diff --git a/README.md b/README.md
index d51be096..1c9832d0 100644
--- a/README.md
+++ b/README.md
@@ -66,6 +66,7 @@ Native Playwright HTML reports are great for local debugging — but they're eph
 
 ```bash
 # Linux / macOS
+mkdir -p .data && chown -R 1001:1001 .data # the container runs as non-root UID 1001
 docker run -p 3000:3000 -v $(pwd)/.data:/app/.data phenx/piwitests-server:latest
 ```
 
@@ -76,6 +77,8 @@ docker run -p 3000:3000 -v ${PWD}/.data:/app/.data phenx/piwitests-server:latest
 
 Visit `http://localhost:3000`. A [`docker-compose.yml`](./docker-compose.yml) is also included.
 
+> **Linux hosts:** the container runs as non-root UID 1001, so without the `chown` above, Docker auto-creates `.data` owned by `root` and the container can't write to it. Windows and macOS (Docker Desktop) don't need this step. See [Troubleshooting](./DOCKER.md#troubleshooting) if you hit a permission error.
+
 > **Production tip:** set `PIWI_SECRET_KEY` (any long random string) so credentials you store in the dashboard — AI API keys, SCM tokens — are encrypted at rest. Generate one with `node -e "console.log(require('node:crypto').randomBytes(32).toString('hex'))"`. See the [deployment guide](https://piwitests.github.io/deployment).
 
 **2. Add the reporter to your test project**
diff --git a/application/app/components/cluster/ClusterTestEvidence.vue b/application/app/components/cluster/ClusterTestEvidence.vue
index a1ccb45f..68b0a187 100644
--- a/application/app/components/cluster/ClusterTestEvidence.vue
+++ b/application/app/components/cluster/ClusterTestEvidence.vue
@@ -232,7 +232,10 @@ const evidenceChips = computed(() => {
       >
         <div class="overflow-x-auto max-h-72">
           <TestSourceStack v-if="caseDetail.testSourceFrames?.length" :frames="caseDetail.testSourceFrames" />
-          <MarkdownPreview v-else-if="caseDetail.testSource" :text="'```typescript\n' + caseDetail.testSource + '\n```'" />
+          <MarkdownPreview
+            v-else-if="caseDetail.testSource"
+            :text="'```typescript\n' + caseDetail.testSource + '\n```'"
+          />
         </div>
       </TestEvidenceSection>
 
diff --git a/application/app/components/layout/GetStartedWizard.vue b/application/app/components/layout/GetStartedWizard.vue
index 2946585c..3549e3a9 100644
--- a/application/app/components/layout/GetStartedWizard.vue
+++ b/application/app/components/layout/GetStartedWizard.vue
@@ -1,12 +1,17 @@
 <script setup lang="ts">
 import { docsUrl } from '#shared/docs';
 
+const config = useRuntimeConfig();
+const authEnabled = computed(() => !!config.public.authEnabled);
+
 // Reflect the actual dashboard URL so the generated config snippet is correct
 const serverUrl = ref('http://localhost:3000');
 onMounted(() => {
   serverUrl.value = window.location.origin;
 });
 
+const apiKeyLine = computed(() => (authEnabled.value ? `\n      apiKey: process.env.PIWI_API_KEY,` : ''));
+
 const configCode = computed(
   () => `import { defineConfig } from '@playwright/test'
 
@@ -15,7 +20,7 @@ export default defineConfig({
     ['list'],
     ['@piwitests/reporter', {
       serverUrl: '${serverUrl.value}',
-      projectName: 'my-project',
+      projectName: 'my-project',${apiKeyLine.value}
     }],
   ],
   use: {
@@ -37,7 +42,7 @@ export default PiwiDashboard.wrapConfig(
   }),
   {
     serverUrl: '${serverUrl.value}',
-    projectName: 'my-project',
+    projectName: 'my-project',${apiKeyLine.value}
   },
 )`,
 );
@@ -65,40 +70,60 @@ import { extendPiwiFixtures } from '@piwitests/reporter'
 export const test = extendPiwiFixtures(base)
 export { expect } from '@playwright/test'`;
 
-const steps = computed(() => [
-  {
-    id: 1,
-    title: 'Start the dashboard',
-    description: "You're already here — the dashboard is running.",
-    done: true,
-    code: null as string | null,
-    lang: undefined as string | undefined,
-  },
-  {
-    id: 2,
-    title: 'Install the reporter',
-    description: 'Add the Piwi reporter to your Playwright project.',
-    done: false,
-    code: 'npm install --save-dev @piwitests/reporter',
-    lang: 'bash',
-  },
-  {
-    id: 3,
-    title: 'Configure Playwright',
-    description: 'Add the reporter to your playwright.config.ts.',
-    done: false,
-    code: configCode.value,
-    lang: 'typescript',
-  },
-  {
-    id: 4,
-    title: 'Run your tests',
-    description: 'Results appear in the dashboard automatically. The project is created on first submit.',
-    done: false,
-    code: 'npx playwright test',
-    lang: 'bash',
-  },
-]);
+interface WizardStep {
+  title: string;
+  description: string;
+  done?: boolean;
+  code?: string | null;
+  lang?: string;
+  /** Renders an inline call-to-action instead of (or alongside) a code block. */
+  action?: 'create-api-key';
+}
+
+const steps = computed<Array<WizardStep & { id: number }>>(() => {
+  const list: WizardStep[] = [
+    {
+      title: 'Start the dashboard',
+      description: "You're already here — the dashboard is running.",
+      done: true,
+    },
+    {
+      title: 'Install the reporter',
+      description: 'Add the Piwi reporter to your Playwright project.',
+      code: 'npm install --save-dev @piwitests/reporter',
+      lang: 'bash',
+    },
+  ];
+
+  if (authEnabled.value) {
+    list.push({
+      title: 'Create an API key',
+      description:
+        'Authentication is enabled on this instance, so the reporter needs a key to submit results. Create one, then set it as PIWI_API_KEY in your CI secrets (used by the snippet below).',
+      action: 'create-api-key',
+    });
+  }
+
+  list.push(
+    {
+      title: 'Configure Playwright',
+      description: 'Add the reporter to your playwright.config.ts.',
+      code: configCode.value,
+      lang: 'typescript',
+    },
+    {
+      title: 'Run your tests',
+      description: 'Results appear in the dashboard automatically. The project is created on first submit.',
+      code: 'npx playwright test',
+      lang: 'bash',
+    },
+  );
+
+  return list.map((step, index) => ({ id: index + 1, ...step }));
+});
+
+const STEP_COUNT_WORDS = ['zero', 'one', 'two', 'three', 'four', 'five', 'six'];
+const stepCountWord = computed(() => STEP_COUNT_WORDS[steps.value.length] ?? String(steps.value.length));
 
 const goFurtherOpen = ref(false);
 </script>
@@ -114,7 +139,7 @@ const goFurtherOpen = ref(false);
           <h2 class="text-xl font-semibold inline-flex items-center gap-1">
             Get started in 60 seconds <HelpHint topic="home.get-started" />
           </h2>
-          <p class="text-sm text-gray-500 dark:text-gray-400">Send your first test run in four steps</p>
+          <p class="text-sm text-gray-500 dark:text-gray-400">Send your first test run in {{ stepCountWord }} steps</p>
         </div>
       </div>
     </template>
@@ -144,6 +169,15 @@ const goFurtherOpen = ref(false);
             <UBadge v-if="step.done" color="success" variant="subtle" size="xs">Done</UBadge>
           </div>
           <p class="text-sm text-gray-600 dark:text-gray-400 mb-3">{{ step.description }}</p>
+          <UButton
+            v-if="step.action === 'create-api-key'"
+            to="/settings/users"
+            icon="i-lucide-key-round"
+            size="sm"
+            variant="soft"
+          >
+            Create an API key
+          </UButton>
           <CodeBlock v-if="step.code" :code="step.code" :lang="step.lang" />
         </div>
       </div>
@@ -174,7 +208,7 @@ const goFurtherOpen = ref(false);
               auto-injects the reporter and chains the global setup in one call. It also registers the run on the
               dashboard <em>before</em> your
               <code class="text-xs bg-gray-100 dark:bg-gray-800 px-1 py-0.5 rounded">globalSetup</code> runs, so the
-              dashboard shows an initialising state during setup.
+              dashboard shows an initializing state during setup.
             </p>
             <CodeBlock :code="wrapConfigCode" lang="typescript" />
           </div>
diff --git a/application/app/components/test-case/TestCaseAiCard.vue b/application/app/components/test-case/TestCaseAiCard.vue
index f89eb990..da3f1ea0 100644
--- a/application/app/components/test-case/TestCaseAiCard.vue
+++ b/application/app/components/test-case/TestCaseAiCard.vue
@@ -139,10 +139,15 @@ const showResult = computed(
   () => diagnosis.value && (diagnosis.value.status === 'completed' || diagnosis.value.status === 'failed'),
 );
 const showDiagnoseButton = computed(
-  () => !diagnosis.value || diagnosis.value.status === 'failed' || (diagnosis.value.status === 'running' && isStale(diagnosis.value)),
+  () =>
+    !diagnosis.value ||
+    diagnosis.value.status === 'failed' ||
+    (diagnosis.value.status === 'running' && isStale(diagnosis.value)),
 );
 /** A fresh 'running' row: a diagnosis is genuinely in flight (this or another session). */
-const showRunning = computed(() => diagnosis.value?.status === 'running' && !isStale(diagnosis.value) && !posting.value);
+const showRunning = computed(
+  () => diagnosis.value?.status === 'running' && !isStale(diagnosis.value) && !posting.value,
+);
 </script>
 
 <template>
diff --git a/application/app/components/test-case/TestCaseVerdictCard.vue b/application/app/components/test-case/TestCaseVerdictCard.vue
index c8a76754..a9123953 100644
--- a/application/app/components/test-case/TestCaseVerdictCard.vue
+++ b/application/app/components/test-case/TestCaseVerdictCard.vue
@@ -141,7 +141,9 @@ const squareClass = (status: string) => ({
               </NuxtLink>
               ({{ formatRelativeTime(verdict.lastPass.startTime) }}).
             </template>
-            <template v-else-if="verdict.total > 1"> No passing run in the last {{ verdict.total }} recorded. </template>
+            <template v-else-if="verdict.total > 1">
+              No passing run in the last {{ verdict.total }} recorded.
+            </template>
             <template v-else> First recorded run of this test. </template>
           </template>
           <template v-else-if="testCase?.status === 'passed'"> This execution passed. </template>
@@ -151,11 +153,7 @@ const squareClass = (status: string) => ({
         <div v-if="strip.length > 1">
           <p class="text-xs text-gray-400 mb-1">Recent runs (oldest → newest)</p>
           <div class="flex items-center gap-1 flex-wrap">
-            <UTooltip
-              v-for="point in strip"
-              :key="point.id"
-              :text="`Run #${point.runId}: ${point.status}`"
-            >
+            <UTooltip v-for="point in strip" :key="point.id" :text="`Run #${point.runId}: ${point.status}`">
               <NuxtLink
                 :to="`/test-run-cases/${point.id}`"
                 class="size-3.5 rounded-sm inline-block transition-colors"
diff --git a/application/app/components/test-case/TestSourceStack.vue b/application/app/components/test-case/TestSourceStack.vue
index 02cccce4..45223973 100644
--- a/application/app/components/test-case/TestSourceStack.vue
+++ b/application/app/components/test-case/TestSourceStack.vue
@@ -20,7 +20,11 @@ function rows(snippet: string) {
 
 <template>
   <div class="space-y-2">
-    <div v-for="(frame, i) in frames" :key="`${frame.file}:${frame.line}:${i}`" class="rounded-lg border border-default overflow-hidden">
+    <div
+      v-for="(frame, i) in frames"
+      :key="`${frame.file}:${frame.line}:${i}`"
+      class="rounded-lg border border-default overflow-hidden"
+    >
       <div class="flex items-center gap-2 px-3 py-1.5 bg-elevated/40 border-b border-default text-xs">
         <UIcon
           :name="i === 0 ? 'i-lucide-circle-x' : 'i-lucide-corner-left-up'"
@@ -38,8 +42,14 @@ function rows(snippet: string) {
             v-for="(row, j) in rows(frame.snippet)"
             :key="j"
             class="px-3 whitespace-pre"
-            :class="row.failing ? 'bg-red-50 dark:bg-red-950/30 text-red-700 dark:text-red-300 font-medium' : 'text-gray-600 dark:text-gray-400'"
-          >{{ row.text }}</div>
+            :class="
+              row.failing
+                ? 'bg-red-50 dark:bg-red-950/30 text-red-700 dark:text-red-300 font-medium'
+                : 'text-gray-600 dark:text-gray-400'
+            "
+          >
+            {{ row.text }}
+          </div>
         </div>
       </div>
     </div>
diff --git a/application/app/demo/db.client.ts b/application/app/demo/db.client.ts
index 9575f8a0..aed9f2ef 100644
--- a/application/app/demo/db.client.ts
+++ b/application/app/demo/db.client.ts
@@ -219,7 +219,7 @@ async function initialize(): Promise<void> {
 }
 
 /**
- * Returns the singleton in-browser Drizzle instance, initialising it on
+ * Returns the singleton in-browser Drizzle instance, initializing it on
  * first call (fetching the seed SQL and opening IndexedDB).
  */
 export async function getDemoDb(): Promise<DemoDB> {
diff --git a/application/app/pages/docs.vue b/application/app/pages/docs.vue
index 8baf5459..a200ebe1 100644
--- a/application/app/pages/docs.vue
+++ b/application/app/pages/docs.vue
@@ -4,15 +4,25 @@ const isDemo = config.public.demoMode;
 const specUrl = isDemo ? '/demo/_openapi.json' : '/_openapi.json';
 const container = ref<HTMLDivElement>();
 
+// The interactive reference is loaded from a CDN; a restricted/offline network
+// must fall back to a plain link to the raw spec instead of a blank page.
+const status = ref<'loading' | 'ready' | 'error'>('loading');
+const SCRIPT_TIMEOUT_MS = 8000;
+
 useHead({
   title: 'API Reference — Piwi Dashboard',
 });
 
-onMounted(async () => {
+onMounted(() => {
+  const timeout = setTimeout(() => {
+    if (status.value === 'loading') status.value = 'error';
+  }, SCRIPT_TIMEOUT_MS);
+
   const script = document.createElement('script');
   script.src = 'https://cdn.jsdelivr.net/npm/@scalar/api-reference';
   script.async = true;
   script.onload = () => {
+    clearTimeout(timeout);
     const S = (window as unknown as Record<string, unknown>).Scalar as
       | { createApiReference: (element: HTMLElement, config: Record<string, unknown>) => void }
       | undefined;
@@ -27,15 +37,31 @@ onMounted(async () => {
             'REST API for storing and querying Playwright test results, traces, failure diagnoses, and project statistics.',
         },
       });
+      status.value = 'ready';
+    } else {
+      status.value = 'error';
     }
   };
+  script.onerror = () => {
+    clearTimeout(timeout);
+    status.value = 'error';
+  };
   document.head.appendChild(script);
 });
 </script>
 
