints(() => {
       throw new Error('network')
diff --git a/test/nuxt/useCotStream.spec.js b/test/nuxt/useCotStream.spec.js
new file mode 100644
index 0000000..93d0205
--- /dev/null
+++ b/test/nuxt/useCotStream.spec.js
@@ -0,0 +1,38 @@
+import { describe, it, expect, beforeEach, afterEach } from 'vitest'
+import { useCotLayers } from '../../app/composables/useCotLayers.js'
+
+describe('useCotLayers', () => {
+  beforeEach(() => {
+    localStorage.clear()
+  })
+
+  afterEach(() => {
+    localStorage.clear()
+  })
+
+  it('defaults all layers on', () => {
+    const { layers, layerQuery } = useCotLayers()
+    expect(layers.value).toEqual({ air: true, surface: true, ground: true })
+    expect(layerQuery.value).toBe('air,surface,ground')
+  })
+
+  it('toggles layers and persists to localStorage', () => {
+    const { layers, toggleLayer, layerQuery } = useCotLayers()
+    toggleLayer('air')
+    expect(layers.value.air).toBe(false)
+    expect(layerQuery.value).toBe('surface,ground')
+    const stored = JSON.parse(localStorage.getItem('kestrel-cot-layers'))
+    expect(stored.air).toBe(false)
+  })
+})
+
+describe('useCotStream helpers', () => {
+  it('layer query none when all off', () => {
+    localStorage.clear()
+    const { toggleLayer, layerQuery } = useCotLayers()
+    toggleLayer('air')
+    toggleLayer('surface')
+    toggleLayer('ground')
+    expect(layerQuery.value).toBe('none')
+  })
+})
diff --git a/test/unit/alpr.spec.js b/test/unit/alpr.spec.js
new file mode 100644
index 0000000..76983f3
--- /dev/null
+++ b/test/unit/alpr.spec.js
@@ -0,0 +1,154 @@
+import { describe, it, expect, vi, beforeEach, afterEach } from 'vitest'
+import {
+  parseOverpassElement,
+  parseBbox,
+  tileKeysForBbox,
+  getAlprCameras,
+  markTilesFetched,
+} from '../../server/utils/alpr.js'
+import { cameraToFeature, identifyingProperties, inferModelFromTags, isGenericCameraName } from '../../server/utils/alprGeo.js'
+import { getDb, setDbPathForTest, closeDb } from '../../server/utils/db.js'
+import { join } from 'node:path'
+import { tmpdir } from 'node:os'
+import { randomUUID } from 'node:crypto'
+
+describe('alpr utils', () => {
+  describe('parseOverpassElement', () => {
+    it('parses a valid OSM node', () => {
+      const out = parseOverpassElement({
+        type: 'node',
+        id: 123,
+        lat: 33.75,
+        lon: -84.39,
+        tags: { 'manufacturer': 'Flock Safety', 'camera:direction': '90' },
+      })
+      expect(out?.osmId).toBe(123)
+      expect(out?.manufacturer).toBe('Flock Safety')
+    })
+  })
+
+  describe('cameraToFeature', () => {
+    it('returns GeoJSON Point feature with identifying tags', () => {
+      const feature = cameraToFeature({
+        osmId: 1,
+        lat: 33.5,
+        lng: -84.5,
+        manufacturer: 'Flock Safety',
+        direction: 90,
+        fov: 45,
+        tags: {
+          'model': 'Falcon',
+          'operator': 'City PD',
+          'ref': 'CAM-12',
+          'operator:wikidata': 'Q123',
+          'fixme': 'verify mount',
+        },
+      })
+      expect(feature.properties.manufacturer).toBe('Flock Safety')
+      expect(feature.properties.model).toBe('Falcon')
+      expect(feature.properties.operator).toBe('City PD')
+      expect(feature.properties.ref).toBe('CAM-12')
+      expect(feature.properties.operatorWikidata).toBe('Q123')
+      expect(feature.properties.tags).toEqual({ fixme: 'verify mount' })
+    })
+  })
+
+  describe('identifyingProperties', () => {
+    it('omits brand when same as manufacturer', () => {
+      const props = identifyingProperties({ manufacturer: 'Flock Safety', brand: 'Flock Safety', model: 'Falcon' })
+      expect(props.manufacturer).toBe('Flock Safety')
+      expect(props.model).toBe('Falcon')
+      expect(props.brand).toBeUndefined()
+    })
+
+    it('infers model from lowercase name tag', () => {
+      const props = identifyingProperties({
