diff --git a/README.md b/README.md
index 2d13ac3..236d62c 100644
--- a/README.md
+++ b/README.md
@@ -13,17 +13,44 @@ Scheduling for TF2
       OpenAPI documentation
     - [Flask-Migrate](https://flask-migrate.readthedocs.io/en/latest/)
       (Alembic) for database migrations
+    - [Celery](https://docs.celeryproject.org/en/stable/) for async tasks
+    - [Redis](https://redis.io/) for Celery broker
 - **Database:** [PostgreSQL 17.1](https://www.postgresql.org/docs/17/index.html)
   (production) / SQLite (development)
 
 ## Setup (dev)
 
 ```sh
+docker compose build
 docker compose up
+DATABASE_URI=sqlite:///db.sqlite3 flask db upgrade
 ```
 
 App will run at port 8000.
 
+## Setup (production)
+
+Build the frontend app:
+
+```sh
+cd availabili.tf
+npm run build
+```
+
+Build the rest of the containers:
+
+```sh
+docker compose -f docker-compose.prod.yml build
+docker compose -f docker-compose.prod.yml up
+```
+
+Perform initial database migration:
+
+```sh
+docker exec -it backend bash
+flask db upgrade
+```
+
 ## OpenAPI
 
 The backend will automatically serve its OpenAPI-compliant spec at
diff --git a/availabili.tf/Dockerfile.prod b/availabili.tf/Dockerfile.prod
new file mode 100644
index 0000000..40a98b3
--- /dev/null
+++ b/availabili.tf/Dockerfile.prod
@@ -0,0 +1,7 @@
+FROM steebchen/nginx-spa:stable
+
+COPY dist/ /app
+
+EXPOSE 80
+
+CMD ["nginx"]
diff --git a/availabili.tf/src/components/AvailabilityComboBox.vue b/availabili.tf/src/components/AvailabilityComboBox.vue
deleted file mode 100644
index 611ed04..0000000
--- a/availabili.tf/src/components/AvailabilityComboBox.vue
+++ /dev/null
@@ -1,103 +0,0 @@
-<script setup lang="ts">
-import { computed, defineModel, defineProps, ref } from "vue";
-
-const model = defineModel();
-
-const props = defineProps({
-  options: Array<String>,
-  isDisabled: Boolean,
-});
-
-const isOpen = ref(false);
-const selectedOption = computed(() => props.options[model.value]);
-
-function selectOption(index) {
-  model.value = index;
-  isOpen.value = false;
-}
-</script>
-
-<template>
-  <div :class="{ 'dropdown-container': true, 'is-open': isOpen }">
-    <button @click="isOpen = !isOpen" :disabled="isDisabled">
-      {{ selectedOption }}
-      <i class="bi bi-caret-down-fill"></i>
-    </button>
-    <ul class="dropdown" v-if="isOpen" @blur="isOpen = false">
-      <li v-for="(option, i) in options" :key="i" @click="selectOption(i)">
-        <option :class="{ 'is-selected': i == model, 'option': true }">
-          {{ option }}
-        </option>
-      </li>
-    </ul>
-  </div>
-</template>
-
-<style scoped>
-.dropdown-container {
-  display: inline-block;
-  border-radius: 8px;
-}
-
-.dropdown-container .option {
-  display: flex;
-  flex-direction: row;
-  align-items: center;
-  justify-content: space-between;
-  width: 100%;
-  text-align: left;
-  font-weight: 700;
-  font-size: 16px;
-  padding: 4px;
-  transition-duration: 200ms;
-  background-color: transparent;
-  cursor: pointer;
-}
-
-.dropdown-container .option {
-  border-radius: 0;
-}
-
-.dropdown-container .option:first-child {
-  border-radius: 8px 8px 0 0;
-}
-
-.dropdown-container .option:last-child {
-  border-radius: 0 0 8px 8px;
-}
-
-.dropdown-container .option:hover {
-  background-color: var(--crust);
-}
-
-.dropdown-container.is-open ul.dropdown {
-  box-shadow: 1px 1px 8px var(--shadow);
-}
-
-ul.dropdown {
-  display: block;
-  background-color: var(--base);
-  position: absolute;
-  margin-top: 8px;
-  padding: 0;
-  z-index: 2;
-  border-radius: 8px;
-  overflow: none;
-}
-
-ul.dropdown > li {
-  list-style-type: none;
-}
-
-.dropdown li > .option {
-  padding: 8px 16px;
-  font-weight: 500;
-  font-size: 14px;
-  border-radius: 0;
-}
-
-.dropdown li > .option.is-selected {
-  background-color: var(--accent-transparent);
-  color: var(--accent);
-}
-</style>
diff --git a/availabili.tf/src/components/AvailabilityGrid.vue b/availabili.tf/src/components/AvailabilityGrid.vue
index cd1b763..1866ad9 100644
--- a/availabili.tf/src/components/AvailabilityGrid.vue
+++ b/availabili.tf/src/components/AvailabilityGrid.vue
@@ -1,37 +1,37 @@
 <script setup lang="ts">
-import { computed, defineModel, defineProps, reactive, ref, onMounted, onUnmounted, type PropType } from "vue";
-import moment, { type Moment } from "moment";
+import { computed, defineModel, defineProps, reactive, ref, onMounted, onUnmounted } from "vue";
+import { type Moment } from "moment";
 import { useScheduleStore } from "../stores/schedule";
 
 const scheduleStore = useScheduleStore();
 
-const model = defineModel();
+const model = defineModel<number[]>({ required: true });
 
 const selectedTime = defineModel("selectedTime");
 
-const selectedIndex = defineModel("selectedIndex");
-
 const hoveredIndex = defineModel("hoveredIndex");
 
-const props = defineProps({
-  selectionMode: Number,
-  isDisabled: Boolean,
-  overlay: Array,
-  dateStart: Object as PropType<Moment>,
-  firstHour: {
-    type: Number,
-    default: 14
-  },
-  lastHour: {
-    type: Number,
-    default: 22,
-  },
+const props = withDefaults(defineProps<{
+  selectionMode: number,
+  isDisabled: boolean,
+  overlay: number[] | undefined,
+  dateStart: Moment,
+  firstHour: number,
+  lastHour: number
+}>(), {
+  firstHour: 14,
+  lastHour: 22
 });
 
 const isEditing = computed(() => !props.isDisabled);
 