 <template>
   <ClientOnly>
-    <div ref="container" class="scalar-container" />
+    <div v-if="status === 'error'" class="flex flex-col items-center justify-center h-screen gap-3 text-center px-4">
+      <UIcon name="i-lucide-circle-alert" class="size-6 text-red-400" />
+      <p class="text-sm text-gray-400 max-w-sm">
+        Couldn't load the interactive API reference (it's fetched from a CDN, which may be unreachable on this network).
+      </p>
+      <UButton :to="specUrl" target="_blank" size="sm" variant="outline" icon="i-lucide-file-json">
+        View the raw OpenAPI spec
+      </UButton>
+    </div>
+    <div v-show="status !== 'error'" ref="container" class="scalar-container" />
     <template #fallback>
       <div class="flex items-center justify-center h-screen text-gray-400">Loading API reference...</div>
     </template>
diff --git a/application/app/pages/index.vue b/application/app/pages/index.vue
index c747d1a7..c68fe184 100644
--- a/application/app/pages/index.vue
+++ b/application/app/pages/index.vue
@@ -1,16 +1,34 @@
 <script setup lang="ts">
 import type { HomeFilterState } from '~/components/home/HomeFilters.vue';
 import type { ProjectOverview, TestRunForChart } from '~~/types/api';
+import { errorMessage } from '~/utils';
 
 useHead({ title: 'Piwi Dashboard' });
 
-const { data: overview, refresh: refreshOverview } = await useFetch<ProjectOverview[]>('/api/projects/overview', {
+const {
+  data: overview,
+  error: overviewError,
+  refresh: refreshOverview,
+} = await useFetch<ProjectOverview[]>('/api/projects/overview', {
   default: () => [] as ProjectOverview[],
 });
-const { data: recentTestRuns, refresh: refreshRecentRuns } = await useFetch<TestRunForChart[]>('/api/test-runs/recent');
+const {
+  data: recentTestRuns,
+  error: recentRunsError,
+  refresh: refreshRecentRuns,
+} = await useFetch<TestRunForChart[]>('/api/test-runs/recent');
 
 useRunStream(() => Promise.all([refreshOverview(), refreshRecentRuns()]));
 
+// A failed load must never be mistaken for "no projects yet" — that would
+// render the onboarding wizard over what's actually a broken DB/API.
+const loadError = computed(() => overviewError.value || recentRunsError.value);
+
+function retryLoad(): void {
+  refreshOverview();
+  refreshRecentRuns();
+}
+
 // ── Filters (persisted to cookie, SSR-safe — no hydration flicker) ───────────
 
 const filters = useCookie<HomeFilterState>('piwi-home-filters', {
@@ -116,6 +134,20 @@ const hasMoreActivity = computed(() => allActivity.value.length > ACTIVITY_PREVI
 const hasActivity = computed(() => filteredRecentRuns.value.length > 0);
 const hasProjects = computed(() => (overview.value?.length ?? 0) > 0);
 
+// Runs that exist (within the environment filter) but are hidden by "Full runs
+// only" — without this, a project's very first (partial) run reads as if
+// nothing arrived: 0 runs today, no recent activity, "No full runs" everywhere.
+const hiddenPartialRunsCount = computed(() => {
+  if (!filters.value.fullRunsOnly) return 0;
+  const runs = recentTestRuns.value ?? [];
+  const envScoped = runs.filter((r) => matchesEnv(r.environment));
+  return envScoped.filter((r) => !r.isFullRun).length;
+});
+
+function showPartialRuns(): void {
+  filters.value = { ...filters.value, fullRunsOnly: false };
+}
+
 // ── Pass rate helper (for activity list) ─────────────────────────────────────
 
 function passRate(run: { passedTests: number; totalTests: number }): number {
@@ -185,7 +217,33 @@ const featureHighlights = [
     </template>
 
     <template #body>
-      <div class="p-6 space-y-8">
+      <div v-if="loadError" class="p-6">
+        <ErrorState :text="`Couldn't load the dashboard: ${errorMessage(loadError)}`">
+          <template #action>
+            <UButton size="sm" color="neutral" variant="outline" icon="i-lucide-refresh-cw" @click="retryLoad">
+              Retry
+            </UButton>
+          </template>
+        </ErrorState>
+      </div>
+
+      <div v-else class="p-6 space-y-8">
+        <!-- Partial runs hidden by the "Full runs only" filter — without this, a
+             project's first (partial) run reads as if nothing arrived. -->
+        <UAlert
+          v-if="hiddenPartialRunsCount > 0"
+          icon="i-lucide-info"
+          color="primary"
+          variant="subtle"
+          :title="
+            hiddenPartialRunsCount === 1
+              ? '1 partial run is hidden'
+              : `${hiddenPartialRunsCount} partial runs are hidden`
+          "
+          description="The “Full runs only” filter hides runs that only cover part of the suite (e.g. a single spec or --grep)."
+          :actions="[{ label: 'Show them', color: 'primary', variant: 'solid', size: 'xs', onClick: showPartialRuns }]"
+        />
+
         <!-- Compact stat strip (full-run-aware) -->
         <div
           v-if="hasProjects"
@@ -296,8 +354,10 @@ const featureHighlights = [
           <p>No runs match the current filters.</p>
         </div>
 
-        <!-- Empty state: feature highlights + setup wizard -->
+        <!-- Empty state: setup wizard first (the actionable step), feature highlights after -->
         <template v-if="!hasProjects">
+          <GetStartedWizard />
+
           <div class="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-4 gap-4">
             <UCard v-for="feature in featureHighlights" :key="feature.title" class="flex flex-col">
               <div class="flex flex-col gap-3 h-full">
@@ -312,8 +372,6 @@ const featureHighlights = [
               </div>
             </UCard>
           </div>
-
-          <GetStartedWizard />
         </template>
       </div>
     </template>
diff --git a/application/app/pages/login.vue b/application/app/pages/login.vue
index 8df5b8c2..43a8e17f 100644
--- a/application/app/pages/login.vue
+++ b/application/app/pages/login.vue
@@ -13,6 +13,67 @@ const state = reactive({
 const loading = ref(false);
 const error = ref('');
 
+// Fresh instance with auth enabled and zero users: the login form can never
+// succeed, so show a first-admin setup form instead (mirrors the documented
+// `POST /api/auth/setup` curl flow, but reachable from the UI).
+const needsSetup = ref<boolean | null>(null);
+const setupState = reactive({
+  username: '',
+  password: '',
+  confirmPassword: '',
+  name: '',
+});
+const setupLoading = ref(false);
+const setupError = ref('');
+
+onMounted(async () => {
+  if (config.public.demoMode) {
+    needsSetup.value = false;
+    return;
+  }
+  try {
+    const status = await $fetch<{ needsSetup: boolean }>('/api/auth/setup');
+    needsSetup.value = status.needsSetup;
+  } catch {
+    needsSetup.value = false;
+  }
+});
+
+async function handleSetup() {
+  if (!setupState.username || !setupState.password) {
+    setupError.value = 'Please choose a username and password';
+    return;
+  }
+  if (setupState.password !== setupState.confirmPassword) {
+    setupError.value = 'Passwords do not match';
+    return;
+  }
+
+  setupLoading.value = true;
+  setupError.value = '';
+
+  try {
+    await $fetch('/api/auth/setup', {
+      method: 'POST',
+      body: {
+        username: setupState.username,
+        password: setupState.password,
+        name: setupState.name || undefined,
+      },
+    });
+    await login(setupState.username, setupState.password);
+    toast.add({ title: 'Admin account created', description: "You're signed in.", color: 'success' });
+    router.push('/');
+  } catch (err: unknown) {
+    const errorMessage =
+      err && typeof err === 'object' && 'data' in err ? (err.data as { message?: string })?.message : undefined;
+    setupError.value = errorMessage || 'Failed to create the admin account';
+    toast.add({ title: 'Setup failed', description: setupError.value, color: 'error' });
+  } finally {
+    setupLoading.value = false;
+  }
+}
+
 const oauthProviders = computed(() => {
   if (config.public.demoMode) return [];
   return (config.public.oauthProviders as string[]) || [];
@@ -81,7 +142,70 @@ definePageMeta({
   <div class="min-h-screen flex flex-col items-center justify-center bg-elevated/50 gap-6 px-4">
     <img src="/logo-wide.svg" alt="Piwi Dashboard" class="h-16 rounded-xl" />
 
-    <UCard class="w-full max-w-md">
+    <UCard v-if="needsSetup === null" class="w-full max-w-md">
+      <LoadingState text="Loading…" />
+    </UCard>
+
+    <UCard v-else-if="needsSetup" class="w-full max-w-md">
+      <template #header>
+        <h1 class="text-xl font-semibold">Create the first admin account</h1>
+        <p class="text-sm text-muted mt-1">
+          Authentication is enabled and no accounts exist yet. Create the administrator account to sign in.
+        </p>
+      </template>
+
+      <UAlert v-if="setupError" color="error" :title="setupError" variant="subtle" class="mb-4" />
+
+      <form class="space-y-4" @submit.prevent="handleSetup">
+        <UFormField label="Username" name="username" required>
+          <UInput
+            v-model="setupState.username"
+            type="text"
+            placeholder="Choose a username"
+            autocomplete="username"
+            :disabled="setupLoading"
+            class="w-full"
+          />
+        </UFormField>
+
+        <UFormField label="Name" name="name">
+          <UInput
+            v-model="setupState.name"
+            type="text"
+            placeholder="Administrator (optional)"
+            autocomplete="name"
+            :disabled="setupLoading"
+            class="w-full"
+          />
+        </UFormField>
+
+        <UFormField label="Password" name="password" required>
+          <UInput
+            v-model="setupState.password"
+            type="password"
+            placeholder="Choose a password"
+            autocomplete="new-password"
+            :disabled="setupLoading"
+            class="w-full"
+          />
+        </UFormField>
+
+        <UFormField label="Confirm password" name="confirmPassword" required>
+          <UInput
+            v-model="setupState.confirmPassword"
+            type="password"
+            placeholder="Re-enter the password"
+            autocomplete="new-password"
+            :disabled="setupLoading"
+            class="w-full"
+          />
+        </UFormField>
+
+        <UButton type="submit" block :loading="setupLoading" :disabled="setupLoading"> Create admin account </UButton>
+      </form>
+    </UCard>
+
+    <UCard v-else class="w-full max-w-md">
       <template #header>
         <h1 class="text-xl font-semibold">Sign in to your account</h1>
       </template>
diff --git a/application/app/pages/projects/[id]/index.vue b/application/app/pages/projects/[id]/index.vue
index ded9e642..a974b5bf 100644
--- a/application/app/pages/projects/[id]/index.vue
+++ b/application/app/pages/projects/[id]/index.vue
@@ -868,7 +868,15 @@ const comparisonColumns: TableColumn<ComparisonRow>[] = [
                 No test runs match the selected environment filter.
               </div>
 
-              <div v-else class="text-center py-8 text-gray-500">No test runs yet for this project.</div>
+              <EmptyState v-else icon="i-lucide-rocket" text="No test runs yet for this project.">
+                <p class="text-xs text-gray-400 max-w-sm">
+                  Point the reporter's <code class="bg-gray-100 dark:bg-gray-800 px-1 rounded">projectName</code> at
+                  <code class="bg-gray-100 dark:bg-gray-800 px-1 rounded">{{ project?.name }}</code> to send results
+                  here — see the
+                  <DocLink to="reporter" no-icon class="text-primary hover:underline">reporter docs</DocLink> for setup
+                  instructions.
+                </p>
+              </EmptyState>
             </UCard>
           </template>
 
diff --git a/application/app/pages/projects/index.vue b/application/app/pages/projects/index.vue
index 7df8167c..aedeea1c 100644
--- a/application/app/pages/projects/index.vue
+++ b/application/app/pages/projects/index.vue
@@ -305,11 +305,21 @@ const columns: TableColumn<ProjectWithStats>[] = [
         <p class="text-sm">Try adjusting your search or filters</p>
       </div>
 
-      <div v-else class="text-center py-12 text-gray-500">
-        <p class="text-lg mb-2">No projects yet</p>
-        <p class="text-sm mb-4">Submit test results via the API, or create a project manually</p>
-        <UButton icon="i-lucide-plus" label="New project" @click="isNewProjectModalOpen = true" />
-      </div>
+      <EmptyState v-else icon="i-lucide-rocket" text="No projects yet">
+        <p class="text-xs text-gray-400 max-w-sm">
+          Projects are created automatically once the reporter submits its first run — see the
+          <NuxtLink to="/" class="text-primary hover:underline">home page</NuxtLink> for a copy-paste setup snippet, or
+          the <DocLink to="reporter" no-icon class="text-primary hover:underline">reporter docs</DocLink>.
+        </p>
+        <UButton
+          icon="i-lucide-plus"
+          label="New project"
+          variant="ghost"
+          size="sm"
+          class="mt-2"
+          @click="isNewProjectModalOpen = true"
+        />
+      </EmptyState>
     </template>
   </UDashboardPanel>
 
diff --git a/application/app/pages/settings/users.vue b/application/app/pages/settings/users.vue
index 176c8f0d..8579ecde 100644
--- a/application/app/pages/settings/users.vue
+++ b/application/app/pages/settings/users.vue
@@ -188,6 +188,18 @@ const newKeyName = ref('');
 const newKeyExpiry = ref('');
 const createdKeyValue = ref<string | null>(null);
 