+        manufacturer: 'Flock Safety',
+        name: 'falcon',
+      })
+      expect(props.model).toBe('Falcon')
+      expect(props.name).toBeUndefined()
+      expect(props.modelUnknown).toBeUndefined()
+    })
+
+    it('drops generic camera names and flags unknown model', () => {
+      const props = identifyingProperties({
+        manufacturer: 'Flock Safety',
+        name: 'Flock ALPR camera',
+      })
+      expect(props.name).toBeUndefined()
+      expect(props.model).toBeUndefined()
+      expect(props.modelUnknown).toBe(true)
+    })
+  })
+
+  describe('inferModelFromTags', () => {
+    it('reads model tag and mis-tagged Flock Falcon name', () => {
+      expect(inferModelFromTags({ model: 'Sparrow' })).toBe('Sparrow')
+      expect(inferModelFromTags({ name: 'Flock Falcon' })).toBe('Falcon')
+      expect(isGenericCameraName('Flock ALPR camera')).toBe(true)
+      expect(isGenericCameraName('Peachtree & 5th')).toBe(false)
+    })
+  })
+
+  describe('parseBbox', () => {
+    it('parses valid bbox', () => {
+      expect(parseBbox({ south: 33.0, west: -85.0, north: 33.4, east: -84.6 })).toEqual({
+        south: 33.0,
+        west: -85.0,
+        north: 33.4,
+        east: -84.6,
+      })
+    })
+
+    it('rejects oversized bbox', () => {
+      expect(() => parseBbox({ south: 0, west: 0, north: 2, east: 1 })).toThrow(/bbox exceeds/)
+    })
+  })
+
+  describe('cache and fetch', () => {
+    let dbPath
+
+    beforeEach(async () => {
+      dbPath = join(tmpdir(), `kestrelos-alpr-${randomUUID()}.db`)
+      setDbPathForTest(dbPath)
+      await getDb()
+    })
+
+    afterEach(() => {
+      closeDb()
+      setDbPathForTest(null)
+    })
+
+    it('returns GeoJSON FeatureCollection from cache', async () => {
+      const db = await getDb()
+      const bbox = { south: 33.4, west: -85.0, north: 33.6, east: -84.0 }
+      await db.run(
+        `INSERT INTO alpr_nodes (osm_id, lat, lng, manufacturer, direction, tags, fetched_at)
+         VALUES (?, ?, ?, ?, ?, ?, ?)`,
+        [99, 33.5, -84.5, 'Acme', 180, '{}', new Date().toISOString()],
+      )
+      await markTilesFetched(db, tileKeysForBbox(bbox))
+      vi.stubGlobal('fetch', vi.fn())
+      const result = await getAlprCameras(db, bbox)
+      expect(result.type).toBe('FeatureCollection')
+      expect(result.features).toHaveLength(1)
+      expect(result.source).toBe('cache')
+      vi.unstubAllGlobals()
+    })
+
+    it('falls back to cache when Overpass fails', async () => {
+      const db = await getDb()
+      await db.run(
+        `INSERT INTO alpr_nodes (osm_id, lat, lng, manufacturer, direction, tags, fetched_at)
+         VALUES (?, ?, ?, ?, ?, ?, ?)`,
+        [42, 33.5, -84.5, null, null, '{}', new Date().toISOString()],
+      )
+      vi.stubGlobal('fetch', vi.fn().mockRejectedValue(new Error('network down')))
+      const result = await getAlprCameras(db, { south: 33.4, west: -85.0, north: 33.6, east: -84.0 })
+      expect(result.type).toBe('FeatureCollection')
+      expect(result.features).toHaveLength(1)
+      vi.unstubAllGlobals()
+    })
+  })
+})
diff --git a/test/unit/alprPopup.spec.js b/test/unit/alprPopup.spec.js
new file mode 100644
index 0000000..3cf1aef
--- /dev/null
+++ b/test/unit/alprPopup.spec.js
@@ -0,0 +1,57 @@
+import { describe, it, expect } from 'vitest'
+import { formatAlprPopup } from '../../app/utils/alprMapLayer.js'
+
+describe('formatAlprPopup', () => {
+  it('summarizes manufacturer, model, and operator', () => {
+    const html = formatAlprPopup({
+      osmId: 1,
+      manufacturer: 'Flock Safety',
+      model: 'Falcon',
+      operator: 'City PD',
+      direction: 90,
+      fov: 60,
+    })
+    expect(html).toContain('Flock Safety')
+    expect(html).toContain('Falcon')
+    expect(html).toContain('License plate reader')
+    expect(html).toContain('City PD')
+    expect(html).toContain('Facing E (90°)')
+    expect(html).toContain('~60° view')