-const selectionStart = reactive({ x: undefined, y: undefined });
-const selectionEnd = reactive({ x: undefined, y: undefined });
+type Coordinate = {
+  x?: number,
+  y?: number
+};
+
+const selectionStart = reactive<Coordinate>({ x: undefined, y: undefined });
+const selectionEnd = reactive<Coordinate>({ x: undefined, y: undefined });
 const isCtrlDown = ref(false);
 const isShiftDown = ref(false);
 
@@ -77,30 +77,20 @@ const hours = computed(() => {
     .map(x => x + props.firstHour);
 });
 
-const daysOfWeek = [
-  "Sun",
-  "Mon",
-  "Tue",
-  "Wed",
-  "Thu",
-  "Fri",
-  "Sat"
-];
-
 function getTimeAtCell(dayIndex: number, hour: number) {
   return props.dateStart.clone()
     .add(dayIndex, "days")
     .add(hour, "hours");
 }
 
-function onSlotMouseOver($event, x, y) {
+function onSlotMouseOver($event: MouseEvent, x: number, y: number) {
   hoveredIndex.value = 24 * x + y;
 
   if (!isEditing.value) {
     return;
   }
 
-  if ($event.buttons & 1 == 1) {
+  if (($event.buttons & 1) == 1) {
     isShiftDown.value = $event.shiftKey;
     isCtrlDown.value = $event.ctrlKey;
 
@@ -109,17 +99,16 @@ function onSlotMouseOver($event, x, y) {
   }
 }
 
-function onSlotMouseLeave($event, x, y) {
+function onSlotMouseLeave(_: MouseEvent, x: number, y: number) {
   let index = 24 * x + y;
   if (hoveredIndex.value == index) {
     hoveredIndex.value = undefined;
   }
 }
 
-const isMouseDown = ref(false);
 const selectionValue = ref(0);
 
-function onSlotMouseDown($event, x, y) {
+function onSlotMouseDown($event: MouseEvent, x: number, y: number) {
   if (!isEditing.value) {
     return;
   }
@@ -138,7 +127,7 @@ function onSlotMouseDown($event, x, y) {
   console.log("selected " + x + " " + y);
 }
 
-function onSlotMouseUp($event) {
+function onSlotMouseUp(_: MouseEvent) {
   if (!isEditing.value || selectionStart.x == undefined) {
     return;
   }
@@ -152,7 +141,7 @@ function onSlotMouseUp($event) {
   selectionStart.x = undefined;
 }
 
-function onSlotClick(dayIndex, hour) {
+function onSlotClick(dayIndex: number, hour: number) {
   if (isEditing.value) {
     return;
   }
@@ -161,7 +150,7 @@ function onSlotClick(dayIndex, hour) {
   scheduleStore.selectIndex(24 * dayIndex + hour);
 }
 
-function onKeyUp($event) {
+function onKeyUp($event: KeyboardEvent) {
   switch ($event.key) {
     case "Shift":
       isShiftDown.value = false;
@@ -172,7 +161,7 @@ function onKeyUp($event) {
   }
 }
 
-function onKeyDown($event) {
+function onKeyDown($event: KeyboardEvent) {
   switch ($event.key) {
     case "Shift":
       isShiftDown.value = true;
@@ -206,7 +195,7 @@ function getAvailabilityCell(day: number, hour: number) {
 const currentTimezone = computed(() =>
   Intl.DateTimeFormat().resolvedOptions().timeZone);
 
-function getHour(offset, tz?) {
+function getHour(offset: number, tz?: string) {
   let time = props.dateStart.clone()
   if (tz) {
     time = time.tz(tz);
diff --git a/availabili.tf/src/components/EventSchedulerForm.vue b/availabili.tf/src/components/EventSchedulerForm.vue
index d978e42..a89c37e 100644
--- a/availabili.tf/src/components/EventSchedulerForm.vue
+++ b/availabili.tf/src/components/EventSchedulerForm.vue
@@ -1,6 +1,7 @@
 <script setup lang="ts">
 import { useEventForm } from "@/composables/event-form";
 import { useTeamDetails } from "@/composables/team-details";
+import { useEventsStore } from "@/stores/events";
 import { useRosterStore } from "@/stores/roster";
 import { useTeamsStore } from "@/stores/teams";
 import moment from "moment";
@@ -12,6 +13,7 @@ const router = useRouter();
 
 const rosterStore = useRosterStore();
 const teamsStore = useTeamsStore();
+const eventsStore = useEventsStore();
 
 const { eventId } = useEventForm();
 
@@ -24,7 +26,7 @@ const startTime = computed(() => {
 });
 
 const startTimeTeamTz = computed(() => {
-  if (rosterStore.startTime) {
+  if (rosterStore.startTime && team.value) {
     // if team timezone is the same as ours, then do nothing
     if (team.value?.tzTimezone === moment.tz.guess()) {
       return undefined;
@@ -52,8 +54,15 @@ function saveRoster() {
 }
 