+// SSR-safe origin for the ready-to-paste reporter snippet shown after creating a key
+const serverOrigin = ref('http://localhost:3000');
+onMounted(() => {
+  serverOrigin.value = window.location.origin;
+});
+const apiKeyUsageSnippet = computed(
+  () => `['@piwitests/reporter', {
+  serverUrl: '${serverOrigin.value}',
+  apiKey: '${createdKeyValue.value ?? ''}', // or set PIWI_API_KEY and use apiKey: process.env.PIWI_API_KEY
+}]`,
+);
+
 function startCreateKey() {
   newKeyName.value = '';
   newKeyExpiry.value = '';
@@ -435,6 +447,7 @@ async function handleInviteUser(user: UserDetails) {
                 variant="ghost"
                 size="sm"
                 title="Send invite email"
+                aria-label="Send invite email"
                 :loading="invitingUserId === row.original.id"
                 @click="handleInviteUser(row.original)"
               />
@@ -445,6 +458,7 @@ async function handleInviteUser(user: UserDetails) {
                 variant="ghost"
                 size="sm"
                 title="Project access"
+                aria-label="Project access"
                 @click="openProjectAccessModal(row.original)"
               />
               <UButton
@@ -454,6 +468,7 @@ async function handleInviteUser(user: UserDetails) {
                 variant="ghost"
                 size="sm"
                 title="Manage API keys"
+                aria-label="Manage API keys"
                 @click="openApiKeysModal(row.original)"
               />
               <UButton
@@ -463,6 +478,7 @@ async function handleInviteUser(user: UserDetails) {
                 variant="ghost"
                 size="sm"
                 title="Delete user"
+                aria-label="Delete user"
                 @click="handleDeleteUser(row.original)"
               />
             </div>
@@ -580,6 +596,13 @@ async function handleInviteUser(user: UserDetails) {
                 />
                 <UButton label="Done" variant="ghost" size="sm" @click="dismissCreatedKey" />
               </div>
+
+              <div>
+                <p class="text-xs font-semibold uppercase tracking-wide text-muted mb-2">
+                  Use it in your reporter config
+                </p>
+                <CodeBlock :code="apiKeyUsageSnippet" lang="typescript" />
+              </div>
             </div>
 
             <!-- Key creation form -->
diff --git a/application/app/pages/test-run-cases/[id].vue b/application/app/pages/test-run-cases/[id].vue
index 43fe6968..932ea771 100644
--- a/application/app/pages/test-run-cases/[id].vue
+++ b/application/app/pages/test-run-cases/[id].vue
@@ -475,7 +475,10 @@ provide(clusterSectionLocatorKey, {
                   </template>
                   <div class="max-h-[32rem] overflow-y-auto">
                     <TestSourceStack v-if="testCase?.testSourceFrames?.length" :frames="testCase.testSourceFrames" />
-                    <MarkdownPreview v-else-if="testCase?.testSource" :text="'```typescript\n' + testCase.testSource + '\n```'" />
+                    <MarkdownPreview
+                      v-else-if="testCase?.testSource"
+                      :text="'```typescript\n' + testCase.testSource + '\n```'"
+                    />
                   </div>
                 </CollapsibleSectionCard>
 
diff --git a/application/app/plugins/demo-fetch.client.ts b/application/app/plugins/demo-fetch.client.ts
index 53916a12..d2e5aa18 100644
--- a/application/app/plugins/demo-fetch.client.ts
+++ b/application/app/plugins/demo-fetch.client.ts
@@ -33,7 +33,7 @@ export default defineNuxtPlugin(() => {
     return;
   }
 
-  // Track whether the demo DB has finished initialising.
+  // Track whether the demo DB has finished initializing.
   // The first intercepted API call will be slow (WASM download + seed SQL).
   // Components can check this ref to show/hide a loading overlay.
   const demoReady = useState('demoReady', () => false);
diff --git a/application/nuxt.config.ts b/application/nuxt.config.ts
index 522ee862..e23b911f 100644
--- a/application/nuxt.config.ts
+++ b/application/nuxt.config.ts
@@ -94,7 +94,7 @@ export default defineNuxtConfig({
       if (process.env.PIWI_AUTH_ENABLED === 'true' && !process.env.PIWI_AUTH_SECRET) {
         throw new Error(
           'PIWI_AUTH_ENABLED is true but PIWI_AUTH_SECRET is not set. ' +
-            'Generate a secure secret with: openssl rand -hex 32',
+            "Generate one with: node -e \"console.log(require('node:crypto').randomBytes(32).toString('hex'))\"",
         );
       }
       return process.env.PIWI_AUTH_SECRET || 'default-secret-change-in-production-use-random-string';
diff --git a/application/scripts/generate-demo-seed.mjs b/application/scripts/generate-demo-seed.mjs
index cb4a8524..e7fb9462 100644
--- a/application/scripts/generate-demo-seed.mjs
+++ b/application/scripts/generate-demo-seed.mjs
@@ -488,9 +488,7 @@ function testSourceForCluster(clusterDef) {
 
 /** Format lines as a line-numbered snippet (matches the reporter's readSourceSnippet). */
 function fmtSnippet(lines, failingIdx, startLine) {
-  return lines
-    .map((l, i) => `${i === failingIdx ? '> ' : '  '}${String(startLine + i).padStart(4)} | ${l}`)
-    .join('\n');
+  return lines.map((l, i) => `${i === failingIdx ? '> ' : '  '}${String(startLine + i).padStart(4)} | ${l}`).join('\n');
 }
 
 // Multi-frame call stack for a failing case: the failing line plus the callers
diff --git a/application/server/api/auth/setup.get.ts b/application/server/api/auth/setup.get.ts
new file mode 100644
index 00000000..d982b912
--- /dev/null
+++ b/application/server/api/auth/setup.get.ts
@@ -0,0 +1,20 @@
+import { Role } from '#shared/types';
+import { isAuthEnabled, needsInitialSetup } from '../../utils/auth';
+
+const REQUIRED_ROLES: Role[] = [];
+
+defineRouteMeta({
+  openAPI: {
+    tags: ['Auth'],
+    summary: 'Initial setup status',
+    description:
+      'Reports whether the first-admin setup form should be shown — true only when auth is enabled and the users table is empty.',
+    'x-required-roles': REQUIRED_ROLES,
+    security: [],
+  },
+});
+
+export default eventHandler(async (event) => {
+  const needsSetup = isAuthEnabled(event) && (await needsInitialSetup());
+  return { needsSetup };
+});
diff --git a/application/server/api/auth/setup.post.ts b/application/server/api/auth/setup.post.ts
index bbe2c0e3..324f6772 100644
--- a/application/server/api/auth/setup.post.ts
+++ b/application/server/api/auth/setup.post.ts
@@ -1,7 +1,5 @@
 import { Role } from '#shared/types';
-import { createUser, isAuthEnabled } from '../../utils/auth';
-import { getDatabase } from '../../database';
-import { users } from '../../database/schema';
+import { createUser, isAuthEnabled, needsInitialSetup } from '../../utils/auth';
 import { z } from 'zod';
 
 const REQUIRED_ROLES: Role[] = [];
@@ -31,11 +29,7 @@ export default eventHandler(async (event) => {
     });
   }
 