+    expect(html).not.toContain('Manufacturer')
+    expect(html).not.toContain('fixme')
+  })
+
+  it('uses name as title with make/model below', () => {
+    const html = formatAlprPopup({
+      osmId: 2,
+      name: 'Peachtree & 5th',
+      manufacturer: 'Flock Safety',
+      model: 'Falcon',
+    })
+    expect(html).toContain('<strong>Peachtree &amp; 5th</strong>')
+    expect(html).toContain('Model</span> <strong>Falcon</strong>')
+    expect(html).toContain('Flock Safety Falcon')
+  })
+
+  it('links operator wikidata inline', () => {
+    const html = formatAlprPopup({
+      osmId: 3,
+      operator: 'Atlanta Police',
+      operatorWikidata: 'Q123',
+    })
+    expect(html).toContain('<strong>')
+    expect(html).toContain('href="https://www.wikidata.org/wiki/Q123"')
+    expect(html).toContain('Atlanta Police')
+    expect(html).not.toContain('Wikidata')
+  })
+
+  it('shows model unknown when OSM lacks model tag', () => {
+    const html = formatAlprPopup({
+      osmId: 4,
+      manufacturer: 'Flock Safety',
+      modelUnknown: true,
+    })
+    expect(html).toContain('Flock Safety')
+    expect(html).toContain('Model not recorded in OpenStreetMap')
+  })
+})
diff --git a/test/unit/alprViewport.spec.js b/test/unit/alprViewport.spec.js
new file mode 100644
index 0000000..eb16b66
--- /dev/null
+++ b/test/unit/alprViewport.spec.js
@@ -0,0 +1,10 @@
+import { describe, it, expect } from 'vitest'
+import { tilesNearCenter } from '../../app/utils/alprViewport.js'
+
+describe('tilesNearCenter', () => {
+  it('returns a single tile for a small viewport', () => {
+    const tiles = tilesNearCenter({ south: 37.7, west: -122.5, north: 37.8, east: -122.4 }, 16)
+    expect(tiles).toHaveLength(1)
+    expect(tiles[0]).toEqual({ south: 37.5, west: -122.5, north: 38, east: -122 })
+  })
+})
diff --git a/test/unit/authSkipPaths.spec.js b/test/unit/authSkipPaths.spec.js
index d6e73b3..ecfbd61 100644
--- a/test/unit/authSkipPaths.spec.js
+++ b/test/unit/authSkipPaths.spec.js
@@ -10,6 +10,7 @@ describe('authSkipPaths', () => {
   it('does not skip any protected path', () => {
     const protectedPaths = [
       ...PROTECTED_PATH_PREFIXES,
+      '/api/alpr',
       '/api/cameras',
       '/api/devices',
       '/api/devices/any-id',
diff --git a/test/unit/constants.spec.js b/test/unit/constants.spec.js
index 95b52d6..c67262e 100644
--- a/test/unit/constants.spec.js
+++ b/test/unit/constants.spec.js
@@ -2,7 +2,10 @@ import { describe, it, expect } from 'vitest'
 import {
   COT_AUTH_TIMEOUT_MS,
   LIVE_SESSION_TTL_MS,
+  COT_TTL_MS,
   COT_ENTITY_TTL_MS,
+  COT_OSINT_TTL_MS,
+  COT_PRUNE_INTERVAL_MS,
   POLL_INTERVAL_MS,
   SHUTDOWN_TIMEOUT_MS,
   COT_PORT,
@@ -18,7 +21,10 @@ describe('constants', () => {
   it('uses default values when env vars not set', () => {
     expect(COT_AUTH_TIMEOUT_MS).toBe(15000)
     expect(LIVE_SESSION_TTL_MS).toBe(60000)
+    expect(COT_TTL_MS).toBe(90000)
     expect(COT_ENTITY_TTL_MS).toBe(90000)
+    expect(COT_OSINT_TTL_MS).toBe(30000)
+    expect(COT_PRUNE_INTERVAL_MS).toBe(15000)
     expect(POLL_INTERVAL_MS).toBe(1500)
     expect(SHUTDOWN_TIMEOUT_MS).toBe(30000)
     expect(COT_PORT).toBe(8089)
diff --git a/test/unit/cotDisplay.spec.js b/test/unit/cotDisplay.spec.js
new file mode 100644
index 0000000..cabe9f4
--- /dev/null
+++ b/test/unit/cotDisplay.spec.js
@@ -0,0 +1,68 @@
+import { describe, it, expect } from 'vitest'
+import {
+  cotAirIconKind,
+  cotCategory,
+  formatCotPopup,
+  getCotIconHtml,
+} from '../../app/utils/cotDisplay.js'
+
+const esc = s => String(s)
+
+describe('cotDisplay', () => {
+  it('detects helicopter from CoT type', () => {
+    expect(cotAirIconKind({ type: 'a-f-A-C-H' })).toBe('helicopter')
+    expect(cotAirIconKind({ type: 'a-f-A-C-F' })).toBe('fixedWing')
+  })
+
+  it('renders distinct air icon kinds', () => {
+    const plane = getCotIconHtml({ type: 'a-f-A-C-F', heading: 90 })