 onMounted(() => {
-  if (!team.value) {
-    teamsStore.fetchTeam(teamId.value);
+  //if (!team.value) {
+  //  teamsStore.fetchTeam(teamId.value);
+  //}
+
+  if (eventId.value) {
+    eventsStore.fetchEvent(eventId.value)
+      .then((response) => {
+        teamsStore.fetchTeam(response.teamId);
+      });
   }
 });
 </script>
diff --git a/availabili.tf/src/components/IntegrationDetails.vue b/availabili.tf/src/components/IntegrationDetails.vue
deleted file mode 100644
index 86f9694..0000000
--- a/availabili.tf/src/components/IntegrationDetails.vue
+++ /dev/null
@@ -1,76 +0,0 @@
-<script setup lang="ts">
-import type { TeamIntegrationSchema, TeamDiscordIntegrationSchema } from "@/client";
-import { useTeamDetails } from "@/composables/team-details";
-import { useTeamsStore } from "@/stores/teams";
-import { computed } from "vue";
-
-const props = defineProps<{
-  integration: TeamIntegrationSchema,
-}>();
-
-const teamsStore = useTeamsStore();
-
-const { teamId } = useTeamDetails();
-
-/*
-const isDiscord = (x: TeamIntegrationSchema): x is TeamDiscordIntegrationSchema => x.integrationType === "team_discord_integrations";
-
-const isDiscordIntegration = computed(() => {
-  return isDiscord(props.integration);
-});
-*/
-
-const discordIntegration = computed(() => props.integration as TeamDiscordIntegrationSchema);
-
-function deleteIntegration() {
-  teamsStore.deleteIntegration(teamId.value, props.integration.id);
-}
-
-function saveIntegration() {
-  teamsStore.updateIntegration(teamId.value, props.integration);
-}
-</script>
-
-<template>
-  <details class="accordion">
-    <summary>
-      <span class="title">
-        <h2 v-if="discordIntegration">
-          Discord Integration
-        </h2>
-        <span class="aside">(id: {{ props.integration.id }})</span>
-      </span>
-    </summary>
-
-    <div class="form-group margin">
-      <h3>Webhook URL</h3>
-      <input v-model="discordIntegration.webhookUrl" />
-    </div>
-
-    <div class="button-group">
-      <button class="destructive-on-hover" @click="deleteIntegration">
-        <i class="bi bi-trash margin" />
-        Delete
-      </button>
-      <button @click="saveIntegration">Save</button>
-    </div>
-  </details>
-</template>
-
-<style scoped>
-.button-group {
-  display: flex;
-  gap: 4px;
-  justify-content: end;
-}
-
-summary > .title {
-  display: flex;
-  align-items: center;
-  gap: 0.5em;
-}
-
-summary .aside {
-  font-size: 1rem;
-}
-</style>
diff --git a/availabili.tf/src/components/PlayerTeamCard.vue b/availabili.tf/src/components/PlayerTeamCard.vue
index 3491699..944cbab 100644
--- a/availabili.tf/src/components/PlayerTeamCard.vue
+++ b/availabili.tf/src/components/PlayerTeamCard.vue
@@ -3,6 +3,7 @@ import { computed, type PropType, ref, watch } from "vue";
 import { useTeamsStore } from "../stores/teams";
 import { useRosterStore } from "../stores/roster";
 import { type ViewTeamMembersResponse, type TeamSchema, type RoleSchema } from "@/client";
+// @ts-expect-error
 import SvgIcon from "@jamescoyle/vue-icon";
 import { mdiCrown } from "@mdi/js";
 import RoleTag from "../components/RoleTag.vue";
diff --git a/availabili.tf/src/components/RoleTag.vue b/availabili.tf/src/components/RoleTag.vue
index 4db2a6c..62aa4fb 100644
--- a/availabili.tf/src/components/RoleTag.vue
+++ b/availabili.tf/src/components/RoleTag.vue
@@ -1,17 +1,17 @@
 <script setup lang="ts">
-import { type ViewTeamMembersResponse } from "@/client";
+import { type RoleSchema, type ViewTeamMembersResponse } from "@/client";
 import { useRosterStore } from "../stores/roster";
 
 const rosterStore = useRosterStore();
 
-const props = defineProps({
-  role: String,
-  player: Object as PropType<ViewTeamMembersResponse>,
-});
+const props = defineProps<{
+  role: string,
+  player: ViewTeamMembersResponse
+}>();
 
-const roleObject = defineModel();
+const roleObject = defineModel<RoleSchema>();
 
-function toggle(isMain) {
+function toggle(isMain: boolean) {
   if (isMain == roleObject.value?.isMain) {
     roleObject.value = undefined;
   } else {
diff --git a/availabili.tf/src/components/SchedulePlayerList.vue b/availabili.tf/src/components/SchedulePlayerList.vue
index 71d842a..1fd9ca6 100644
--- a/availabili.tf/src/components/SchedulePlayerList.vue
+++ b/availabili.tf/src/components/SchedulePlayerList.vue
@@ -9,10 +9,10 @@ const scheduleStore = useScheduleStore();
 const router = useRouter();
 
 const selectedTimeTz = computed(() =>
-  props.selectedTime.clone().tz(scheduleStore.team?.tzTimezone));
+  props.selectedTime?.clone().tz(scheduleStore.team?.tzTimezone));
 
 const isTeamTzLocal = computed(() => {
-  return selectedTimeTz.value.utcOffset() == props.selectedTime.utcOffset();
+  return selectedTimeTz.value?.utcOffset() == props.selectedTime?.utcOffset();
 });
 
 //const props = defineProps({
@@ -53,7 +53,7 @@ function scheduleRoster() {
         {{ selectedTime.format("L LT z") }}
       </div>
       <div v-if="!isTeamTzLocal">
-        {{ selectedTimeTz.format("L LT z") }}
+        {{ selectedTimeTz?.format("L LT z") }}
       </div>
     </h4>
     <button @click="scheduleRoster" v-if="selectedTime">
diff --git a/availabili.tf/src/components/SchedulePlayerListItem.vue b/availabili.tf/src/components/SchedulePlayerListItem.vue
index 7b08141..03a1635 100644
--- a/availabili.tf/src/components/SchedulePlayerListItem.vue
+++ b/availabili.tf/src/components/SchedulePlayerListItem.vue
@@ -1,6 +1,6 @@
 <script setup lang="ts">
 import { useScheduleStore } from "../stores/schedule";
-import { computed, type PropType } from "vue";
+import { computed } from "vue";
 import { type AvailabilitySchema } from "@/client";
 import { CheckboxIndicator, CheckboxRoot } from "radix-vue";
 
@@ -8,8 +8,6 @@ const scheduleStore = useScheduleStore();
 
 const hoveredIndex = computed(() => scheduleStore.hoveredIndex);
 