-  const db = await getDatabase();
-
-  // Check if any users exist
-  const existingUsers = await db.select().from(users);
-  if (existingUsers.length > 0) {
+  if (!(await needsInitialSetup())) {
     throw createError({
       statusCode: 400,
       message: 'Users already exist. This endpoint is only for initial setup.',
diff --git a/application/server/database/migrations-pg/meta/0029_snapshot.json b/application/server/database/migrations-pg/meta/0029_snapshot.json
index f9540a97..8014ef19 100644
--- a/application/server/database/migrations-pg/meta/0029_snapshot.json
+++ b/application/server/database/migrations-pg/meta/0029_snapshot.json
@@ -73,12 +73,8 @@
           "name": "account_tokens_user_id_users_id_fk",
           "tableFrom": "account_tokens",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -164,12 +160,8 @@
           "name": "api_keys_user_id_users_id_fk",
           "tableFrom": "api_keys",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -179,9 +171,7 @@
         "api_keys_key_hash_unique": {
           "name": "api_keys_key_hash_unique",
           "nullsNotDistinct": false,
-          "columns": [
-            "key_hash"
-          ]
+          "columns": ["key_hash"]
         }
       },
       "policies": {},
@@ -340,12 +330,8 @@
           "name": "cluster_merge_suggestions_project_id_projects_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -353,12 +339,8 @@
           "name": "cluster_merge_suggestions_cluster_a_id_failure_clusters_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_a_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_a_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -366,12 +348,8 @@
           "name": "cluster_merge_suggestions_cluster_b_id_failure_clusters_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_b_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_b_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -532,12 +510,8 @@
           "name": "entity_links_test_run_id_test_runs_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -545,12 +519,8 @@
           "name": "entity_links_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -558,12 +528,8 @@
           "name": "entity_links_test_case_id_test_cases_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -571,12 +537,8 @@
           "name": "entity_links_created_by_users_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "users",
-          "columnsFrom": [
-            "created_by"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -665,12 +627,8 @@
           "name": "failure_cluster_aliases_project_id_projects_id_fk",
           "tableFrom": "failure_cluster_aliases",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -678,12 +636,8 @@
           "name": "failure_cluster_aliases_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_cluster_aliases",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -858,12 +812,8 @@
           "name": "failure_clusters_project_id_projects_id_fk",
           "tableFrom": "failure_clusters",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1035,12 +985,8 @@
           "name": "failure_diagnoses_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_diagnoses",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1048,12 +994,8 @@
           "name": "failure_diagnoses_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "failure_diagnoses",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1222,12 +1164,8 @@
           "name": "failure_diagnosis_versions_diagnosis_id_failure_diagnoses_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "failure_diagnoses",
-          "columnsFrom": [
-            "diagnosis_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["diagnosis_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1235,12 +1173,8 @@
           "name": "failure_diagnosis_versions_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1248,12 +1182,8 @@
           "name": "failure_diagnosis_versions_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1372,12 +1302,8 @@
           "name": "files_test_run_id_test_runs_id_fk",
           "tableFrom": "files",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1385,12 +1311,8 @@
           "name": "files_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "files",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1398,12 +1320,8 @@
           "name": "files_blob_id_trace_blobs_id_fk",
           "tableFrom": "files",
           "tableTo": "trace_blobs",
-          "columnsFrom": [
-            "blob_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["blob_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -1561,12 +1479,8 @@
           "name": "locator_snapshots_test_case_id_test_cases_id_fk",
           "tableFrom": "locator_snapshots",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1574,12 +1488,8 @@
           "name": "locator_snapshots_last_seen_run_id_test_runs_id_fk",
           "tableFrom": "locator_snapshots",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "last_seen_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["last_seen_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -1719,12 +1629,8 @@
           "name": "network_requests_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "network_requests",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1732,12 +1638,8 @@
           "name": "network_requests_test_run_id_test_runs_id_fk",
           "tableFrom": "network_requests",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1824,12 +1726,8 @@
           "name": "notification_channels_user_id_users_id_fk",
           "tableFrom": "notification_channels",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1962,12 +1860,8 @@
           "name": "notification_deliveries_subscription_id_subscriptions_id_fk",
           "tableFrom": "notification_deliveries",
           "tableTo": "subscriptions",
-          "columnsFrom": [
-            "subscription_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["subscription_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1975,12 +1869,8 @@
           "name": "notification_deliveries_channel_id_notification_channels_id_fk",
           "tableFrom": "notification_deliveries",
           "tableTo": "notification_channels",
-          "columnsFrom": [
-            "channel_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["channel_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -2084,12 +1974,8 @@
           "name": "project_assignments_user_id_users_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2097,12 +1983,8 @@
           "name": "project_assignments_project_id_projects_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2110,12 +1992,8 @@
           "name": "project_assignments_created_by_users_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "users",
-          "columnsFrom": [
-            "created_by"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -2180,12 +2058,8 @@
           "name": "project_tags_project_id_projects_id_fk",
           "tableFrom": "project_tags",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2193,12 +2067,8 @@
           "name": "project_tags_tag_id_tags_id_fk",
           "tableFrom": "project_tags",
           "tableTo": "tags",
-          "columnsFrom": [
-            "tag_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["tag_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -2206,10 +2076,7 @@
       "compositePrimaryKeys": {
         "project_tags_project_id_tag_id_pk": {
           "name": "project_tags_project_id_tag_id_pk",
-          "columns": [
-            "project_id",
-            "tag_id"
-          ]
+          "columns": ["project_id", "tag_id"]
         }
       },
       "uniqueConstraints": {},
@@ -2293,9 +2160,7 @@
         "projects_name_unique": {
           "name": "projects_name_unique",
           "nullsNotDistinct": false,
-          "columns": [
-            "name"
-          ]
+          "columns": ["name"]
         }
       },
       "policies": {},
@@ -2433,12 +2298,8 @@
           "name": "subscriptions_user_id_users_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2446,12 +2307,8 @@
           "name": "subscriptions_channel_id_notification_channels_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "notification_channels",
-          "columnsFrom": [
-            "channel_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["channel_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2459,12 +2316,8 @@
           "name": "subscriptions_project_id_projects_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -2534,9 +2387,7 @@
         "tags_text_unique": {
           "name": "tags_text_unique",
           "nullsNotDistinct": false,
-          "columns": [
-            "text"
-          ]
+          "columns": ["text"]
         }
       },
       "policies": {},
@@ -2658,12 +2509,8 @@
           "name": "test_cases_project_id_projects_id_fk",
           "tableFrom": "test_cases",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2671,12 +2518,8 @@
           "name": "test_cases_suite_id_test_suites_id_fk",
           "tableFrom": "test_cases",
           "tableTo": "test_suites",
-          "columnsFrom": [
-            "suite_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["suite_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -2920,12 +2763,8 @@
           "name": "test_runs_project_id_projects_id_fk",
           "tableFrom": "test_runs",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3201,12 +3040,8 @@
           "name": "test_runs_cases_test_run_id_test_runs_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -3214,12 +3049,8 @@
           "name": "test_runs_cases_test_case_id_test_cases_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -3227,12 +3058,8 @@
           "name": "test_runs_cases_failure_cluster_id_failure_clusters_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "failure_cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["failure_cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -3331,12 +3158,8 @@
           "name": "test_suites_project_id_projects_id_fk",
           "tableFrom": "test_suites",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3416,12 +3239,8 @@
           "name": "trace_blobs_project_id_projects_id_fk",
           "tableFrom": "trace_blobs",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3501,12 +3320,8 @@
           "name": "trace_resources_project_id_projects_id_fk",
           "tableFrom": "trace_resources",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3639,9 +3454,7 @@
         "users_username_unique": {
           "name": "users_username_unique",
           "nullsNotDistinct": false,
-          "columns": [
-            "username"
-          ]
+          "columns": ["username"]
         }
       },
       "policies": {},
@@ -3660,4 +3473,4 @@
     "schemas": {},
     "tables": {}
   }
-}
\ No newline at end of file
+}
diff --git a/application/server/database/migrations-pg/meta/0030_snapshot.json b/application/server/database/migrations-pg/meta/0030_snapshot.json
index 338d808e..97c68bbf 100644
--- a/application/server/database/migrations-pg/meta/0030_snapshot.json
+++ b/application/server/database/migrations-pg/meta/0030_snapshot.json
@@ -73,12 +73,8 @@
           "name": "account_tokens_user_id_users_id_fk",
           "tableFrom": "account_tokens",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -164,12 +160,8 @@
           "name": "api_keys_user_id_users_id_fk",
           "tableFrom": "api_keys",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -179,9 +171,7 @@
         "api_keys_key_hash_unique": {
           "name": "api_keys_key_hash_unique",
           "nullsNotDistinct": false,
-          "columns": [
-            "key_hash"
-          ]
+          "columns": ["key_hash"]
         }
       },
       "policies": {},
@@ -340,12 +330,8 @@
           "name": "cluster_merge_suggestions_project_id_projects_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -353,12 +339,8 @@
           "name": "cluster_merge_suggestions_cluster_a_id_failure_clusters_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_a_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_a_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -366,12 +348,8 @@
           "name": "cluster_merge_suggestions_cluster_b_id_failure_clusters_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_b_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_b_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -532,12 +510,8 @@
           "name": "entity_links_test_run_id_test_runs_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -545,12 +519,8 @@
           "name": "entity_links_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -558,12 +528,8 @@
           "name": "entity_links_test_case_id_test_cases_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -571,12 +537,8 @@
           "name": "entity_links_created_by_users_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "users",
-          "columnsFrom": [
-            "created_by"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -665,12 +627,8 @@
           "name": "failure_cluster_aliases_project_id_projects_id_fk",
           "tableFrom": "failure_cluster_aliases",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -678,12 +636,8 @@
           "name": "failure_cluster_aliases_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_cluster_aliases",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -858,12 +812,8 @@
           "name": "failure_clusters_project_id_projects_id_fk",
           "tableFrom": "failure_clusters",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1035,12 +985,8 @@
           "name": "failure_diagnoses_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_diagnoses",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1048,12 +994,8 @@
           "name": "failure_diagnoses_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "failure_diagnoses",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1222,12 +1164,8 @@
           "name": "failure_diagnosis_versions_diagnosis_id_failure_diagnoses_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "failure_diagnoses",
-          "columnsFrom": [
-            "diagnosis_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["diagnosis_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1235,12 +1173,8 @@
           "name": "failure_diagnosis_versions_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1248,12 +1182,8 @@
           "name": "failure_diagnosis_versions_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1372,12 +1302,8 @@
           "name": "files_test_run_id_test_runs_id_fk",
           "tableFrom": "files",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1385,12 +1311,8 @@
           "name": "files_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "files",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1398,12 +1320,8 @@
           "name": "files_blob_id_trace_blobs_id_fk",
           "tableFrom": "files",
           "tableTo": "trace_blobs",
-          "columnsFrom": [
-            "blob_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["blob_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -1561,12 +1479,8 @@
           "name": "locator_snapshots_test_case_id_test_cases_id_fk",
           "tableFrom": "locator_snapshots",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1574,12 +1488,8 @@
           "name": "locator_snapshots_last_seen_run_id_test_runs_id_fk",
           "tableFrom": "locator_snapshots",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "last_seen_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["last_seen_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -1719,12 +1629,8 @@
           "name": "network_requests_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "network_requests",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1732,12 +1638,8 @@
           "name": "network_requests_test_run_id_test_runs_id_fk",
           "tableFrom": "network_requests",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1824,12 +1726,8 @@
           "name": "notification_channels_user_id_users_id_fk",
           "tableFrom": "notification_channels",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1962,12 +1860,8 @@
           "name": "notification_deliveries_subscription_id_subscriptions_id_fk",
           "tableFrom": "notification_deliveries",
           "tableTo": "subscriptions",
-          "columnsFrom": [
-            "subscription_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["subscription_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1975,12 +1869,8 @@
           "name": "notification_deliveries_channel_id_notification_channels_id_fk",
           "tableFrom": "notification_deliveries",
           "tableTo": "notification_channels",
-          "columnsFrom": [
-            "channel_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["channel_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -2084,12 +1974,8 @@
           "name": "project_assignments_user_id_users_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2097,12 +1983,8 @@
           "name": "project_assignments_project_id_projects_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2110,12 +1992,8 @@
           "name": "project_assignments_created_by_users_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "users",
-          "columnsFrom": [
-            "created_by"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -2180,12 +2058,8 @@
           "name": "project_tags_project_id_projects_id_fk",
           "tableFrom": "project_tags",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2193,12 +2067,8 @@
           "name": "project_tags_tag_id_tags_id_fk",
           "tableFrom": "project_tags",
           "tableTo": "tags",
-          "columnsFrom": [
-            "tag_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["tag_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -2206,10 +2076,7 @@
       "compositePrimaryKeys": {
         "project_tags_project_id_tag_id_pk": {
           "name": "project_tags_project_id_tag_id_pk",
-          "columns": [
-            "project_id",
-            "tag_id"
-          ]
+          "columns": ["project_id", "tag_id"]
         }
       },
       "uniqueConstraints": {},
@@ -2293,9 +2160,7 @@
         "projects_name_unique": {
           "name": "projects_name_unique",
           "nullsNotDistinct": false,
-          "columns": [
-            "name"
-          ]
+          "columns": ["name"]
         }
       },
       "policies": {},
@@ -2433,12 +2298,8 @@
           "name": "subscriptions_user_id_users_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2446,12 +2307,8 @@
           "name": "subscriptions_channel_id_notification_channels_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "notification_channels",
-          "columnsFrom": [
-            "channel_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["channel_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2459,12 +2316,8 @@
           "name": "subscriptions_project_id_projects_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -2534,9 +2387,7 @@
         "tags_text_unique": {
           "name": "tags_text_unique",
           "nullsNotDistinct": false,
-          "columns": [
-            "text"
-          ]
+          "columns": ["text"]
         }
       },
       "policies": {},
@@ -2658,12 +2509,8 @@
           "name": "test_cases_project_id_projects_id_fk",
           "tableFrom": "test_cases",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2671,12 +2518,8 @@
           "name": "test_cases_suite_id_test_suites_id_fk",
           "tableFrom": "test_cases",
           "tableTo": "test_suites",
-          "columnsFrom": [
-            "suite_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["suite_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -2920,12 +2763,8 @@
           "name": "test_runs_project_id_projects_id_fk",
           "tableFrom": "test_runs",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3207,12 +3046,8 @@
           "name": "test_runs_cases_test_run_id_test_runs_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -3220,12 +3055,8 @@
           "name": "test_runs_cases_test_case_id_test_cases_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -3233,12 +3064,8 @@
           "name": "test_runs_cases_failure_cluster_id_failure_clusters_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "failure_cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["failure_cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -3337,12 +3164,8 @@
           "name": "test_suites_project_id_projects_id_fk",
           "tableFrom": "test_suites",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3422,12 +3245,8 @@
           "name": "trace_blobs_project_id_projects_id_fk",
           "tableFrom": "trace_blobs",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3507,12 +3326,8 @@
           "name": "trace_resources_project_id_projects_id_fk",
           "tableFrom": "trace_resources",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3645,9 +3460,7 @@
         "users_username_unique": {
           "name": "users_username_unique",
           "nullsNotDistinct": false,
-          "columns": [
-            "username"
-          ]
+          "columns": ["username"]
         }
       },
       "policies": {},
@@ -3666,4 +3479,4 @@
     "schemas": {},
     "tables": {}
   }
-}
\ No newline at end of file
+}
diff --git a/application/server/database/migrations-pg/meta/_journal.json b/application/server/database/migrations-pg/meta/_journal.json
index e143af0d..a0dad062 100644
--- a/application/server/database/migrations-pg/meta/_journal.json
+++ b/application/server/database/migrations-pg/meta/_journal.json
@@ -220,4 +220,4 @@
       "breakpoints": true
     }
   ]
-}
\ No newline at end of file
+}
diff --git a/application/server/database/migrations/meta/0030_snapshot.json b/application/server/database/migrations/meta/0030_snapshot.json
index 21196a8c..45288338 100644
--- a/application/server/database/migrations/meta/0030_snapshot.json
+++ b/application/server/database/migrations/meta/0030_snapshot.json
@@ -60,9 +60,7 @@
       "indexes": {
         "idx_account_tokens_hash": {
           "name": "idx_account_tokens_hash",
-          "columns": [
-            "token_hash"
-          ],
+          "columns": ["token_hash"],
           "isUnique": true
         }
       },
@@ -71,12 +69,8 @@
           "name": "account_tokens_user_id_users_id_fk",
           "tableFrom": "account_tokens",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -148,16 +142,12 @@
       "indexes": {
         "api_keys_key_hash_unique": {
           "name": "api_keys_key_hash_unique",
-          "columns": [
-            "key_hash"
-          ],
+          "columns": ["key_hash"],
           "isUnique": true
         },
         "idx_api_keys_user_id": {
           "name": "idx_api_keys_user_id",
-          "columns": [
-            "user_id"
-          ],
+          "columns": ["user_id"],
           "isUnique": false
         }
       },
@@ -166,12 +156,8 @@
           "name": "api_keys_user_id_users_id_fk",
           "tableFrom": "api_keys",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -296,18 +282,12 @@
       "indexes": {
         "idx_cluster_merge_suggestions_pair": {
           "name": "idx_cluster_merge_suggestions_pair",
-          "columns": [
-            "cluster_a_id",
-            "cluster_b_id"
-          ],
+          "columns": ["cluster_a_id", "cluster_b_id"],
           "isUnique": true
         },
         "idx_cluster_merge_suggestions_project_status": {
           "name": "idx_cluster_merge_suggestions_project_status",
-          "columns": [
-            "project_id",
-            "status"
-          ],
+          "columns": ["project_id", "status"],
           "isUnique": false
         }
       },
@@ -316,12 +296,8 @@
           "name": "cluster_merge_suggestions_project_id_projects_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -329,12 +305,8 @@
           "name": "cluster_merge_suggestions_cluster_a_id_failure_clusters_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_a_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_a_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -342,12 +314,8 @@
           "name": "cluster_merge_suggestions_cluster_b_id_failure_clusters_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_b_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_b_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -469,23 +437,17 @@
       "indexes": {
         "idx_entity_links_run": {
           "name": "idx_entity_links_run",
-          "columns": [
-            "test_run_id"
-          ],
+          "columns": ["test_run_id"],
           "isUnique": false
         },
         "idx_entity_links_case_run": {
           "name": "idx_entity_links_case_run",
-          "columns": [
-            "test_runs_case_id"
-          ],
+          "columns": ["test_runs_case_id"],
           "isUnique": false
         },
         "idx_entity_links_case": {
           "name": "idx_entity_links_case",
-          "columns": [
-            "test_case_id"
-          ],
+          "columns": ["test_case_id"],
           "isUnique": false
         }
       },
@@ -494,12 +456,8 @@
           "name": "entity_links_test_run_id_test_runs_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -507,12 +465,8 @@
           "name": "entity_links_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -520,12 +474,8 @@
           "name": "entity_links_test_case_id_test_cases_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -533,12 +483,8 @@
           "name": "entity_links_created_by_users_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "users",
-          "columnsFrom": [
-            "created_by"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -589,17 +535,12 @@
       "indexes": {
         "idx_failure_cluster_aliases_project_fingerprint": {
           "name": "idx_failure_cluster_aliases_project_fingerprint",
-          "columns": [
-            "project_id",
-            "fingerprint"
-          ],
+          "columns": ["project_id", "fingerprint"],
           "isUnique": true
         },
         "idx_failure_cluster_aliases_cluster": {
           "name": "idx_failure_cluster_aliases_cluster",
-          "columns": [
-            "cluster_id"
-          ],
+          "columns": ["cluster_id"],
           "isUnique": false
         }
       },
@@ -608,12 +549,8 @@
           "name": "failure_cluster_aliases_project_id_projects_id_fk",
           "tableFrom": "failure_cluster_aliases",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -621,12 +558,8 @@
           "name": "failure_cluster_aliases_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_cluster_aliases",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -770,18 +703,12 @@
       "indexes": {
         "idx_failure_clusters_project_fingerprint": {
           "name": "idx_failure_clusters_project_fingerprint",
-          "columns": [
-            "project_id",
-            "fingerprint"
-          ],
+          "columns": ["project_id", "fingerprint"],
           "isUnique": true
         },
         "idx_failure_clusters_project_last_seen": {
           "name": "idx_failure_clusters_project_last_seen",
-          "columns": [
-            "project_id",
-            "last_seen_run_id"
-          ],
+          "columns": ["project_id", "last_seen_run_id"],
           "isUnique": false
         }
       },
@@ -790,12 +717,8 @@
           "name": "failure_clusters_project_id_projects_id_fk",
           "tableFrom": "failure_clusters",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -960,18 +883,12 @@
       "indexes": {
         "idx_failure_diagnoses_cluster_scope": {
           "name": "idx_failure_diagnoses_cluster_scope",
-          "columns": [
-            "cluster_id",
-            "scope"
-          ],
+          "columns": ["cluster_id", "scope"],
           "isUnique": true
         },
         "idx_failure_diagnoses_execution": {
           "name": "idx_failure_diagnoses_execution",
-          "columns": [
-            "test_runs_case_id",
-            "scope"
-          ],
+          "columns": ["test_runs_case_id", "scope"],
           "isUnique": true
         }
       },
@@ -980,12 +897,8 @@
           "name": "failure_diagnoses_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_diagnoses",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -993,12 +906,8 @@
           "name": "failure_diagnoses_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "failure_diagnoses",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1149,16 +1058,12 @@
       "indexes": {
         "idx_fdv_diagnosis_id": {
           "name": "idx_fdv_diagnosis_id",
-          "columns": [
-            "diagnosis_id"
-          ],
+          "columns": ["diagnosis_id"],
           "isUnique": false
         },
         "idx_fdv_cluster_id": {
           "name": "idx_fdv_cluster_id",
-          "columns": [
-            "cluster_id"
-          ],
+          "columns": ["cluster_id"],
           "isUnique": false
         }
       },
@@ -1167,12 +1072,8 @@
           "name": "failure_diagnosis_versions_diagnosis_id_failure_diagnoses_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "failure_diagnoses",
-          "columnsFrom": [
-            "diagnosis_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["diagnosis_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1180,12 +1081,8 @@
           "name": "failure_diagnosis_versions_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1193,12 +1090,8 @@
           "name": "failure_diagnosis_versions_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1291,16 +1184,12 @@
       "indexes": {
         "idx_files_test_run_id": {
           "name": "idx_files_test_run_id",
-          "columns": [
-            "test_run_id"
-          ],
+          "columns": ["test_run_id"],
           "isUnique": false
         },
         "idx_files_test_runs_case_id": {
           "name": "idx_files_test_runs_case_id",
-          "columns": [
-            "test_runs_case_id"
-          ],
+          "columns": ["test_runs_case_id"],
           "isUnique": false
         }
       },
@@ -1309,12 +1198,8 @@
           "name": "files_test_run_id_test_runs_id_fk",
           "tableFrom": "files",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1322,12 +1207,8 @@
           "name": "files_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "files",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1335,12 +1216,8 @@
           "name": "files_blob_id_trace_blobs_id_fk",
           "tableFrom": "files",
           "tableTo": "trace_blobs",
-          "columnsFrom": [
-            "blob_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["blob_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -1440,26 +1317,17 @@
       "indexes": {
         "idx_locator_snapshots_location": {
           "name": "idx_locator_snapshots_location",
-          "columns": [
-            "test_case_id",
-            "location"
-          ],
+          "columns": ["test_case_id", "location"],
           "isUnique": true
         },
         "idx_locator_snapshots_fp": {
           "name": "idx_locator_snapshots_fp",
-          "columns": [
-            "test_case_id",
-            "used_method",
-            "used_args_fp"
-          ],
+          "columns": ["test_case_id", "used_method", "used_args_fp"],
           "isUnique": false
         },
         "idx_locator_snapshots_args_fp": {
           "name": "idx_locator_snapshots_args_fp",
-          "columns": [
-            "used_args_fp"
-          ],
+          "columns": ["used_args_fp"],
           "isUnique": false
         }
       },
@@ -1468,12 +1336,8 @@
           "name": "locator_snapshots_test_case_id_test_cases_id_fk",
           "tableFrom": "locator_snapshots",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1481,12 +1345,8 @@
           "name": "locator_snapshots_last_seen_run_id_test_runs_id_fk",
           "tableFrom": "locator_snapshots",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "last_seen_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["last_seen_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -1579,24 +1439,17 @@
       "indexes": {
         "idx_nr_run": {
           "name": "idx_nr_run",
-          "columns": [
-            "test_run_id"
-          ],
+          "columns": ["test_run_id"],
           "isUnique": false
         },
         "idx_nr_case": {
           "name": "idx_nr_case",
-          "columns": [
-            "test_runs_case_id",
-            "status"
-          ],
+          "columns": ["test_runs_case_id", "status"],
           "isUnique": false
         },
         "idx_nr_normalized_url": {
           "name": "idx_nr_normalized_url",
-          "columns": [
-            "normalized_url"
-          ],
+          "columns": ["normalized_url"],
           "isUnique": false
         }
       },
@@ -1605,12 +1458,8 @@
           "name": "network_requests_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "network_requests",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1618,12 +1467,8 @@
           "name": "network_requests_test_run_id_test_runs_id_fk",
           "tableFrom": "network_requests",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1696,9 +1541,7 @@
       "indexes": {
         "idx_notification_channels_user": {
           "name": "idx_notification_channels_user",
-          "columns": [
-            "user_id"
-          ],
+          "columns": ["user_id"],
           "isUnique": false
         }
       },
@@ -1707,12 +1550,8 @@
           "name": "notification_channels_user_id_users_id_fk",
           "tableFrom": "notification_channels",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1814,17 +1653,12 @@
       "indexes": {
         "idx_notification_deliveries_status": {
           "name": "idx_notification_deliveries_status",
-          "columns": [
-            "status",
-            "scheduled_for"
-          ],
+          "columns": ["status", "scheduled_for"],
           "isUnique": false
         },
         "idx_notification_deliveries_dedupe": {
           "name": "idx_notification_deliveries_dedupe",
-          "columns": [
-            "dedupe_key"
-          ],
+          "columns": ["dedupe_key"],
           "isUnique": true
         }
       },
@@ -1833,12 +1667,8 @@
           "name": "notification_deliveries_subscription_id_subscriptions_id_fk",
           "tableFrom": "notification_deliveries",
           "tableTo": "subscriptions",
-          "columnsFrom": [
-            "subscription_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["subscription_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1846,12 +1676,8 @@
           "name": "notification_deliveries_channel_id_notification_channels_id_fk",
           "tableFrom": "notification_deliveries",
           "tableTo": "notification_channels",
-          "columnsFrom": [
-            "channel_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["channel_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1902,24 +1728,17 @@
       "indexes": {
         "idx_project_assignments_user": {
           "name": "idx_project_assignments_user",
-          "columns": [
-            "user_id"
-          ],
+          "columns": ["user_id"],
           "isUnique": false
         },
         "idx_project_assignments_project": {
           "name": "idx_project_assignments_project",
-          "columns": [
-            "project_id"
-          ],
+          "columns": ["project_id"],
           "isUnique": false
         },
         "idx_project_assignments_user_project": {
           "name": "idx_project_assignments_user_project",
-          "columns": [
-            "user_id",
-            "project_id"
-          ],
+          "columns": ["user_id", "project_id"],
           "isUnique": true
         }
       },
@@ -1928,12 +1747,8 @@
           "name": "project_assignments_user_id_users_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1941,12 +1756,8 @@
           "name": "project_assignments_project_id_projects_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1954,12 +1765,8 @@