+    const heli = getCotIconHtml({ type: 'a-f-A-C-H', heading: 180 })
+    expect(plane.className).toBe('cot-entity-fixedWing')
+    expect(heli.className).toBe('cot-entity-helicopter')
+    expect(plane.html).toContain('rotate(90deg)')
+    expect(heli.html).toContain('rotate(180deg)')
+  })
+
+  it('formats rich ADS-B popup', () => {
+    const html = formatCotPopup({
+      source: 'adsb',
+      type: 'a-f-A-C-F',
+      label: 'UAL123',
+      icao: 'abc123',
+      originCountry: 'United States',
+      altitude: 10000,
+      speed: 200,
+      heading: 270,
+      verticalRate: 5,
+      squawk: '1200',
+    }, esc)
+    expect(html).toContain('UAL123')
+    expect(html).toContain('Aircraft')
+    expect(html).toContain('ICAO ABC123')
+    expect(html).toContain('United States')
+    expect(html).toContain('ft')
+    expect(html).toContain('kt')
+    expect(html).toContain('270°')
+    expect(html).toContain('Squawk 1200')
+  })
+
+  it('formats vessel popup with MMSI', () => {
+    const html = formatCotPopup({
+      source: 'ais',
+      type: 'a-f-S-C',
+      label: 'TEST SHIP',
+      id: 'MMSI.366123456',
+      speed: 12,
+      heading: 90,
+    }, esc)
+    expect(html).toContain('Vessel')
+    expect(html).toContain('MMSI 366123456')
+  })
+
+  it('formats team popup', () => {
+    expect(cotCategory('a-f-G-U-C')).toBe('ground')
+    const html = formatCotPopup({ type: 'a-f-G-U-C', label: 'Alpha 1' }, esc)
+    expect(html).toContain('Team')
+    expect(html).toContain('Alpha 1')
+  })
+})
diff --git a/test/unit/cotEntityUtils.spec.js b/test/unit/cotEntityUtils.spec.js
new file mode 100644
index 0000000..0eb56b8
--- /dev/null
+++ b/test/unit/cotEntityUtils.spec.js
@@ -0,0 +1,111 @@
+import { describe, it, expect } from 'vitest'
+import {
+  inferSourceFromId,
+  cotCategoryFromType,
+  isInBbox,
+  matchesLayerFilter,
+  openSkyStateToCot,
+  aisStreamMessageToCot,
+  unionBboxes,
+  clampBbox,
+  parseBboxParam,
+  parseLayersParam,
+} from '../../../server/utils/cotEntityUtils.js'
+
+describe('cotEntityUtils', () => {
+  it('infers source from UID prefix', () => {
+    expect(inferSourceFromId('ICAO.abc123')).toBe('adsb')
+    expect(inferSourceFromId('MMSI.366123456')).toBe('ais')
+    expect(inferSourceFromId('ANDROID-deadbeef')).toBe('tak')
+  })
+
+  it('maps CoT type to category', () => {
+    expect(cotCategoryFromType('a-f-A-C-F')).toBe('air')
+    expect(cotCategoryFromType('a-f-S-C')).toBe('surface')
+    expect(cotCategoryFromType('a-f-G-U-C')).toBe('ground')
+  })
+
+  it('checks bbox membership', () => {
+    const bbox = { west: -123, south: 37, east: -122, north: 38 }
+    expect(isInBbox({ lat: 37.5, lng: -122.5 }, bbox)).toBe(true)
+    expect(isInBbox({ lat: 40, lng: -122.5 }, bbox)).toBe(false)
+  })
+
+  it('filters by layer set', () => {
+    const airOnly = new Set(['air'])
+    expect(matchesLayerFilter(airOnly, { type: 'a-f-A-C-F' })).toBe(true)
+    expect(matchesLayerFilter(airOnly, { type: 'a-f-S-C' })).toBe(false)
+  })
+
+  it('maps OpenSky state vector to CoT', () => {
+    const state = ['abc123', 'UAL123  ', 'United States', 1, 2, -122.4, 37.7, 10000, false, 200, 90, 5, null, null, 1200, false, 0, 0]
+    const cot = openSkyStateToCot(state)
+    expect(cot).toMatchObject({
+      id: 'ICAO.abc123',
+      lat: 37.7,
+      lng: -122.4,
+      label: 'UAL123',
+      source: 'adsb',
+      type: 'a-f-A-C-F',
+      icao: 'abc123',
+      originCountry: 'United States',
+      heading: 90,
+      speed: 200,
+      altitude: 10000,
+      verticalRate: 5,
+      squawk: '1200',
+    })
+  })
+
+  it('maps OpenSky rotorcraft to helicopter CoT type', () => {
+    const state = ['heli01', 'N123HC  ', 'United States', 1, 2, -122.4, 37.7, 500, false, 50, 180, 0, null, null, null, false, 0, 8]
+    const cot = openSkyStateToCot(state)
+    expect(cot?.type).toBe('a-f-A-C-H')
+  })
+