-const selectedIndex = computed(() => scheduleStore.selectedIndex);
-
 const availabilityAtHoveredIndex = computed(() => {
   if (props.player?.availability) {
     if (hoveredIndex.value) {
diff --git a/availabili.tf/src/components/WeekSelectionBox.vue b/availabili.tf/src/components/WeekSelectionBox.vue
index d4a0269..5a480d0 100644
--- a/availabili.tf/src/components/WeekSelectionBox.vue
+++ b/availabili.tf/src/components/WeekSelectionBox.vue
@@ -1,9 +1,10 @@
 <script setup lang="ts">
+import { type Moment } from "moment";
 import { computed, defineModel } from "vue";
 
-const model = defineModel();
+const model = defineModel<Moment>({ required: true });
 
-const props = defineProps({
+defineProps({
   isDisabled: Boolean,
 });
 
diff --git a/availabili.tf/src/main.ts b/availabili.tf/src/main.ts
index 65126ef..08839b9 100644
--- a/availabili.tf/src/main.ts
+++ b/availabili.tf/src/main.ts
@@ -3,6 +3,7 @@ import "vue-select/dist/vue-select.css";
 
 import { createApp } from "vue";
 import { createPinia } from "pinia";
+// @ts-expect-error
 import VueSelect from "vue-select";
 import { TooltipDirective } from "vue3-tooltip";
 import "vue3-tooltip/tooltip.css";
diff --git a/availabili.tf/src/stores/auth.ts b/availabili.tf/src/stores/auth.ts
index fc62b44..8a1bd15 100644
--- a/availabili.tf/src/stores/auth.ts
+++ b/availabili.tf/src/stores/auth.ts
@@ -30,7 +30,8 @@ export const useAuthStore = defineStore("auth", () => {
   }
 
   async function login(queryParams: LocationQuery) {
-    return fetch(import.meta.env.VITE_API_BASE_URL + "/login/authenticate", {
+    // TODO: replace with client call once it's implemented
+    return fetch("/api/login/authenticate", {
       headers: {
         "Content-Type": "application/json",
       },
diff --git a/availabili.tf/src/stores/roster.ts b/availabili.tf/src/stores/roster.ts
index 4493526..d9a09a0 100644
--- a/availabili.tf/src/stores/roster.ts
+++ b/availabili.tf/src/stores/roster.ts
@@ -107,7 +107,11 @@ export const useRosterStore = defineStore("roster", () => {
       }
     }
 
-    selectedPlayers[role] = player;
+    if (player) {
+      selectedPlayers[role] = player;
+    } else {
+      delete selectedPlayers[role];
+    }
   }
 
   function fetchAvailablePlayers(startTime: number, teamId: number) {
diff --git a/availabili.tf/src/stores/teams/integrations.ts b/availabili.tf/src/stores/teams/integrations.ts
index 9a5da0b..d1f2c77 100644
--- a/availabili.tf/src/stores/teams/integrations.ts
+++ b/availabili.tf/src/stores/teams/integrations.ts
@@ -24,15 +24,15 @@ export const useIntegrationsStore = defineStore("integrations", () => {
   }
 
   function setIntegrations(schema: TeamIntegrationSchema) {
-    discordIntegration.value = schema.discordIntegration;
-    logsTfIntegration.value = schema.logsTfIntegration;
+    discordIntegration.value = schema.discordIntegration ?? undefined;
+    logsTfIntegration.value = schema.logsTfIntegration ?? undefined;
     hasLoaded.value = true;
   }
 
   async function updateIntegrations(teamId: number) {
     const body: TeamIntegrationSchema = {
-      discordIntegration: discordIntegration.value,
-      logsTfIntegration: logsTfIntegration.value,
+      discordIntegration: discordIntegration.value ?? null,
+      logsTfIntegration: logsTfIntegration.value ?? null,
     };
     const response = await client.default.updateIntegrations(teamId.toString(), body);
     setIntegrations(response);
diff --git a/availabili.tf/src/views/RosterBuilderView.vue b/availabili.tf/src/views/RosterBuilderView.vue
index fdc0afb..922b0b6 100644
--- a/availabili.tf/src/views/RosterBuilderView.vue
+++ b/availabili.tf/src/views/RosterBuilderView.vue
@@ -1,13 +1,12 @@
 <script setup lang="ts">
 import PlayerCard from "../components/PlayerCard.vue";
-import { computed, reactive, onMounted, ref } from "vue";
+import { computed, onMounted, ref } from "vue";
 import { useRosterStore } from "../stores/roster";
-import { RouterLink, useRoute } from "vue-router";
+import { useRoute } from "vue-router";
 import moment from "moment";
 import { useEventsStore } from "@/stores/events";
 import EventSchedulerForm from "@/components/EventSchedulerForm.vue";
 import { useEventForm } from "@/composables/event-form";
-import Loader from "@/components/Loader.vue";
 import LoaderContainer from "@/components/LoaderContainer.vue";
 