           "name": "project_assignments_created_by_users_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "users",
-          "columnsFrom": [
-            "created_by"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -1989,16 +1796,12 @@
       "indexes": {
         "idx_project_tags_project_id": {
           "name": "idx_project_tags_project_id",
-          "columns": [
-            "project_id"
-          ],
+          "columns": ["project_id"],
           "isUnique": false
         },
         "idx_project_tags_tag_id": {
           "name": "idx_project_tags_tag_id",
-          "columns": [
-            "tag_id"
-          ],
+          "columns": ["tag_id"],
           "isUnique": false
         }
       },
@@ -2007,12 +1810,8 @@
           "name": "project_tags_project_id_projects_id_fk",
           "tableFrom": "project_tags",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2020,22 +1819,15 @@
           "name": "project_tags_tag_id_tags_id_fk",
           "tableFrom": "project_tags",
           "tableTo": "tags",
-          "columnsFrom": [
-            "tag_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["tag_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
       },
       "compositePrimaryKeys": {
         "project_tags_project_id_tag_id_pk": {
-          "columns": [
-            "project_id",
-            "tag_id"
-          ],
+          "columns": ["project_id", "tag_id"],
           "name": "project_tags_project_id_tag_id_pk"
         }
       },
@@ -2105,16 +1897,12 @@
       "indexes": {
         "projects_name_unique": {
           "name": "projects_name_unique",
-          "columns": [
-            "name"
-          ],
+          "columns": ["name"],
           "isUnique": true
         },
         "idx_projects_updated_at": {
           "name": "idx_projects_updated_at",
-          "columns": [
-            "updated_at"
-          ],
+          "columns": ["updated_at"],
           "isUnique": false
         }
       },
@@ -2216,23 +2004,17 @@
       "indexes": {
         "idx_subscriptions_project": {
           "name": "idx_subscriptions_project",
-          "columns": [
-            "project_id"
-          ],
+          "columns": ["project_id"],
           "isUnique": false
         },
         "idx_subscriptions_user": {
           "name": "idx_subscriptions_user",
-          "columns": [
-            "user_id"
-          ],
+          "columns": ["user_id"],
           "isUnique": false
         },
         "idx_subscriptions_channel": {
           "name": "idx_subscriptions_channel",
-          "columns": [
-            "channel_id"
-          ],
+          "columns": ["channel_id"],
           "isUnique": false
         }
       },
@@ -2241,12 +2023,8 @@
           "name": "subscriptions_user_id_users_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2254,12 +2032,8 @@
           "name": "subscriptions_channel_id_notification_channels_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "notification_channels",
-          "columnsFrom": [
-            "channel_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["channel_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2267,12 +2041,8 @@
           "name": "subscriptions_project_id_projects_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -2324,16 +2094,12 @@
       "indexes": {
         "tags_text_unique": {
           "name": "tags_text_unique",
-          "columns": [
-            "text"
-          ],
+          "columns": ["text"],
           "isUnique": true
         },
         "idx_tags_updated_at": {
           "name": "idx_tags_updated_at",
-          "columns": [
-            "updated_at"
-          ],
+          "columns": ["updated_at"],
           "isUnique": false
         }
       },
@@ -2413,19 +2179,12 @@
       "indexes": {
         "idx_test_cases_project_id": {
           "name": "idx_test_cases_project_id",
-          "columns": [
-            "project_id"
-          ],
+          "columns": ["project_id"],
           "isUnique": false
         },
         "idx_test_cases_file_path_title": {
           "name": "idx_test_cases_file_path_title",
-          "columns": [
-            "project_id",
-            "file_path",
-            "suite_path",
-            "title"
-          ],
+          "columns": ["project_id", "file_path", "suite_path", "title"],
           "isUnique": false
         }
       },
@@ -2434,12 +2193,8 @@
           "name": "test_cases_project_id_projects_id_fk",
           "tableFrom": "test_cases",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2447,12 +2202,8 @@
           "name": "test_cases_suite_id_test_suites_id_fk",
           "tableFrom": "test_cases",
           "tableTo": "test_suites",
-          "columnsFrom": [
-            "suite_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["suite_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -2665,24 +2416,17 @@
       "indexes": {
         "idx_test_runs_project_id": {
           "name": "idx_test_runs_project_id",
-          "columns": [
-            "project_id"
-          ],
+          "columns": ["project_id"],
           "isUnique": false
         },
         "idx_test_runs_project_start": {
           "name": "idx_test_runs_project_start",
-          "columns": [
-            "project_id",
-            "start_time"
-          ],
+          "columns": ["project_id", "start_time"],
           "isUnique": false
         },
         "idx_test_runs_start_time": {
           "name": "idx_test_runs_start_time",
-          "columns": [
-            "start_time"
-          ],
+          "columns": ["start_time"],
           "isUnique": false
         }
       },
@@ -2691,12 +2435,8 @@
           "name": "test_runs_project_id_projects_id_fk",
           "tableFrom": "test_runs",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -2916,33 +2656,22 @@
       "indexes": {
         "idx_test_runs_cases_test_run_id": {
           "name": "idx_test_runs_cases_test_run_id",
-          "columns": [
-            "test_run_id"
-          ],
+          "columns": ["test_run_id"],
           "isUnique": false
         },
         "idx_test_runs_cases_test_case_id": {
           "name": "idx_test_runs_cases_test_case_id",
-          "columns": [
-            "test_case_id"
-          ],
+          "columns": ["test_case_id"],
           "isUnique": false
         },
         "idx_test_runs_cases_failure_cluster_id": {
           "name": "idx_test_runs_cases_failure_cluster_id",
-          "columns": [
-            "failure_cluster_id"
-          ],
+          "columns": ["failure_cluster_id"],
           "isUnique": false
         },
         "idx_test_runs_cases_run_browser": {
           "name": "idx_test_runs_cases_run_browser",
-          "columns": [
-            "test_run_id",
-            "test_case_id",
-            "retries",
-            "browser_name"
-          ],
+          "columns": ["test_run_id", "test_case_id", "retries", "browser_name"],
           "isUnique": true
         }
       },
@@ -2951,12 +2680,8 @@
           "name": "test_runs_cases_test_run_id_test_runs_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2964,12 +2689,8 @@
           "name": "test_runs_cases_test_case_id_test_cases_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2977,12 +2698,8 @@
           "name": "test_runs_cases_failure_cluster_id_failure_clusters_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "failure_cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["failure_cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -3055,11 +2772,7 @@
       "indexes": {
         "idx_test_suites_unique": {
           "name": "idx_test_suites_unique",
-          "columns": [
-            "project_id",
-            "file_path",
-            "suite_path"
-          ],
+          "columns": ["project_id", "file_path", "suite_path"],
           "isUnique": true
         }
       },
@@ -3068,12 +2781,8 @@
           "name": "test_suites_project_id_projects_id_fk",
           "tableFrom": "test_suites",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3131,10 +2840,7 @@
       "indexes": {
         "idx_trace_blobs_project_hash": {
           "name": "idx_trace_blobs_project_hash",
-          "columns": [
-            "project_id",
-            "hash"
-          ],
+          "columns": ["project_id", "hash"],
           "isUnique": true
         }
       },
@@ -3143,12 +2849,8 @@
           "name": "trace_blobs_project_id_projects_id_fk",
           "tableFrom": "trace_blobs",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3206,10 +2908,7 @@
       "indexes": {
         "idx_trace_resources_project_name": {
           "name": "idx_trace_resources_project_name",
-          "columns": [
-            "project_id",
-            "name"
-          ],
+          "columns": ["project_id", "name"],
           "isUnique": true
         }
       },
@@ -3218,12 +2917,8 @@
           "name": "trace_resources_project_id_projects_id_fk",
           "tableFrom": "trace_resources",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3324,24 +3019,17 @@
       "indexes": {
         "users_username_unique": {
           "name": "users_username_unique",
-          "columns": [
-            "username"
-          ],
+          "columns": ["username"],
           "isUnique": true
         },
         "idx_users_oauth": {
           "name": "idx_users_oauth",
-          "columns": [
-            "oauth_provider",
-            "oauth_provider_id"
-          ],
+          "columns": ["oauth_provider", "oauth_provider_id"],
           "isUnique": true
         },
         "idx_users_email": {
           "name": "idx_users_email",
-          "columns": [
-            "email"
-          ],
+          "columns": ["email"],
           "isUnique": true
         }
       },
@@ -3361,4 +3049,4 @@
   "internal": {
     "indexes": {}
   }
-}
\ No newline at end of file
+}
diff --git a/application/server/database/migrations/meta/0031_snapshot.json b/application/server/database/migrations/meta/0031_snapshot.json
index cc6bfb7a..ad7e2c4c 100644
--- a/application/server/database/migrations/meta/0031_snapshot.json
+++ b/application/server/database/migrations/meta/0031_snapshot.json
@@ -60,9 +60,7 @@
       "indexes": {
         "idx_account_tokens_hash": {
           "name": "idx_account_tokens_hash",
-          "columns": [
-            "token_hash"
-          ],
+          "columns": ["token_hash"],
           "isUnique": true
         }
       },
@@ -71,12 +69,8 @@
           "name": "account_tokens_user_id_users_id_fk",
           "tableFrom": "account_tokens",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -148,16 +142,12 @@
       "indexes": {
         "api_keys_key_hash_unique": {
           "name": "api_keys_key_hash_unique",
-          "columns": [
-            "key_hash"
-          ],
+          "columns": ["key_hash"],
           "isUnique": true
         },
         "idx_api_keys_user_id": {
           "name": "idx_api_keys_user_id",
-          "columns": [
-            "user_id"
-          ],
+          "columns": ["user_id"],
           "isUnique": false
         }
       },
@@ -166,12 +156,8 @@
           "name": "api_keys_user_id_users_id_fk",
           "tableFrom": "api_keys",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -296,18 +282,12 @@
       "indexes": {
         "idx_cluster_merge_suggestions_pair": {
           "name": "idx_cluster_merge_suggestions_pair",
-          "columns": [
-            "cluster_a_id",
-            "cluster_b_id"
-          ],
+          "columns": ["cluster_a_id", "cluster_b_id"],
           "isUnique": true
         },
         "idx_cluster_merge_suggestions_project_status": {
           "name": "idx_cluster_merge_suggestions_project_status",
-          "columns": [
-            "project_id",
-            "status"
-          ],
+          "columns": ["project_id", "status"],
           "isUnique": false
         }
       },
@@ -316,12 +296,8 @@
           "name": "cluster_merge_suggestions_project_id_projects_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -329,12 +305,8 @@
           "name": "cluster_merge_suggestions_cluster_a_id_failure_clusters_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_a_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_a_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -342,12 +314,8 @@
           "name": "cluster_merge_suggestions_cluster_b_id_failure_clusters_id_fk",
           "tableFrom": "cluster_merge_suggestions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_b_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_b_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -469,23 +437,17 @@
       "indexes": {
         "idx_entity_links_run": {
           "name": "idx_entity_links_run",
-          "columns": [
-            "test_run_id"
-          ],
+          "columns": ["test_run_id"],
           "isUnique": false
         },
         "idx_entity_links_case_run": {
           "name": "idx_entity_links_case_run",
-          "columns": [
-            "test_runs_case_id"
-          ],
+          "columns": ["test_runs_case_id"],
           "isUnique": false
         },
         "idx_entity_links_case": {
           "name": "idx_entity_links_case",
-          "columns": [
-            "test_case_id"
-          ],
+          "columns": ["test_case_id"],
           "isUnique": false
         }
       },
@@ -494,12 +456,8 @@
           "name": "entity_links_test_run_id_test_runs_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -507,12 +465,8 @@
           "name": "entity_links_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -520,12 +474,8 @@
           "name": "entity_links_test_case_id_test_cases_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -533,12 +483,8 @@
           "name": "entity_links_created_by_users_id_fk",
           "tableFrom": "entity_links",
           "tableTo": "users",
-          "columnsFrom": [
-            "created_by"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -589,17 +535,12 @@
       "indexes": {
         "idx_failure_cluster_aliases_project_fingerprint": {
           "name": "idx_failure_cluster_aliases_project_fingerprint",
-          "columns": [
-            "project_id",
-            "fingerprint"
-          ],
+          "columns": ["project_id", "fingerprint"],
           "isUnique": true
         },
         "idx_failure_cluster_aliases_cluster": {
           "name": "idx_failure_cluster_aliases_cluster",
-          "columns": [
-            "cluster_id"
-          ],
+          "columns": ["cluster_id"],
           "isUnique": false
         }
       },
@@ -608,12 +549,8 @@
           "name": "failure_cluster_aliases_project_id_projects_id_fk",
           "tableFrom": "failure_cluster_aliases",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -621,12 +558,8 @@
           "name": "failure_cluster_aliases_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_cluster_aliases",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -770,18 +703,12 @@
       "indexes": {
         "idx_failure_clusters_project_fingerprint": {
           "name": "idx_failure_clusters_project_fingerprint",
-          "columns": [
-            "project_id",
-            "fingerprint"
-          ],
+          "columns": ["project_id", "fingerprint"],
           "isUnique": true
         },
         "idx_failure_clusters_project_last_seen": {
           "name": "idx_failure_clusters_project_last_seen",
-          "columns": [
-            "project_id",
-            "last_seen_run_id"
-          ],
+          "columns": ["project_id", "last_seen_run_id"],
           "isUnique": false
         }
       },
@@ -790,12 +717,8 @@
           "name": "failure_clusters_project_id_projects_id_fk",
           "tableFrom": "failure_clusters",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -960,18 +883,12 @@
       "indexes": {
         "idx_failure_diagnoses_cluster_scope": {
           "name": "idx_failure_diagnoses_cluster_scope",
-          "columns": [
-            "cluster_id",
-            "scope"
-          ],
+          "columns": ["cluster_id", "scope"],
           "isUnique": true
         },
         "idx_failure_diagnoses_execution": {
           "name": "idx_failure_diagnoses_execution",
-          "columns": [
-            "test_runs_case_id",
-            "scope"
-          ],
+          "columns": ["test_runs_case_id", "scope"],
           "isUnique": true
         }
       },
@@ -980,12 +897,8 @@
           "name": "failure_diagnoses_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_diagnoses",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -993,12 +906,8 @@
           "name": "failure_diagnoses_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "failure_diagnoses",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1149,16 +1058,12 @@
       "indexes": {
         "idx_fdv_diagnosis_id": {
           "name": "idx_fdv_diagnosis_id",
-          "columns": [
-            "diagnosis_id"
-          ],
+          "columns": ["diagnosis_id"],
           "isUnique": false
         },
         "idx_fdv_cluster_id": {
           "name": "idx_fdv_cluster_id",
-          "columns": [
-            "cluster_id"
-          ],
+          "columns": ["cluster_id"],
           "isUnique": false
         }
       },
@@ -1167,12 +1072,8 @@
           "name": "failure_diagnosis_versions_diagnosis_id_failure_diagnoses_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "failure_diagnoses",
-          "columnsFrom": [
-            "diagnosis_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["diagnosis_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1180,12 +1081,8 @@
           "name": "failure_diagnosis_versions_cluster_id_failure_clusters_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1193,12 +1090,8 @@
           "name": "failure_diagnosis_versions_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "failure_diagnosis_versions",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1291,16 +1184,12 @@
       "indexes": {
         "idx_files_test_run_id": {
           "name": "idx_files_test_run_id",
-          "columns": [
-            "test_run_id"
-          ],
+          "columns": ["test_run_id"],
           "isUnique": false
         },
         "idx_files_test_runs_case_id": {
           "name": "idx_files_test_runs_case_id",
-          "columns": [
-            "test_runs_case_id"
-          ],
+          "columns": ["test_runs_case_id"],
           "isUnique": false
         }
       },
@@ -1309,12 +1198,8 @@
           "name": "files_test_run_id_test_runs_id_fk",
           "tableFrom": "files",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1322,12 +1207,8 @@
           "name": "files_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "files",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1335,12 +1216,8 @@
           "name": "files_blob_id_trace_blobs_id_fk",
           "tableFrom": "files",
           "tableTo": "trace_blobs",
-          "columnsFrom": [
-            "blob_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["blob_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -1440,26 +1317,17 @@
       "indexes": {
         "idx_locator_snapshots_location": {
           "name": "idx_locator_snapshots_location",
-          "columns": [
-            "test_case_id",
-            "location"
-          ],
+          "columns": ["test_case_id", "location"],
           "isUnique": true
         },
         "idx_locator_snapshots_fp": {
           "name": "idx_locator_snapshots_fp",
-          "columns": [
-            "test_case_id",
-            "used_method",
-            "used_args_fp"
-          ],
+          "columns": ["test_case_id", "used_method", "used_args_fp"],
           "isUnique": false
         },
         "idx_locator_snapshots_args_fp": {
           "name": "idx_locator_snapshots_args_fp",
-          "columns": [
-            "used_args_fp"
-          ],
+          "columns": ["used_args_fp"],
           "isUnique": false
         }
       },
@@ -1468,12 +1336,8 @@
           "name": "locator_snapshots_test_case_id_test_cases_id_fk",
           "tableFrom": "locator_snapshots",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1481,12 +1345,8 @@
           "name": "locator_snapshots_last_seen_run_id_test_runs_id_fk",
           "tableFrom": "locator_snapshots",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "last_seen_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["last_seen_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -1579,24 +1439,17 @@
       "indexes": {
         "idx_nr_run": {
           "name": "idx_nr_run",
-          "columns": [
-            "test_run_id"
-          ],
+          "columns": ["test_run_id"],
           "isUnique": false
         },
         "idx_nr_case": {
           "name": "idx_nr_case",
-          "columns": [
-            "test_runs_case_id",
-            "status"
-          ],
+          "columns": ["test_runs_case_id", "status"],
           "isUnique": false
         },
         "idx_nr_normalized_url": {
           "name": "idx_nr_normalized_url",
-          "columns": [
-            "normalized_url"
-          ],
+          "columns": ["normalized_url"],
           "isUnique": false
         }
       },
@@ -1605,12 +1458,8 @@
           "name": "network_requests_test_runs_case_id_test_runs_cases_id_fk",
           "tableFrom": "network_requests",
           "tableTo": "test_runs_cases",
-          "columnsFrom": [
-            "test_runs_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_runs_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1618,12 +1467,8 @@
           "name": "network_requests_test_run_id_test_runs_id_fk",
           "tableFrom": "network_requests",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1696,9 +1541,7 @@
       "indexes": {
         "idx_notification_channels_user": {
           "name": "idx_notification_channels_user",
-          "columns": [
-            "user_id"
-          ],
+          "columns": ["user_id"],
           "isUnique": false
         }
       },
@@ -1707,12 +1550,8 @@
           "name": "notification_channels_user_id_users_id_fk",
           "tableFrom": "notification_channels",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1814,17 +1653,12 @@
       "indexes": {
         "idx_notification_deliveries_status": {
           "name": "idx_notification_deliveries_status",
-          "columns": [
-            "status",
-            "scheduled_for"
-          ],
+          "columns": ["status", "scheduled_for"],
           "isUnique": false
         },
         "idx_notification_deliveries_dedupe": {
           "name": "idx_notification_deliveries_dedupe",
-          "columns": [
-            "dedupe_key"
-          ],
+          "columns": ["dedupe_key"],
           "isUnique": true
         }
       },
@@ -1833,12 +1667,8 @@
           "name": "notification_deliveries_subscription_id_subscriptions_id_fk",
           "tableFrom": "notification_deliveries",
           "tableTo": "subscriptions",
-          "columnsFrom": [
-            "subscription_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["subscription_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1846,12 +1676,8 @@
           "name": "notification_deliveries_channel_id_notification_channels_id_fk",
           "tableFrom": "notification_deliveries",
           "tableTo": "notification_channels",
-          "columnsFrom": [
-            "channel_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["channel_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -1902,24 +1728,17 @@
       "indexes": {
         "idx_project_assignments_user": {
           "name": "idx_project_assignments_user",
-          "columns": [
-            "user_id"
-          ],
+          "columns": ["user_id"],
           "isUnique": false
         },
         "idx_project_assignments_project": {
           "name": "idx_project_assignments_project",
-          "columns": [
-            "project_id"
-          ],
+          "columns": ["project_id"],
           "isUnique": false
         },
         "idx_project_assignments_user_project": {
           "name": "idx_project_assignments_user_project",
-          "columns": [
-            "user_id",
-            "project_id"
-          ],
+          "columns": ["user_id", "project_id"],
           "isUnique": true
         }
       },
@@ -1928,12 +1747,8 @@
           "name": "project_assignments_user_id_users_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1941,12 +1756,8 @@
           "name": "project_assignments_project_id_projects_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -1954,12 +1765,8 @@
           "name": "project_assignments_created_by_users_id_fk",
           "tableFrom": "project_assignments",
           "tableTo": "users",
-          "columnsFrom": [
-            "created_by"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
           "onDelete": "set null",
           "onUpdate": "no action"
         }
@@ -1989,16 +1796,12 @@
       "indexes": {
         "idx_project_tags_project_id": {
           "name": "idx_project_tags_project_id",
-          "columns": [
-            "project_id"
-          ],
+          "columns": ["project_id"],
           "isUnique": false
         },
         "idx_project_tags_tag_id": {
           "name": "idx_project_tags_tag_id",
-          "columns": [
-            "tag_id"
-          ],
+          "columns": ["tag_id"],
           "isUnique": false
         }
       },
@@ -2007,12 +1810,8 @@
           "name": "project_tags_project_id_projects_id_fk",
           "tableFrom": "project_tags",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2020,22 +1819,15 @@
           "name": "project_tags_tag_id_tags_id_fk",
           "tableFrom": "project_tags",
           "tableTo": "tags",
-          "columnsFrom": [
-            "tag_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["tag_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
       },
       "compositePrimaryKeys": {
         "project_tags_project_id_tag_id_pk": {
-          "columns": [
-            "project_id",
-            "tag_id"
-          ],
+          "columns": ["project_id", "tag_id"],
           "name": "project_tags_project_id_tag_id_pk"
         }
       },
@@ -2105,16 +1897,12 @@
       "indexes": {
         "projects_name_unique": {
           "name": "projects_name_unique",
-          "columns": [
-            "name"
-          ],
+          "columns": ["name"],
           "isUnique": true
         },
         "idx_projects_updated_at": {
           "name": "idx_projects_updated_at",
-          "columns": [
-            "updated_at"
-          ],
+          "columns": ["updated_at"],
           "isUnique": false
         }
       },
@@ -2216,23 +2004,17 @@
       "indexes": {
         "idx_subscriptions_project": {
           "name": "idx_subscriptions_project",
-          "columns": [
-            "project_id"
-          ],
+          "columns": ["project_id"],
           "isUnique": false
         },
         "idx_subscriptions_user": {
           "name": "idx_subscriptions_user",
-          "columns": [
-            "user_id"
-          ],
+          "columns": ["user_id"],
           "isUnique": false
         },
         "idx_subscriptions_channel": {
           "name": "idx_subscriptions_channel",
-          "columns": [
-            "channel_id"
-          ],
+          "columns": ["channel_id"],
           "isUnique": false
         }
       },
@@ -2241,12 +2023,8 @@
           "name": "subscriptions_user_id_users_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2254,12 +2032,8 @@
           "name": "subscriptions_channel_id_notification_channels_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "notification_channels",
-          "columnsFrom": [
-            "channel_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["channel_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2267,12 +2041,8 @@
           "name": "subscriptions_project_id_projects_id_fk",
           "tableFrom": "subscriptions",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -2324,16 +2094,12 @@
       "indexes": {
         "tags_text_unique": {
           "name": "tags_text_unique",
-          "columns": [
-            "text"
-          ],
+          "columns": ["text"],
           "isUnique": true
         },
         "idx_tags_updated_at": {
           "name": "idx_tags_updated_at",
-          "columns": [
-            "updated_at"
-          ],
+          "columns": ["updated_at"],
           "isUnique": false
         }
       },
@@ -2413,19 +2179,12 @@
       "indexes": {
         "idx_test_cases_project_id": {
           "name": "idx_test_cases_project_id",
-          "columns": [
-            "project_id"
-          ],
+          "columns": ["project_id"],
           "isUnique": false
         },
         "idx_test_cases_file_path_title": {
           "name": "idx_test_cases_file_path_title",
-          "columns": [
-            "project_id",
-            "file_path",
-            "suite_path",
-            "title"
-          ],
+          "columns": ["project_id", "file_path", "suite_path", "title"],
           "isUnique": false
         }
       },
@@ -2434,12 +2193,8 @@
           "name": "test_cases_project_id_projects_id_fk",
           "tableFrom": "test_cases",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2447,12 +2202,8 @@
           "name": "test_cases_suite_id_test_suites_id_fk",
           "tableFrom": "test_cases",
           "tableTo": "test_suites",
-          "columnsFrom": [
-            "suite_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["suite_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -2665,24 +2416,17 @@
       "indexes": {
         "idx_test_runs_project_id": {
           "name": "idx_test_runs_project_id",
-          "columns": [
-            "project_id"
-          ],
+          "columns": ["project_id"],
           "isUnique": false
         },
         "idx_test_runs_project_start": {
           "name": "idx_test_runs_project_start",
-          "columns": [
-            "project_id",
-            "start_time"
-          ],
+          "columns": ["project_id", "start_time"],
           "isUnique": false
         },
         "idx_test_runs_start_time": {
           "name": "idx_test_runs_start_time",
-          "columns": [
-            "start_time"
-          ],
+          "columns": ["start_time"],
           "isUnique": false
         }
       },
@@ -2691,12 +2435,8 @@
           "name": "test_runs_project_id_projects_id_fk",
           "tableFrom": "test_runs",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -2923,33 +2663,22 @@
       "indexes": {
         "idx_test_runs_cases_test_run_id": {
           "name": "idx_test_runs_cases_test_run_id",
-          "columns": [
-            "test_run_id"
-          ],
+          "columns": ["test_run_id"],
           "isUnique": false
         },
         "idx_test_runs_cases_test_case_id": {
           "name": "idx_test_runs_cases_test_case_id",
-          "columns": [
-            "test_case_id"
-          ],
+          "columns": ["test_case_id"],
           "isUnique": false
         },
         "idx_test_runs_cases_failure_cluster_id": {
           "name": "idx_test_runs_cases_failure_cluster_id",
-          "columns": [
-            "failure_cluster_id"
-          ],
+          "columns": ["failure_cluster_id"],
           "isUnique": false
         },
         "idx_test_runs_cases_run_browser": {
           "name": "idx_test_runs_cases_run_browser",
-          "columns": [
-            "test_run_id",
-            "test_case_id",
-            "retries",
-            "browser_name"
-          ],
+          "columns": ["test_run_id", "test_case_id", "retries", "browser_name"],
           "isUnique": true
         }
       },
@@ -2958,12 +2687,8 @@
           "name": "test_runs_cases_test_run_id_test_runs_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "test_runs",
-          "columnsFrom": [
-            "test_run_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_run_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2971,12 +2696,8 @@
           "name": "test_runs_cases_test_case_id_test_cases_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "test_cases",
-          "columnsFrom": [
-            "test_case_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["test_case_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         },
@@ -2984,12 +2705,8 @@
           "name": "test_runs_cases_failure_cluster_id_failure_clusters_id_fk",
           "tableFrom": "test_runs_cases",
           "tableTo": "failure_clusters",
-          "columnsFrom": [
-            "failure_cluster_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["failure_cluster_id"],
+          "columnsTo": ["id"],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -3062,11 +2779,7 @@
       "indexes": {
         "idx_test_suites_unique": {
           "name": "idx_test_suites_unique",
-          "columns": [
-            "project_id",
-            "file_path",
-            "suite_path"
-          ],
+          "columns": ["project_id", "file_path", "suite_path"],
           "isUnique": true
         }
       },
@@ -3075,12 +2788,8 @@
           "name": "test_suites_project_id_projects_id_fk",
           "tableFrom": "test_suites",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3138,10 +2847,7 @@
       "indexes": {
         "idx_trace_blobs_project_hash": {
           "name": "idx_trace_blobs_project_hash",
-          "columns": [
-            "project_id",
-            "hash"
-          ],
+          "columns": ["project_id", "hash"],
           "isUnique": true
         }
       },
@@ -3150,12 +2856,8 @@
           "name": "trace_blobs_project_id_projects_id_fk",
           "tableFrom": "trace_blobs",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3213,10 +2915,7 @@
       "indexes": {
         "idx_trace_resources_project_name": {
           "name": "idx_trace_resources_project_name",
-          "columns": [
-            "project_id",
-            "name"
-          ],
+          "columns": ["project_id", "name"],
           "isUnique": true
         }
       },
@@ -3225,12 +2924,8 @@
           "name": "trace_resources_project_id_projects_id_fk",
           "tableFrom": "trace_resources",
           "tableTo": "projects",
-          "columnsFrom": [
-            "project_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
+          "columnsFrom": ["project_id"],
+          "columnsTo": ["id"],
           "onDelete": "cascade",
           "onUpdate": "no action"
         }
@@ -3331,24 +3026,17 @@
       "indexes": {
         "users_username_unique": {
           "name": "users_username_unique",
-          "columns": [
-            "username"
-          ],
+          "columns": ["username"],
           "isUnique": true
         },
         "idx_users_oauth": {
           "name": "idx_users_oauth",
-          "columns": [
-            "oauth_provider",
-            "oauth_provider_id"
-          ],
+          "columns": ["oauth_provider", "oauth_provider_id"],
           "isUnique": true
         },
         "idx_users_email": {
           "name": "idx_users_email",
-          "columns": [
-            "email"
-          ],
+          "columns": ["email"],
           "isUnique": true
         }
       },
@@ -3368,4 +3056,4 @@
   "internal": {
     "indexes": {}
   }
-}
\ No newline at end of file
+}
diff --git a/application/server/database/migrations/meta/_journal.json b/application/server/database/migrations/meta/_journal.json
index b6ec7f18..43c8bd1f 100644
--- a/application/server/database/migrations/meta/_journal.json
+++ b/application/server/database/migrations/meta/_journal.json
@@ -227,4 +227,4 @@
       "breakpoints": true
     }
   ]
-}
\ No newline at end of file
+}
diff --git a/application/server/utils/auth.ts b/application/server/utils/auth.ts
index be3d9dad..8224d923 100644
--- a/application/server/utils/auth.ts
+++ b/application/server/utils/auth.ts
@@ -116,6 +116,13 @@ export async function verifyUser(username: string, password: string): Promise<Us
 }
 