+  it('maps AISStream message to CoT', () => {
+    const cot = aisStreamMessageToCot({
+      MetaData: { MMSI: 366123456, ShipName: 'TEST SHIP' },
+      Message: {
+        PositionReport: {
+          UserID: 366123456,
+          Latitude: 37.8,
+          Longitude: -122.3,
+          Sog: 12.5,
+          Cog: 180,
+        },
+      },
+    })
+    expect(cot).toMatchObject({
+      id: 'MMSI.366123456',
+      lat: 37.8,
+      lng: -122.3,
+      label: 'TEST SHIP',
+      source: 'ais',
+      type: 'a-f-S-C',
+    })
+  })
+
+  it('unions bboxes', () => {
+    expect(unionBboxes([
+      { west: -123, south: 37, east: -122, north: 38 },
+      { west: -124, south: 36, east: -121, north: 39 },
+    ])).toEqual({ west: -124, south: 36, east: -121, north: 39 })
+  })
+
+  it('clamps oversized bbox to max span', () => {
+    const huge = { west: -125, south: 32, east: -115, north: 42 }
+    const clamped = clampBbox(huge, 10)
+    expect(clamped.north - clamped.south).toBeCloseTo(10)
+    expect(clamped.east - clamped.west).toBeCloseTo(10)
+    expect((clamped.north + clamped.south) / 2).toBeCloseTo(37)
+    expect((clamped.east + clamped.west) / 2).toBeCloseTo(-120)
+  })
+
+  it('parses bbox and layers query params', () => {
+    expect(parseBboxParam('-123,37,-122,38')).toEqual({ west: -123, south: 37, east: -122, north: 38 })
+    expect(parseBboxParam('bad')).toBeNull()
+    expect(parseLayersParam('air,surface')).toEqual(new Set(['air', 'surface']))
+    expect(parseLayersParam('none').size).toBe(0)
+  })
+})
diff --git a/test/unit/cotMapLayer.spec.js b/test/unit/cotMapLayer.spec.js
new file mode 100644
index 0000000..07e9957
--- /dev/null
+++ b/test/unit/cotMapLayer.spec.js
@@ -0,0 +1,46 @@
+import { describe, it, expect } from 'vitest'
+import {
+  entitiesToFeatures,
+  getCotClusters,
+  loadCotCluster,
+} from '../../app/utils/cotMapLayer.js'
+
+function makeEntities(n, centerLat = 37.7, centerLng = -122.4) {
+  return Array.from({ length: n }, (_, i) => ({
+    id: `ICAO.${i}`,
+    lat: centerLat + (i % 10) * 0.01,
+    lng: centerLng + Math.floor(i / 10) * 0.01,
+    type: 'a-f-A-C-F',
+    label: `AC${i}`,
+  }))
+}
+
+describe('cotMapLayer', () => {
+  it('converts entities to GeoJSON points', () => {
+    const features = entitiesToFeatures([
+      { id: 'ICAO.1', lat: 37.7, lng: -122.4, type: 'a-f-A-C-F' },
+      { id: 'bad', lat: 'x', lng: 0 },
+    ])
+    expect(features).toHaveLength(1)
+    expect(features[0].geometry.coordinates).toEqual([-122.4, 37.7])
+    expect(features[0].properties.entity.id).toBe('ICAO.1')
+  })
+
+  it('clusters dense tracks at low zoom', () => {
+    loadCotCluster(makeEntities(50))
+    const view = { west: -123, south: 37, east: -122, north: 38, zoom: 6 }
+    const clusters = getCotClusters(view)
+    const clusterCount = clusters.filter(f => f.properties?.cluster).length
+    const pointCount = clusters.filter(f => !f.properties?.cluster).length
+    expect(clusterCount).toBeGreaterThan(0)
+    expect(clusterCount + pointCount).toBeLessThan(50)
+  })
+
+  it('shows individual markers at high zoom', () => {
+    loadCotCluster(makeEntities(20))
+    const view = { west: -123, south: 37, east: -122, north: 38, zoom: 15 }
+    const clusters = getCotClusters(view)
+    expect(clusters.every(f => !f.properties?.cluster)).toBe(true)
+    expect(clusters).toHaveLength(20)
+  })
+})
diff --git a/test/unit/cotServer.spec.js b/test/unit/cotServer.spec.js
index ea560b6..4fae595 100644
--- a/test/unit/cotServer.spec.js
+++ b/test/unit/cotServer.spec.js
@@ -44,4 +44,17 @@ describe('cotServer (parse-and-store path)', () => {
     expect(active[0].lng).toBe(4)
     expect(active[0].label).toBe('Updated')
   })
+
+  it('infers adsb source from ICAO uid when ingesting CoT position', async () => {
+    await updateFromCot({
+      id: 'ICAO.abc123',
+      lat: 37.7,
+      lng: -122.4,
+      label: 'N12345',
+      eventType: 'a-f-A-C-F',