 const rosterStore = useRosterStore();
@@ -69,16 +68,22 @@ onMounted(async () => {
                     is-roster />
       </div>
       <div class="form-group margin column" v-if="rosterStore.selectedRole">
-        <PlayerCard v-for="player in rosterStore.mainRoles"
-                    :player="player"
-                    :role-title="player.role" />
+        <PlayerCard
+          v-for="player in rosterStore.mainRoles"
+          :player="player"
+          :role-title="player.role"
+          :is-roster="false"
+        />
         <span v-if="!hasAvailablePlayers && rosterStore.selectedRole">
           No players are currently available for this role.
         </span>
         <h3 v-if="hasAlternates">Alternates</h3>
-        <PlayerCard v-for="player in rosterStore.alternateRoles"
-                    :player="player"
-                    :role-title="player.role" />
+        <PlayerCard
+          v-for="player in rosterStore.alternateRoles"
+          :player="player"
+          :role-title="player.role"
+          :is-roster="false"
+        />
         <div class="action-buttons">
           <button class="accent" @click="closeSelection">
             <i class="bi bi-check" />
diff --git a/availabili.tf/src/views/RosterBuilderViewDragDrop.vue b/availabili.tf/src/views/RosterBuilderViewDragDrop.vue
deleted file mode 100644
index 639ae81..0000000
--- a/availabili.tf/src/views/RosterBuilderViewDragDrop.vue
+++ /dev/null
@@ -1,85 +0,0 @@
-<script setup lang="ts">
-import PlayerCard from "../components/PlayerCard.vue";
-import RoleSlot from "../components/RoleSlot.vue";
-import PlayerTeamRole from "../player.ts";
-import { computed, reactive } from "vue";
-import { useRosterStore } from "../stores/roster";
-
-const rosterStore = useRosterStore();
-
-const hasAvailablePlayers = computed(() => {
-  return rosterStore.availablePlayerRoles.length > 0;
-});
-</script>
-
-<template>
-  <main>
-    <h1 class="roster-title">
-      Roster for Snus Brotherhood
-      <emph class="aside date">Aug. 13, 2036 @ 11:30 PM EST</emph>
-    </h1>
-    <div class="columns">
-      <div class="column">
-        <PlayerCard v-for="role in rosterStore.neededRoles"
-                    :player="rosterStore.selectedPlayers[role]"
-                    :role-title="role"
-                    is-roster />
-      </div>
-      <div class="column">
-        <h3 v-if="hasAvailablePlayers">Available</h3>
-        <PlayerCard
-          v-for="player in rosterStore.definitelyAvailable"
-          :player="player"
-          :role-title="player.role"
-          :is-roster="false"
-        />
-        <span v-if="!hasAvailablePlayers">
-          No players are currently available for this role.
-        </span>
-      </div>
-      <div class="column">
-        <h3 v-if="hasAvailablePlayers">Available if needed</h3>
-        <PlayerCard
-          v-for="player in rosterStore.canBeAvailable"
-          :player="player"
-          :role-title="player.role"
-          :is-roster="false"
-        />
-      </div>
-    </div>
-  </main>
-</template>
-
-<style scoped>
-.columns {
-  display: flex;
-  flex-direction: row;
-}
-
-.column {
-  display: flex;
-  flex-grow: 1;
-  margin-left: 4em;
-  margin-right: 4em;
-  flex-direction: column;
-  row-gap: 8px;
-  width: 100%;
-}
-
-.column h3 {
-  font-weight: 700;
-  font-size: 14px;
-  text-transform: uppercase;
-  color: var(--overlay-0);
-}
-
-.roster-title {
-  display: flex;
-  gap: 0.5em;
-}
-
-emph.aside.date {
-  font-size: 14px;
-  vertical-align: middle;
-}
-</style>
diff --git a/availabili.tf/src/views/ScheduleView.vue b/availabili.tf/src/views/ScheduleView.vue
index 0e0e31c..5c67d73 100644
--- a/availabili.tf/src/views/ScheduleView.vue
+++ b/availabili.tf/src/views/ScheduleView.vue
@@ -1,6 +1,5 @@
 <script setup lang="ts">
 import AvailabilityGrid from "../components/AvailabilityGrid.vue";
-import AvailabilityComboBox from "../components/AvailabilityComboBox.vue";
 import WeekSelectionBox from "../components/WeekSelectionBox.vue";
 import SchedulePlayerList from "../components/SchedulePlayerList.vue";
 import { computed, onMounted, reactive, ref, watch } from "vue";
@@ -62,7 +61,7 @@ onMounted(() => {
       options.value = Object.values(teamsList.teams);
 
       // select team with id in query parameter if exists
-      const queryTeam = teamsList.teams.find(x => x.id == route.query.teamId);
+      const queryTeam = teamsList.teams.find(x => x.id == Number(route.query.teamId));
       if (queryTeam) {
         selectedTeam.value = queryTeam;
         schedule.team = queryTeam;
diff --git a/availabili.tf/src/views/TeamDetailsView.vue b/availabili.tf/src/views/TeamDetailsView.vue
index ec8a67d..3e3a951 100644
--- a/availabili.tf/src/views/TeamDetailsView.vue
+++ b/availabili.tf/src/views/TeamDetailsView.vue
@@ -76,11 +76,11 @@ onMounted(() => {
           <EventList :events="events" :team-context="team" />
           <h2 id="recent-matches-header">
             Recent Matches
-            <RouterLink class="button" to="/">
+            <!--RouterLink class="button" to="/">
               <button class="icon" v-tooltip="'View all'">
                 <i class="bi bi-arrow-right-circle-fill"></i>
               </button>
-            </RouterLink>
+            </RouterLink-->
           </h2>
           <em class="subtext" v-if="true">No recent matches.</em>
           <MatchCard v-else />
diff --git a/availabili.tf/src/views/TeamSettings/IntegrationsView.vue b/availabili.tf/src/views/TeamSettings/IntegrationsView.vue
index 586c4dd..cc84a58 100644
--- a/availabili.tf/src/views/TeamSettings/IntegrationsView.vue
+++ b/availabili.tf/src/views/TeamSettings/IntegrationsView.vue
@@ -1,12 +1,11 @@
 <script setup lang="ts">
 import DiscordIntegrationForm from "@/components/DiscordIntegrationForm.vue";
-import IntegrationDetails from "@/components/IntegrationDetails.vue";
 import LoaderContainer from "@/components/LoaderContainer.vue";
 import LogsTfIntegrationForm from "@/components/LogsTfIntegrationForm.vue";
 import { useTeamDetails } from "@/composables/team-details";
 import { useTeamsStore } from "@/stores/teams";
 import { useIntegrationsStore } from "@/stores/teams/integrations";
-import { computed, onMounted, ref } from "vue";
+import { onMounted, ref } from "vue";
 