 // Create a new user
+/** Whether the users table is empty — i.e. initial setup (`POST /api/auth/setup`) is still available. */
+export async function needsInitialSetup(): Promise<boolean> {
+  const db = await getDatabase();
+  const existing = await db.select({ id: users.id }).from(users).limit(1);
+  return existing.length === 0;
+}
+
 export async function createUser(username: string, password: string, role: Role, name?: string): Promise<User> {
   const db = await getDatabase();
   const hashedPassword = await hashPassword(password);
diff --git a/application/tests/test-run-case-page.spec.ts b/application/tests/test-run-case-page.spec.ts
index 592bfc59..bd0ff789 100644
--- a/application/tests/test-run-case-page.spec.ts
+++ b/application/tests/test-run-case-page.spec.ts
@@ -38,7 +38,12 @@ test.describe('Test-run-case page', () => {
             startedAt: startTime,
             steps: [
               { title: "page.goto('/checkout')", duration: 800, category: 'navigation' },
-              { title: "getByRole('button', { name: 'Pay' }).click()", duration: 5000, category: 'action', failed: true },
+              {
+                title: "getByRole('button', { name: 'Pay' }).click()",
+                duration: 5000,
+                category: 'action',
+                failed: true,
+              },
             ],
           },
           {
diff --git a/application/tests/unit/piwi-env-vars.test.ts b/application/tests/unit/piwi-env-vars.test.ts
index 4dcb21cb..6db3e069 100644
--- a/application/tests/unit/piwi-env-vars.test.ts
+++ b/application/tests/unit/piwi-env-vars.test.ts
@@ -52,8 +52,10 @@ describe('PIWI_ENV_VARS registry', () => {
     // Allow literal prefix strings used in dynamic env construction, plus the
     // registry/identifier names that happen to start with PIWI_ but are not env
     // vars (this registry's own constant, and the reporter's PIWI_ENV_KEYS map
-    // referenced in comments).
-    const knownFalsePositives = new Set(['PIWI_AI', 'PIWI_AI_MAX', 'PIWI_ENV_VARS', 'PIWI_ENV_KEYS']);
+    // referenced in comments), plus reporter-side vars the app only *mentions*
+    // in generated setup copy (the wizard, the API-key modal) without reading
+    // them itself — they belong to the reporter's own env map, not this one.
+    const knownFalsePositives = new Set(['PIWI_AI', 'PIWI_AI_MAX', 'PIWI_ENV_VARS', 'PIWI_ENV_KEYS', 'PIWI_API_KEY']);
     const realMissing = missing.filter((v) => !knownFalsePositives.has(v));
     expect(realMissing.sort()).toEqual([]);
   });
diff --git a/docs/getting-started.md b/docs/getting-started.md
index 9a687b9a..98775981 100644
--- a/docs/getting-started.md
+++ b/docs/getting-started.md
@@ -32,6 +32,7 @@ The fastest way to get started is with the pre-built container image:
 
 ```bash [Linux / macOS]
 docker pull phenx/piwitests-server:latest
+mkdir -p .data && chown -R 1001:1001 .data # the container runs as non-root UID 1001
 docker run -p 3000:3000 -v $(pwd)/.data:/app/.data phenx/piwitests-server:latest
 ```
 