+    })
+    const active = await getActiveEntities()
+    expect(active[0].source).toBe('adsb')
+    expect(active[0].type).toBe('a-f-A-C-F')
+  })
 })
diff --git a/test/unit/cotStore.spec.js b/test/unit/cotStore.spec.js
index 76dde5a..b387bc2 100644
--- a/test/unit/cotStore.spec.js
+++ b/test/unit/cotStore.spec.js
@@ -1,5 +1,12 @@
 import { describe, it, expect, beforeEach } from 'vitest'
-import { updateFromCot, getActiveEntities, clearCotStore } from '../../../server/utils/cotStore.js'
+import {
+  updateFromCot,
+  getActiveEntities,
+  getActiveEntitiesInBbox,
+  clearCotStore,
+  onCotChange,
+  pruneStaleEntities,
+} from '../../../server/utils/cotStore.js'
 
 describe('cotStore', () => {
   beforeEach(() => {
@@ -14,6 +21,28 @@ describe('cotStore', () => {
     expect(active[0].lat).toBe(37.7)
     expect(active[0].lng).toBe(-122.4)
     expect(active[0].label).toBe('Alpha')
+    expect(active[0].source).toBe('tak')
+  })
+
+  it('stores enriched ADS-B fields and infers source', async () => {
+    await updateFromCot({
+      id: 'ICAO.abc123',
+      lat: 37.7,
+      lng: -122.4,
+      label: 'UAL1',
+      type: 'a-f-A-C-F',
+      heading: 90,
+      speed: 200,
+      altitude: 10000,
+    })
+    const active = await getActiveEntities()
+    expect(active[0]).toMatchObject({
+      source: 'adsb',
+      heading: 90,
+      speed: 200,
+      altitude: 10000,
+      type: 'a-f-A-C-F',
+    })
   })
 
   it('updates same uid', async () => {
@@ -41,10 +70,10 @@ describe('cotStore', () => {
 
   it('prunes expired entities after getActiveEntities', async () => {
     await updateFromCot({ id: 'uid-1', lat: 37, lng: -122 })
-    const active1 = await getActiveEntities(100)
+    const active1 = await getActiveEntities({ ttlMs: 100 })
     expect(active1).toHaveLength(1)
     await new Promise(r => setTimeout(r, 150))
-    const active2 = await getActiveEntities(100)
+    const active2 = await getActiveEntities({ ttlMs: 100 })
     expect(active2).toHaveLength(0)
   })
 
@@ -55,4 +84,56 @@ describe('cotStore', () => {
     expect(active).toHaveLength(2)
     expect(active.map(e => e.id).sort()).toEqual(['a', 'b'])
   })
+
+  it('filters OSINT entities by bbox but keeps team globally', async () => {
+    await updateFromCot({ id: 'ICAO.abc', lat: 37.5, lng: -122.5, type: 'a-f-A-C-F' })
+    await updateFromCot({ id: 'MMSI.123', lat: 40, lng: -100, type: 'a-f-S-C' })
+    await updateFromCot({ id: 'ANDROID-1', lat: 50, lng: 10, source: 'tak' })
+    const bbox = { west: -123, south: 37, east: -122, north: 38 }
+    const active = await getActiveEntitiesInBbox(bbox, { takFilterBbox: false })
+    const ids = active.map(e => e.id).sort()
+    expect(ids).toEqual(['ANDROID-1', 'ICAO.abc'])
+  })
+
+  it('filters team by bbox when COT_TAK_FILTER_BBOX enabled', async () => {
+    await updateFromCot({ id: 'ANDROID-1', lat: 50, lng: 10, source: 'tak' })
+    const bbox = { west: -123, south: 37, east: -122, north: 38 }
+    const active = await getActiveEntitiesInBbox(bbox, { takFilterBbox: true })
+    expect(active).toHaveLength(0)
+  })
+
+  it('caps bbox query results at maxEntities', async () => {
+    for (let i = 0; i < 5; i++) {
+      await updateFromCot({ id: `ICAO.${i}`, lat: 37.5 + i * 0.01, lng: -122.4, type: 'a-f-A-C-F' })
+    }
+    const bbox = { west: -123, south: 37, east: -122, north: 38 }
+    const active = await getActiveEntitiesInBbox(bbox, { maxEntities: 3 })
+    expect(active).toHaveLength(3)
+  })
+
+  it('skips emit when silent upsert', async () => {
+    const updates = []
+    const off = onCotChange((event) => {
+      if (event === 'update') updates.push(event)
+    })
+    await updateFromCot({ id: 'ICAO.silent', lat: 37, lng: -122, type: 'a-f-A-C-F' }, { silent: true })
+    off()
+    expect(updates).toHaveLength(0)
+    const active = await getActiveEntities()
+    expect(active.some(e => e.id === 'ICAO.silent')).toBe(true)