 const teamsStore = useTeamsStore();
 const integrationsStore = useIntegrationsStore();
diff --git a/availabili.tf/tsconfig.json b/availabili.tf/tsconfig.json
index 100cf6a..d7826cc 100644
--- a/availabili.tf/tsconfig.json
+++ b/availabili.tf/tsconfig.json
@@ -10,5 +10,8 @@
     {
       "path": "./tsconfig.vitest.json"
     }
-  ]
+  ],
+  "compilerOptions": {
+    "allowImportingTsExtensions": true
+  }
 }
diff --git a/backend-flask/Dockerfile.dev b/backend-flask/Dockerfile.dev
new file mode 100644
index 0000000..f58e9e7
--- /dev/null
+++ b/backend-flask/Dockerfile.dev
@@ -0,0 +1,19 @@
+# Use an official Python runtime as a parent image
+FROM python:3.12-slim
+
+COPY requirements.txt /
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . /app
+WORKDIR /app
+
+# Expose the Flask development server port
+EXPOSE 5000
+
+# Set the Flask environment to development
+ENV FLASK_APP=app.py
+ENV FLASK_ENV=development
+
+# Command to run the Flask application
+CMD ["flask", "run", "--host=0.0.0.0", "--port=5000", "--debug"]
diff --git a/backend-flask/app.py b/backend-flask/app.py
index 5b8097d..93cf07c 100644
--- a/backend-flask/app.py
+++ b/backend-flask/app.py
@@ -1,4 +1,5 @@
 from flask import Blueprint, make_response, request
+import flask_migrate
 
 from app_db import app, connect_celery_with_app, connect_db_with_app
 import login
@@ -9,7 +10,7 @@ import user
 import events
 import match
 
-connect_db_with_app()
+connect_db_with_app(None)
 connect_celery_with_app()
 
 api = Blueprint("api", __name__, url_prefix="/api")
diff --git a/backend-flask/app_db.py b/backend-flask/app_db.py
index 19add30..5bdf231 100644
--- a/backend-flask/app_db.py
+++ b/backend-flask/app_db.py
@@ -16,7 +16,10 @@ convention = {
     "pk": "pk_%(table_name)s"
 }
 
-def connect_db_with_app(database_uri = "sqlite:///db.sqlite3", include_migrate=True):
+def connect_db_with_app(database_uri: str | None, include_migrate=True):
+    database_uri = database_uri or environ.get("DATABASE_URI")
+    if not database_uri:
+        raise ValueError("Database URI is not provided")
     print("Connecting to database: " + database_uri)
     app.config["SQLALCHEMY_DATABASE_URI"] = database_uri
     db.init_app(app)
@@ -24,9 +27,11 @@ def connect_db_with_app(database_uri = "sqlite:///db.sqlite3", include_migrate=T
         migrate.init_app(app, db)
     with app.app_context():
         print("Running dialect: " + db.engine.dialect.name)
-    import models.match
-    import models.team_match
-    import models.player_match
+
+    import models as _
+    if environ.get("FLASK_ENV") == "production":
+        print("Creating tables if they do not exist")
+        db.create_all()
 
 def connect_celery_with_app():
     def celery_init_app(app):
diff --git a/backend-flask/jobs/fetch_logstf.py b/backend-flask/jobs/fetch_logstf.py
index a0ccf01..89b71fb 100644
--- a/backend-flask/jobs/fetch_logstf.py
+++ b/backend-flask/jobs/fetch_logstf.py
@@ -2,7 +2,7 @@ from collections.abc import Generator
 from datetime import timedelta, datetime
 from time import sleep
 import requests
-from sqlalchemy.sql import func, update
+from sqlalchemy.sql import exists, func, select, update
 from sqlalchemy.types import DATETIME, Interval
 import app_db
 import models.match
@@ -69,39 +69,59 @@ def extract_steam_ids(players: dict[str, models.match.LogPlayer]):
 @shared_task
 def update_playtime(steam_ids: list[int]):
     # update players with playtime (recalculate through aggregation)
-    subquery = (
-        app_db.db.session.query(
-            PlayerTeam.id,
-            #func.datetime(func.sum(Match.duration), "unixepoch").label("total_playtime")
-            func.sum(Match.duration).label("total_playtime")
+    #subquery = (
+    #    app_db.db.session.query(
+    #        PlayerTeam.id,
+    #        func.sum(Match.duration).label("total_playtime")
+    #    )
+    #    .join(PlayerMatch, PlayerMatch.player_id == PlayerTeam.player_id)
+    #    .join(Match, PlayerMatch.match_id == Match.logs_tf_id)
+    #    .join(TeamMatch, TeamMatch.match_id == Match.logs_tf_id)
+    #    .where(PlayerTeam.player_id.in_(steam_ids))
+    #    .where(PlayerTeam.team_id == TeamMatch.team_id)
+    #    .group_by(PlayerTeam.id)
+    #    .subquery()
+    #)
+    steam_ids_int = list(map(lambda x: int(x), steam_ids))
+    ptp = (
+        select(
+            PlayerTeam.id.label("id"),
+            func.sum(Match.duration).label("playtime")
         )
+        .select_from(PlayerTeam)
         .join(PlayerMatch, PlayerMatch.player_id == PlayerTeam.player_id)
-        .join(TeamMatch, TeamMatch.team_id == PlayerTeam.team_id)
-        .join(Match, Match.logs_tf_id == TeamMatch.match_id)
-        .where(PlayerTeam.player_id.in_(steam_ids))
+        .join(Match, PlayerMatch.match_id == Match.logs_tf_id)
+        .join(TeamMatch, TeamMatch.match_id == Match.logs_tf_id)
+        .where(
+            PlayerTeam.player_id.in_(steam_ids_int),
+            PlayerTeam.team_id == TeamMatch.team_id
+        )
         .group_by(PlayerTeam.id)
-        .subquery()
+        .cte("ptp")
     )
 
-    update_query = app_db.db.session.execute(
+    stmt = (
         update(PlayerTeam)
-        .where(PlayerTeam.id == subquery.c.id)
-        .values(playtime=subquery.c.total_playtime)
+        .values(
+            playtime=(
+                select(ptp.c.playtime)
+                .where(PlayerTeam.id == ptp.c.id)
+            )
+        )
+        .where(
+            exists(
+                select(1)
+                .select_from(ptp)
+                .where(PlayerTeam.id == ptp.c.id)
+            )
+        )
     )
 