@@ -44,6 +45,8 @@ docker run -p 3000:3000 -v ${PWD}/.data:/app/.data phenx/piwitests-server:latest
 
 Visit `http://localhost:3000` to access the dashboard.
 
+> **Linux hosts:** the container runs as non-root UID 1001, so without the `chown` above, Docker auto-creates `.data` owned by `root` and the container can't write to it. Windows and macOS (Docker Desktop) don't need this step. See [Permission issues with volumes](./deployment#permission-issues-with-volumes) if you hit a permission error.
+
 See [Deployment](./deployment) for detailed Docker, Docker Compose, PostgreSQL, and Kubernetes options.
 
 ## Running from source
@@ -65,9 +68,67 @@ The SQLite database is automatically created on the first API call.
 
 > The repository is an npm-workspaces monorepo, so the application scripts are prefixed `app:` (e.g. `app:dev`, `app:build`). Run them from the `application/` directory.
 
-## Submitting your first test result
+## Using the Piwi Dashboard reporter
+
+The recommended way to integrate is via the custom reporter package — it handles uploading results, HTML reports, and trace files automatically.
+
+Install it:
+
+```bash
+npm install --save-dev @piwitests/reporter
+```
+
+Then add it to your `playwright.config.ts`:
+
+```typescript
+import { defineConfig } from '@playwright/test'
+
+export default defineConfig({
+  reporter: [
+    ['list'],
+    ['@piwitests/reporter', {
+      serverUrl: 'http://localhost:3000',
+      projectName: 'my-project',
+    }],
+  ],
+  use: {
+    trace: 'retain-on-failure',
+  },
+})
+```
+
+Run your tests and results will appear in the dashboard:
+
+```bash
+npx playwright test
+```
+
+See the [Reporter](./reporter) page for the full configuration reference, including live streaming, multiple report types, performance metrics, and authentication.
+
+### Recommended: capture fixtures
+
+One small file unlocks the dashboard's richest features — locator healing, the slow-endpoints table, Web Vitals, console capture, and failure-time ARIA snapshots:
+
+```typescript
+// tests/fixtures.ts
+import { test as base, expect } from '@playwright/test'
+import { piwiFixtures } from '@piwitests/reporter'
+
+export const test = base.extend(piwiFixtures)
+export { expect }
+```
+
+Then import `test` from this file in your specs instead of `@playwright/test`:
+
+```typescript
+import { test, expect } from './fixtures'
+```
+
+The reporter works fine without this — see the [capture fixtures guide](./capture-fixtures) for exactly what the fixtures add, composition patterns, and troubleshooting.
+
+## Submitting via the REST API (optional)
 
-Once the dashboard is running, submit a test result to verify everything works:
+Not using Playwright, or piping results in from another tool? Submit runs directly over HTTP — this is what the reporter itself does under the hood.
 
 ::: code-group
 
@@ -125,65 +186,7 @@ Invoke-RestMethod -Method Post -Uri http://localhost:3000/api/test-runs/submit `
 
 :::
 
-The project `my-project` is created automatically if it doesn't exist yet.
-
-## Using the Piwi Dashboard reporter
-
-The recommended way to integrate is via the custom reporter package — it handles uploading results, HTML reports, and trace files automatically.
-
-Install it:
-
-```bash
-npm install --save-dev @piwitests/reporter
-```
-
-Then add it to your `playwright.config.ts`:
-
-```typescript
-import { defineConfig } from '@playwright/test'
-
-export default defineConfig({
-  reporter: [
-    ['list'],
-    ['@piwitests/reporter', {
-      serverUrl: 'http://localhost:3000',
-      projectName: 'my-project',
-    }],
-  ],
-  use: {
-    trace: 'retain-on-failure',
-  },
-})
-```
-
-Run your tests and results will appear in the dashboard:
-
-```bash
-npx playwright test
-```
-
-See the [Reporter](./reporter) page for the full configuration reference, including live streaming, multiple report types, performance metrics, and authentication.
-
-### Recommended: capture fixtures
-
-One small file unlocks the dashboard's richest features — locator healing, the slow-endpoints table, Web Vitals, console capture, and failure-time ARIA snapshots:
-
-```typescript
-// tests/fixtures.ts
-import { test as base, expect } from '@playwright/test'
-import { piwiFixtures } from '@piwitests/reporter'
-
-export const test = base.extend(piwiFixtures)
-export { expect }
-```
-
-Then import `test` from this file in your specs instead of `@playwright/test`:
-
-```typescript
-import { test, expect } from './fixtures'
-```
-
-The reporter works fine without this — see the [capture fixtures guide](./capture-fixtures) for exactly what the fixtures add, composition patterns, and troubleshooting.
+The project `my-project` is created automatically if it doesn't exist yet. See the [API docs](https://piwitests.github.io/demo/docs) for the full endpoint reference (or `/docs` on your own instance).
 