+  })
+
+  it('pruneStaleEntities uses shorter TTL for OSINT sources', async () => {
+    await updateFromCot({ id: 'ICAO.old', lat: 37, lng: -122, source: 'adsb', type: 'a-f-A-C-F' })
+    await updateFromCot({ id: 'ANDROID-1', lat: 37, lng: -122, source: 'tak' })
+    const removed = []
+    const off = onCotChange((event, payload) => {
+      if (event === 'remove') removed.push(payload.id)
+    })
+    await new Promise(r => setTimeout(r, 60))
+    await pruneStaleEntities({ ttlMs: 10_000, osintTtlMs: 50 })
+    off()
+    expect(removed).toContain('ICAO.old')
+    expect(removed).not.toContain('ANDROID-1')
+  })
 })
diff --git a/test/unit/cotSubscribers.spec.js b/test/unit/cotSubscribers.spec.js
new file mode 100644
index 0000000..c6a3a4f
--- /dev/null
+++ b/test/unit/cotSubscribers.spec.js
@@ -0,0 +1,96 @@
+import { describe, it, expect, beforeEach, vi } from 'vitest'
+import {
+  registerSubscriber,
+  getSubscriberBboxUnion,
+  clearSubscribers,
+  notifySubscribersForEntity,
+  notifySubscribersRemove,
+  broadcastSubscriberSnapshots,
+} from '../../../server/utils/cotSubscribers.js'
+import { updateFromCot, clearCotStore } from '../../../server/utils/cotStore.js'
+
+describe('cotSubscribers', () => {
+  beforeEach(() => {
+    clearSubscribers()
+  })
+
+  it('unions subscriber bboxes', () => {
+    registerSubscriber({
+      bbox: { west: -123, south: 37, east: -122, north: 38 },
+      layers: new Set(['air']),
+      push: vi.fn(),
+    })
+    registerSubscriber({
+      bbox: { west: -124, south: 36, east: -121, north: 39 },
+      layers: new Set(['surface']),
+      push: vi.fn(),
+    })
+    expect(getSubscriberBboxUnion()).toEqual({ west: -124, south: 36, east: -121, north: 39 })
+  })
+
+  it('notifies subscribers inside bbox and matching layer', async () => {
+    const push = vi.fn()
+    registerSubscriber({
+      bbox: { west: -123, south: 37, east: -122, north: 38 },
+      layers: new Set(['air']),
+      push,
+    })
+    await notifySubscribersForEntity('update', { entity: { id: 'ICAO.x' } }, {
+      id: 'ICAO.x',
+      lat: 37.5,
+      lng: -122.5,
+      type: 'a-f-A-C-F',
+    })
+    expect(push).toHaveBeenCalledWith('update', expect.any(String))
+  })
+
+  it('skips subscribers when entity outside bbox', async () => {
+    const push = vi.fn()
+    registerSubscriber({
+      bbox: { west: -123, south: 37, east: -122, north: 38 },
+      layers: new Set(['air']),
+      push,
+    })
+    await notifySubscribersForEntity('update', { entity: { id: 'ICAO.x' } }, {
+      id: 'ICAO.x',
+      lat: 40,
+      lng: -122.5,
+      type: 'a-f-A-C-F',
+    })
+    expect(push).not.toHaveBeenCalled()
+  })
+
+  it('notifySubscribersRemove pushes to all subscribers', async () => {
+    const pushA = vi.fn()
+    const pushB = vi.fn()
+    registerSubscriber({
+      bbox: { west: -123, south: 37, east: -122, north: 38 },
+      layers: new Set(['air']),
+      push: pushA,
+    })
+    registerSubscriber({
+      bbox: { west: -125, south: 35, east: -120, north: 40 },
+      layers: new Set(['surface']),
+      push: pushB,
+    })
+    await notifySubscribersRemove('ICAO.removed')
+    expect(pushA).toHaveBeenCalledWith('remove', JSON.stringify({ id: 'ICAO.removed' }))
+    expect(pushB).toHaveBeenCalledWith('remove', JSON.stringify({ id: 'ICAO.removed' }))
+  })
+
+  it('broadcastSubscriberSnapshots sends per-subscriber filtered snapshot', async () => {
+    clearCotStore()
+    await updateFromCot({ id: 'ICAO.in', lat: 37.5, lng: -122.5, type: 'a-f-A-C-F' })
+    await updateFromCot({ id: 'ICAO.out', lat: 40, lng: -100, type: 'a-f-A-C-F' })
+    const push = vi.fn()
+    registerSubscriber({
+      bbox: { west: -123, south: 37, east: -122, north: 38 },
+      layers: new Set(['air']),
+      push,
+    })
+    await broadcastSubscriberSnapshots({ ttlMs: 90_000, osintTtlMs: 30_000, takFilterBbox: false })