+    app_db.db.session.execute(stmt)
+    app_db.db.session.commit()
 
-def get_common_teams(steam_ids: list[int]):
-    #aggregate_func = None
-
-    #with app_db.app.app_context():
-    #    if app_db.db.engine.name == "postgresql":
-    #        aggregate_func = func.array_agg(PlayerTeam.player_id)
-    #    else:
-    #        aggregate_func = func.group_concat(PlayerTeam.player_id, ",")
-
-    #if aggregate_func is None:
-    #    raise NotImplementedError("Unsupported database engine")
 
+def get_common_teams(steam_ids: list[str]):
     return (
         app_db.db.session.query(
             PlayerTeam.team_id,
@@ -198,7 +218,7 @@ def transform(
                 yield team_match
 
     #app_db.db.session.flush()
-    update_playtime.delay(list(map(lambda x: x.steam_id, players)))
+    update_playtime.delay(list(map(lambda x: str(x), steam_ids)))
 
 
 @shared_task
diff --git a/backend-flask/make_celery.py b/backend-flask/make_celery.py
index bc1e403..ed7051b 100644
--- a/backend-flask/make_celery.py
+++ b/backend-flask/make_celery.py
@@ -1,6 +1,6 @@
 from app_db import connect_celery_with_app, app, connect_db_with_app
 
-connect_db_with_app("sqlite:///db.sqlite3", False)
+connect_db_with_app(None, False)
 connect_celery_with_app()
 
 celery_app = app.extensions["celery"]
diff --git a/backend-flask/models/__init__.py b/backend-flask/models/__init__.py
index e69de29..2bda38b 100644
--- a/backend-flask/models/__init__.py
+++ b/backend-flask/models/__init__.py
@@ -0,0 +1,17 @@
+from .player import *
+from .auth_session import *
+
+from .team import *
+from .team_invite import *
+from .team_integration import *
+
+from .player_team import *
+from .player_team_availability import *
+from .player_team_role import *
+
+from .match import *
+from .player_match import *
+from .team_match import *
+
+from .event import *
+from .player_event import *
diff --git a/backend-flask/requirements.txt b/backend-flask/requirements.txt
index 379ecc8..f1d4fed 100644
--- a/backend-flask/requirements.txt
+++ b/backend-flask/requirements.txt
@@ -26,3 +26,7 @@ discord-webhook  # for sending messages to Discord webhooks
 celery[redis]
 
 Flask-Testing
+
+# for production
+gunicorn
+psycopg[binary]
diff --git a/backend-flask/team.py b/backend-flask/team.py
index 9696073..b0a34ff 100644
--- a/backend-flask/team.py
+++ b/backend-flask/team.py
@@ -107,7 +107,7 @@ def update_team(player_team: PlayerTeam, team_id: int, json: CreateTeamJson, **k
 
     return TeamSchema.from_model(team).dict(by_alias=True), 200
 
-@api_team.delete("/id/<team_id>/")
+@api_team.delete("/id/<int:team_id>/")
 @spec.validate(
     resp=Response(
         HTTP_200=None,
@@ -135,7 +135,7 @@ def delete_team(player: Player, team_id: int):
     db.session.commit()
     return make_response(200)
 
-@api_team.delete("/id/<team_id>/player/<target_player_id>/")
+@api_team.delete("/id/<int:team_id>/player/<int:target_player_id>/")
 @spec.validate(
     resp=Response(
         HTTP_200=None,
@@ -202,7 +202,7 @@ class AddPlayerJson(BaseModel):
     team_role: PlayerTeam.TeamRole = PlayerTeam.TeamRole.Player
     is_team_leader: bool = False
 
-@api_team.put("/id/<team_id>/player/<player_id>/")
+@api_team.put("/id/<int:team_id>/player/<int:player_id>/")
 @spec.validate(
     resp=Response(
         HTTP_200=None,
@@ -271,7 +271,7 @@ def view_teams(**kwargs):
         return response.dict(by_alias=True)
     abort(404)
 
-@api_team.get("/id/<team_id>/")
+@api_team.get("/id/<int:team_id>/")
 @spec.validate(
     resp=Response(
         HTTP_200=ViewTeamResponse,
@@ -321,7 +321,7 @@ class ViewTeamMembersResponse(PlayerSchema):
     created_at: datetime
     is_team_leader: bool = False
 
-@api_team.get("/id/<team_id>/players")
+@api_team.get("/id/<int:team_id>/players")
 @spec.validate(
     resp=Response(
         HTTP_200=list[ViewTeamMembersResponse],
@@ -387,7 +387,7 @@ def view_team_members(player: Player, team_id: int, **kwargs):
 class EditMemberRolesJson(BaseModel):
     roles: list[RoleSchema]
 
-@api_team.patch("/id/<team_id>/edit-player/<target_player_id>")
+@api_team.patch("/id/<int:team_id>/edit-player/<int:target_player_id>")
 @spec.validate(
     resp=Response(
         HTTP_204=None,
diff --git a/backend-flask/team_integration.py b/backend-flask/team_integration.py
index 212024d..b4a2121 100644
--- a/backend-flask/team_integration.py
+++ b/backend-flask/team_integration.py
@@ -11,7 +11,7 @@ from app_db import db
 
 api_team_integration = Blueprint("team_integration", __name__)
 
-@api_team_integration.get("/id/<team_id>/integrations")
+@api_team_integration.get("/id/<int:team_id>/integrations")
 @spec.validate(
     resp=Response(
         HTTP_200=TeamIntegrationSchema,
@@ -32,7 +32,7 @@ def get_integrations(player_team: PlayerTeam, **_):
 
     return team.get_integrations().dict(by_alias=True)
 
-@api_team_integration.put("/id/<team_id>/integrations")
+@api_team_integration.put("/id/<int:team_id>/integrations")
 @spec.validate(
     resp=Response(
         HTTP_200=TeamIntegrationSchema,
diff --git a/backend-flask/team_invite.py b/backend-flask/team_invite.py
index 5cee2a3..3517896 100644
--- a/backend-flask/team_invite.py
+++ b/backend-flask/team_invite.py
@@ -13,7 +13,7 @@ from spec import BaseModel, spec
 
 api_team_invite = Blueprint("team_invite", __name__)
 