 ## Running in CI
 
diff --git a/reporter/src/internal/collect/metadata-collector.ts b/reporter/src/internal/collect/metadata-collector.ts
index 4f22f510..41e4ab46 100644
--- a/reporter/src/internal/collect/metadata-collector.ts
+++ b/reporter/src/internal/collect/metadata-collector.ts
@@ -1,4 +1,5 @@
 import { execSync } from 'node:child_process';
+import type { StdioOptions } from 'node:child_process';
 import { errorMessage } from '../support/errors.js';
 import type { FullConfig, Suite, TestCase } from '@playwright/test/reporter';
 import { Logger } from '../support/logger.js';
@@ -130,7 +131,12 @@ export class MetadataCollector {
   private collectScmInfo(_options: any): Record<string, string> | undefined {
     const scm: Record<string, string> = {};
     try {
-      const execOpts = { encoding: 'utf8' as const, timeout: 5000, maxBuffer: 1024 * 1024 };
+      const execOpts: { encoding: 'utf8'; timeout: number; maxBuffer: number; stdio: StdioOptions } = {
+        encoding: 'utf8',
+        timeout: 5000,
+        maxBuffer: 1024 * 1024,
+        stdio: ['ignore', 'pipe', 'ignore'],
+      };
       scm.commit = execSync('git rev-parse HEAD', execOpts).trim();
       scm.branch = execSync('git rev-parse --abbrev-ref HEAD', execOpts).trim();
       scm.author = execSync('git log -1 --pretty=format:"%an"', execOpts).trim();
diff --git a/reporter/src/internal/streaming/stream-manager.ts b/reporter/src/internal/streaming/stream-manager.ts
index d14bc2c8..bd2d926f 100644
--- a/reporter/src/internal/streaming/stream-manager.ts
+++ b/reporter/src/internal/streaming/stream-manager.ts
@@ -10,6 +10,7 @@ import type { FileHandler } from '../files/file-handler.js';
 import { Logger } from '../support/logger.js';
 import { createLimiter } from '../support/limiter.js';
 import { readSetupInfo } from '../support/setup-file.js';
+import { runUrl } from '../support/run-url.js';
 import type { CollectedTestCase, StreamEvent, FilterDetails } from '../../types.js';
 
 /**
@@ -198,6 +199,9 @@ export class StreamManager {
         this._token = response.streamToken;
         this._enabled = true;
         this.logger.info(`Streaming enabled. Run ID: ${response.runId}`);
+        if (this.options.serverUrl) {
+          this.logger.info(`Watch live: ${runUrl(this.options.serverUrl, response.runId)}`);
+        }
         this.lastActivityAt = Date.now();
         this.scheduleHeartbeat();
 
@@ -208,7 +212,15 @@ export class StreamManager {
         }
       }
     } catch (error) {
-      this.logger.debug(`Streaming not available: ${errorMessage(error)}. Will use batch mode.`);
+      if (error instanceof HttpError && (error.status === 401 || error.status === 403)) {
+        this.logger.warn(
+          `Live streaming could not start: the dashboard at ${this.options.serverUrl} requires authentication. ` +
+            `Set the reporter's \`apiKey\` option (or PIWI_API_KEY) — create a key under Settings → Users on the dashboard. ` +
+            `Falling back to batch upload at the end of the run.`,
+        );
+      } else {
+        this.logger.debug(`Streaming not available: ${errorMessage(error)}. Will use batch mode.`);
+      }
       this._enabled = false;
     }
   }
diff --git a/reporter/src/internal/submit/run-submitter.ts b/reporter/src/internal/submit/run-submitter.ts
index 73700bec..6e4c9b0b 100644
--- a/reporter/src/internal/submit/run-submitter.ts
+++ b/reporter/src/internal/submit/run-submitter.ts
@@ -9,6 +9,7 @@ import type { StreamManager } from '../streaming/stream-manager.js';
 import { Logger } from '../support/logger.js';
 import { computePerformanceSummary } from '../collect/step-analyzer.js';
 import { resolveOverallStatus, serializeRun } from './serializer.js';
+import { runUrl } from '../support/run-url.js';
 import type { CollectedTestCase, SetupStep, FilterDetails } from '../../types.js';
 
 /**
@@ -189,6 +190,9 @@ export class RunSubmitter {
       await this.httpClient.postJSON(`/api/test-runs/${sm.runId}/finish`, finishBody, auth);
 
       this.logger.info(`Successfully finalized streaming run #${sm.runId}`);
+      if (run.options.serverUrl) {
+        this.logger.info(`View run: ${runUrl(run.options.serverUrl, sm.runId!)}`);
+      }
       this.recovery.clear();
 
       if (this.hasReports(run)) {
@@ -227,7 +231,10 @@ export class RunSubmitter {
       this.recovery.clear();
       return true;
     } catch (error) {
-      if (error instanceof HttpError && error.status === 401 && !auth) throw error;
+      if (error instanceof HttpError && error.status === 401 && !auth) {
+        this.logAuthRequired(run.options.serverUrl);
+        throw error;
+      }
       this.logger.warn(`Failed to upload with files: ${errorMessage(error)}`);
       this.logger.info('Falling back to JSON upload...');
       return false;
@@ -247,11 +254,27 @@ export class RunSubmitter {
     } catch (error) {
       // If the server returned 401 and no auth was configured, this is a
       // configuration error — throw so the caller knows it's fatal.
-      if (error instanceof HttpError && error.status === 401 && !auth) throw error;
+      if (error instanceof HttpError && error.status === 401 && !auth) {
+        this.logAuthRequired(run.options.serverUrl);
+        throw error;
+      }
       this.logger.error(`All upload methods failed: ${errorMessage(error)}`);
+      this.logger.info(
+        `Saved a local recovery copy — it will be uploaded automatically on your next test run. ` +
+          `If this keeps happening, check that serverUrl (${run.options.serverUrl ?? 'not set'}) is correct and reachable.`,
+      );
       // Save the wire-serialized form so the recovery file matches the
       // original submit payload (no raw attachments / internal fields).
       this.recovery.save(serializeRun(payload, { includeTestCases: true }));
     }
   }
+
+  /** Log one actionable line explaining how to fix a 401 caused by a missing credential. */
+  private logAuthRequired(serverUrl?: string | null): void {
+    this.logger.error(
+      `Authentication is required by ${serverUrl ?? 'the dashboard'} but no credentials were configured. ` +
+        `Create an API key (Settings → Users on the dashboard) and set the reporter's \`apiKey\` option ` +
+        `or the PIWI_API_KEY environment variable.`,
+    );
+  }
 }
diff --git a/reporter/src/internal/submit/uploader.ts b/reporter/src/internal/submit/uploader.ts
index 5913952d..3396b893 100644
--- a/reporter/src/internal/submit/uploader.ts
+++ b/reporter/src/internal/submit/uploader.ts
@@ -6,6 +6,7 @@ import { HttpError } from '../transport/http-client.js';
 import type { FileHandler } from '../files/file-handler.js';
 import { Logger } from '../support/logger.js';
 import { serializeRun, toWireTestCase } from './serializer.js';
+import { runUrl } from '../support/run-url.js';
 import type { CollectedTestCase, TraceHashInfo, FilterDetails } from '../../types.js';
 
 /** Payload for a batch test-run submission */
@@ -87,7 +88,10 @@ export class Uploader {
     );
 
     this.logger.info(`Successfully uploaded test results`);
-    if (response.testRunId) this.logger.info(`Test Run ID: ${response.testRunId}, Project ID: ${response.projectId}`);
+    if (response.testRunId) {
+      this.logger.info(`Test Run ID: ${response.testRunId}, Project ID: ${response.projectId}`);
+      this.logger.info(`View run: ${runUrl(this.httpClient.baseUrl, response.testRunId)}`);
+    }
     return response;
   }
 
@@ -103,7 +107,10 @@ export class Uploader {
 
     const response = await this.httpClient.postFormData('/api/test-runs/upload', form, auth);
     this.logger.info(`Successfully uploaded test results with files`);
-    if (response.testRunId) this.logger.info(`Test Run ID: ${response.testRunId}, Project ID: ${response.projectId}`);
+    if (response.testRunId) {
+      this.logger.info(`Test Run ID: ${response.testRunId}, Project ID: ${response.projectId}`);
+      this.logger.info(`View run: ${runUrl(this.httpClient.baseUrl, response.testRunId)}`);
+    }
     if (response.reports) {
       for (const r of response.reports) this.logger.info(`${r.label}: ${r.path}`);
     }
diff --git a/reporter/src/internal/support/reporter-version.ts b/reporter/src/internal/support/reporter-version.ts
index 39ee5d62..f40bf951 100644
--- a/reporter/src/internal/support/reporter-version.ts
+++ b/reporter/src/internal/support/reporter-version.ts
@@ -3,18 +3,37 @@ import * as path from 'node:path';
 
 let cachedVersion: string | null = null;
 
-/** Read the reporter package's own version from `package.json`, memoized. Falls back to `'unknown'` if it can't be read (e.g. an unusual install layout). */
-export function getReporterVersion(): string {
-  if (cachedVersion) return cachedVersion;
+/**
+ * Candidate locations of this package's own `package.json`, relative to a
+ * directory inside the package. One level up covers the published, bundled
+ * `dist/index.js` (tsup inlines this module flat under `dist/`); three levels
+ * up covers running straight from `src/internal/support/` in dev/tests.
+ */
+const CANDIDATE_OFFSETS = ['..', '../../..'];
 
-  try {
-    const pkgPath = path.resolve(__dirname, '../../../package.json');
-    const pkg: unknown = JSON.parse(fs.readFileSync(pkgPath, 'utf-8'));
-    const version = (pkg as { version?: unknown }).version;
-    cachedVersion = typeof version === 'string' ? version : 'unknown';
-  } catch {
-    cachedVersion = 'unknown';
+/**
+ * Find this package's own `package.json` starting from `fromDir`, verifying
+ * identity by name — not just presence — so a candidate offset that happens
+ * to land on an unrelated `package.json` (e.g. a monorepo root) is never
+ * mistaken for this package's.
+ */
+export function findOwnPackageJson(fromDir: string): { version: string } | undefined {
+  for (const offset of CANDIDATE_OFFSETS) {
+    try {
+      const pkgPath = path.resolve(fromDir, offset, 'package.json');
+      const pkg: unknown = JSON.parse(fs.readFileSync(pkgPath, 'utf-8'));
+      const { name, version } = pkg as { name?: unknown; version?: unknown };
+      if (name === '@piwitests/reporter' && typeof version === 'string') return { version };
+    } catch {
+      // try the next candidate
+    }
   }
+  return undefined;
+}
 
+/** Read the reporter package's own version from `package.json`, memoized. Falls back to `'unknown'` if it can't be read (e.g. an unusual install layout). */
+export function getReporterVersion(): string {
+  if (cachedVersion) return cachedVersion;
+  cachedVersion = findOwnPackageJson(__dirname)?.version ?? 'unknown';
   return cachedVersion;
 }
diff --git a/reporter/src/internal/support/run-url.ts b/reporter/src/internal/support/run-url.ts
new file mode 100644
index 00000000..78ce5f1a
--- /dev/null
+++ b/reporter/src/internal/support/run-url.ts
@@ -0,0 +1,4 @@
+/** Build a clickable dashboard URL for a run, tolerating a trailing slash on `serverUrl`. */
+export function runUrl(serverUrl: string, runId: number | string): string {
+  return `${serverUrl.replace(/\/+$/, '')}/test-runs/${runId}`;
+}
diff --git a/reporter/src/internal/transport/http-client.ts b/reporter/src/internal/transport/http-client.ts
index 8d0f8999..d0499500 100644
--- a/reporter/src/internal/transport/http-client.ts
+++ b/reporter/src/internal/transport/http-client.ts
@@ -6,6 +6,17 @@ import { Logger } from '../support/logger.js';
 
 export { FormData };
 
+/** Pull a human-readable `message` field out of a JSON error response body, if present. */
+function parseErrorMessage(text: string): string | undefined {
+  try {
+    const parsed: unknown = JSON.parse(text);
+    const message = (parsed as { message?: unknown } | null)?.message;
+    return typeof message === 'string' ? message : undefined;
+  } catch {
+    return undefined;
+  }
+}
+
 /**
  * An HTTP response with a non-2xx status. Carries the numeric `status` so
  * callers can branch on a specific code (401, 404, 409, 422, …) via
@@ -61,6 +72,11 @@ export class HttpClient {
     private readonly timeout = 30000,
   ) {}
 
+  /** Base URL of the Piwi Dashboard server this client talks to (used to print run links). */
+  get baseUrl(): string {
+    return this.serverUrl;
+  }
+
   /**
    * Resolve an auth credential: prefer `apiKey`, fall back to `username`/`password` login,
    * or return `null` when neither is configured.
@@ -128,7 +144,12 @@ export class HttpClient {
     const headers = form.getHeaders() as Record<string, string>;
     const res = await this.request('POST', pathname, { headers, form, auth });
     if (res.status < 200 || res.status >= 300) {
-      throw new HttpError(res.status, `Request failed with status ${res.status}: ${res.text}`);
+      this.logger.debugError(`Response: ${res.text}`);
+      const detail = parseErrorMessage(res.text);
+      throw new HttpError(
+        res.status,
+        detail ? `Request failed with status ${res.status}: ${detail}` : `Request failed with status ${res.status}`,
+      );
     }
     try {
       return JSON.parse(res.text);
diff --git a/reporter/tests/reporter-version.spec.ts b/reporter/tests/reporter-version.spec.ts
index b21aa6a1..d5702830 100644
--- a/reporter/tests/reporter-version.spec.ts
+++ b/reporter/tests/reporter-version.spec.ts
@@ -1,7 +1,8 @@
 import { describe, it, expect } from 'vitest';
 import * as fs from 'node:fs';
 import * as path from 'node:path';
-import { getReporterVersion } from '../src/internal/support/reporter-version.js';
+import * as os from 'node:os';
+import { getReporterVersion, findOwnPackageJson } from '../src/internal/support/reporter-version.js';
 
 describe('getReporterVersion', () => {
   it("returns the reporter package's own version", () => {
@@ -13,3 +14,33 @@ describe('getReporterVersion', () => {
     expect(getReporterVersion()).toBe(getReporterVersion());
   });
 });
+
+describe('findOwnPackageJson', () => {
+  function makeFakePackageRoot(version: string): string {
+    const dir = fs.mkdtempSync(path.join(os.tmpdir(), 'piwi-reporter-version-'));
+    fs.writeFileSync(path.join(dir, 'package.json'), JSON.stringify({ name: '@piwitests/reporter', version }));
+    return dir;
+  }
+
+  it('resolves one level up — the published, bundled dist/index.js layout', () => {
+    const pkgRoot = makeFakePackageRoot('9.9.9');
+    const distDir = path.join(pkgRoot, 'dist');
+    fs.mkdirSync(distDir);
+    expect(findOwnPackageJson(distDir)?.version).toBe('9.9.9');
+  });
+
+  it('resolves three levels up — the unbundled src/internal/support layout', () => {
+    const pkgRoot = makeFakePackageRoot('9.9.9');
+    const srcDir = path.join(pkgRoot, 'src', 'internal', 'support');
+    fs.mkdirSync(srcDir, { recursive: true });
+    expect(findOwnPackageJson(srcDir)?.version).toBe('9.9.9');
+  });
+
+  it('ignores a package.json that is not @piwitests/reporter', () => {
+    const dir = fs.mkdtempSync(path.join(os.tmpdir(), 'piwi-reporter-version-'));
+    const distDir = path.join(dir, 'dist');
+    fs.mkdirSync(distDir);
+    fs.writeFileSync(path.join(dir, 'package.json'), JSON.stringify({ name: 'not-piwi', version: '1.0.0' }));
+    expect(findOwnPackageJson(distDir)).toBeUndefined();
+  });
+});