+    expect(push).toHaveBeenCalledWith('snapshot', expect.any(String))
+    const payload = JSON.parse(push.mock.calls[0][1])
+    expect(payload.entities.map(e => e.id)).toEqual(['ICAO.in'])
+  })
+})
diff --git a/test/unit/mapUtils.spec.js b/test/unit/mapUtils.spec.js
new file mode 100644
index 0000000..7547227
--- /dev/null
+++ b/test/unit/mapUtils.spec.js
@@ -0,0 +1,55 @@
+import { describe, it, expect, vi } from 'vitest'
+import { createClusterIndex } from '../../app/utils/mapCluster.js'
+import { clearFeatureMarkers, syncFeatureMarkers } from '../../app/utils/mapMarkerSync.js'
+import { bboxFetchKey, tilesNearCenter } from '../../app/utils/alprViewport.js'
+
+describe('mapCluster', () => {
+  it('loads once and queries by viewport', () => {
+    const index = createClusterIndex({ radius: 50, maxZoom: 14, minPoints: 2 })
+    const features = Array.from({ length: 20 }, (_, i) => ({
+      type: 'Feature',
+      geometry: { type: 'Point', coordinates: [-122.4 + i * 0.01, 37.7] },
+      properties: { id: i },
+    }))
+    index.load(features)
+    const zoomedOut = index.query({ west: -123, south: 37, east: -122, north: 38, zoom: 6 })
+    expect(zoomedOut.some(f => f.properties?.cluster)).toBe(true)
+    const zoomedIn = index.query({ west: -123, south: 37, east: -122, north: 38, zoom: 15 })
+    expect(zoomedIn).toHaveLength(20)
+  })
+})
+
+describe('mapMarkerSync', () => {
+  it('reuses markers by key', () => {
+    const layer = {
+      _layers: [],
+      addLayer(m) { this._layers.push(m) },
+      removeLayer(m) { this._layers = this._layers.filter(x => x !== m) },
+    }
+    const create = vi.fn(f => ({ id: f.properties.id }))
+    const update = vi.fn()
+    const opts = { keyFor: f => f.properties.id, create, update }
+    const pt = (id, lng, lat) => ({ type: 'Feature', geometry: { type: 'Point', coordinates: [lng, lat] }, properties: { id } })
+
+    syncFeatureMarkers(layer, [pt(1, -122, 37)], opts)
+    syncFeatureMarkers(layer, [pt(1, -121.9, 37.1)], opts)
+    expect(create).toHaveBeenCalledTimes(1)
+    expect(update).toHaveBeenCalledTimes(1)
+    clearFeatureMarkers(layer)
+    expect(layer._layers).toHaveLength(0)
+  })
+})
+
+describe('alprViewport', () => {
+  it('selects nearby tiles without scanning the world', () => {
+    const world = { south: -85, west: -180, north: 85, east: 180 }
+    expect(tilesNearCenter(world, 16)).toHaveLength(16)
+    expect(tilesNearCenter(world, 1)[0]).toEqual({ south: 0, west: 0, north: 0.5, east: 0.5 })
+  })
+
+  it('coarsens fetch keys when zoomed out', () => {
+    const bounds = { south: 37.01, west: -122.51, north: 37.99, east: -122.01, zoom: 6 }
+    expect(bboxFetchKey(bounds)).toBe(bboxFetchKey({ ...bounds, south: bounds.south + 0.05 }))
+    expect(bboxFetchKey({ ...bounds, zoom: 14 })).not.toBe(bboxFetchKey(bounds))
+  })
+})
diff --git a/test/unit/trackingFeed.spec.js b/test/unit/trackingFeed.spec.js
new file mode 100644
index 0000000..c5edf4e
--- /dev/null
+++ b/test/unit/trackingFeed.spec.js
@@ -0,0 +1,29 @@
+import { describe, it, expect, beforeEach, vi } from 'vitest'
+import { clearSubscribers, registerSubscriber } from '../../../server/utils/cotSubscribers.js'
+import {
+  isOpenSkyPollActive,
+  resetTrackingFeedForTests,
+  scheduleOpenSkyPollForTests,
+} from '../../../server/utils/trackingFeed.js'
+
+describe('trackingFeed', () => {
+  beforeEach(() => {
+    clearSubscribers()
+    resetTrackingFeedForTests()
+  })
+
+  it('does not start OpenSky poll without SSE subscribers', () => {
+    scheduleOpenSkyPollForTests()
+    expect(isOpenSkyPollActive()).toBe(false)
+  })
+
+  it('starts OpenSky poll when a subscriber is registered', () => {
+    registerSubscriber({
+      bbox: { west: -123, south: 37, east: -122, north: 38 },
+      layers: new Set(['air']),
+      push: vi.fn(),
+    })
+    scheduleOpenSkyPollForTests()
+    expect(isOpenSkyPollActive()).toBe(true)
+  })
+})