-@api_team_invite.get("/id/<team_id>/invite")
+@api_team_invite.get("/id/<int:team_id>/invite")
 @spec.validate(
     resp=Response(
         HTTP_200=list[TeamInviteSchema],
@@ -39,7 +39,7 @@ def get_invites(team_id: int, **_):
 
     return list(map(map_invite_to_schema, invites)), 200
 
-@api_team_invite.post("/id/<team_id>/invite")
+@api_team_invite.post("/id/<int:team_id>/invite")
 @spec.validate(
     resp=Response(
         HTTP_200=TeamInviteSchema,
@@ -124,7 +124,7 @@ def consume_invite(player: Player, key: str, **_):
 
     return ConsumeInviteResponse(team_id=team_id).dict(by_alias=True), 200
 
-@api_team_invite.delete("/id/<team_id>/invite/<key>")
+@api_team_invite.delete("/id/<int:team_id>/invite/<key>")
 @spec.validate(
     resp=Response(
         HTTP_204=None,
diff --git a/docker-compose.prod.yml b/docker-compose.prod.yml
new file mode 100644
index 0000000..f58ca31
--- /dev/null
+++ b/docker-compose.prod.yml
@@ -0,0 +1,102 @@
+version: '3.9'
+
+services:
+  db:
+    container_name: db
+    image: postgres
+    ports:
+      - 5432:5432
+    networks:
+      - prod-network
+    environment:
+      POSTGRES_USER: postgres
+      POSTGRES_PASSWORD: password
+      POSTGRES_DB: availabilitf
+    volumes:
+      - db-data:/var/lib/postgres/data
+      - /var/log/postgres/logs:/var/lib/postgres/logs
+    restart: unless-stopped
+    command: ["postgres", "-c", "logging_collector=on", "-c", "log_directory=/var/lib/postgresql/logs", "-c", "log_filename=postgresql.log", "-c", "log_statement=all"]
+
+  # Flask service
+  backend:
+    container_name: backend
+    command: ["gunicorn", "-w", "4", "app:app", "-b", "0.0.0.0:5000"]
+    image: backend-flask-production
+    ports:
+      - 5000:5000
+    build:
+      context: ./backend-flask
+    volumes:
+      - ./backend-flask:/app
+    networks:
+      - prod-network
+    environment:
+      - FLASK_DEBUG=0
+      - FLASK_CELERY_BROKER_URL=redis://redis:6379/0
+      - FLASK_CELERY_RESULT_BACKEND=redis://redis:6379/0
+      - DATABASE_URI=postgresql+psycopg://postgres:password@db:5432/availabilitf
+    depends_on:
+      - redis
+      - db
+
+  # ETL job (runs with the same source as the backend)
+  celery-worker:
+    container_name: worker
+    command: celery -A make_celery.celery_app worker --loglevel=info --concurrency=1
+    environment:
+      - CELERY_BROKER_URL=redis://redis:6379/0
+      - CELERY_RESULT_BACKEND=redis://redis:6379/0
+      - DATABASE_URI=postgresql+psycopg://db:5432
+    image: backend-flask-production
+    volumes:
+      - ./backend-flask:/app
+    networks:
+      - prod-network
+    depends_on:
+      - redis
+      - db
+
+  # message broker
+  redis:
+    image: redis:alpine
+    container_name: redis
+    networks:
+      - prod-network
+    ports:
+      - 6379:6379
+
+  # Vue + Vite service
+  frontend:
+    container_name: frontend
+    build:
+      context: ./availabili.tf
+      dockerfile: Dockerfile.prod
+    ports:
+      - 8001:8000
+    #environment:
+    #  VITE_API_URL: http://localhost:8000  # API endpoint
+    #volumes:
+    #  - ./availabili.tf:/app
+    networks:
+      - prod-network
+
+  # NGINX service
+  nginx:
+    image: nginx:latest
+    ports:
+      - "8000:80"
+    volumes:
+      - ./nginx/production.conf:/etc/nginx/nginx.conf
+    depends_on:
+      - backend
+      - frontend
+    networks:
+      - prod-network
+
+networks:
+  prod-network:
+    driver: bridge
+
+volumes:
+  db-data:
diff --git a/docker-compose.yml b/docker-compose.yml
index 2001fb3..43091e6 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -15,6 +15,7 @@ services:
       - FLASK_DEBUG=1
       - FLASK_CELERY_BROKER_URL=redis://redis:6379/0
       - FLASK_CELERY_RESULT_BACKEND=redis://redis:6379/0
+      - DATABASE_URI=sqlite:///db.sqlite3
     depends_on:
       - redis
 
@@ -25,6 +26,7 @@ services:
     environment:
       - CELERY_BROKER_URL=redis://redis:6379/0
       - CELERY_RESULT_BACKEND=redis://redis:6379/0
+      - DATABASE_URI=sqlite:///db.sqlite3
     image: backend-flask
     volumes:
       - ./backend-flask:/app
diff --git a/nginx/production.conf b/nginx/production.conf
new file mode 100644
index 0000000..1932ae0
--- /dev/null
+++ b/nginx/production.conf
@@ -0,0 +1,30 @@
+events {
+    worker_connections 1024;
+}
+
+http {
+    server {
+        listen 80;
+
+        # Proxy for the Vite frontend
+        location / {
+            proxy_pass http://frontend:80;
+            proxy_set_header Host $host;
+
+            proxy_http_version 1.1;
+            proxy_set_header Upgrade $http_upgrade;
+            proxy_set_header Connection "upgrade";
+        }
+
+        # Proxy for the Flask backend API
+        location /api/ {
+            proxy_pass http://backend:5000;
+            proxy_set_header Host $host;
+        }
+
+        location /apidoc/ {
+            proxy_pass http://backend:5000;
+            proxy_set_header Host $host;
+        }
+    }
+}