diff --git a/frontend/src/lib/components/health/PolicyForm.svelte b/frontend/src/lib/components/health/PolicyForm.svelte
index ed774e9a..65cff762 100644
--- a/frontend/src/lib/components/health/PolicyForm.svelte
+++ b/frontend/src/lib/components/health/PolicyForm.svelte
@@ -5,16 +5,19 @@
 @PURPOSE: Form for creating and editing validation policies.
 @LAYER UI
 @RELATION DEPENDS_ON -> [ValidationPolicy]
-@PRE: Parent provides callable onSave/onCancel handlers and an environments collection that may be empty but remains array-like.
-@POST: Form submission forwards the current draft to onSave and cancel delegates dismissal to the parent callback without mutating external state directly.
+@PRE: Parent provides callable onSave/onCancel handlers and an environments collection.
+@POST: Form submission forwards the current draft to onSave and cancel delegates dismissal to the parent callback.
 
-@UX_STATE: Idle -> Displays the policy form.
+@UX_STATE: Idle -> Displays the policy form with editable fields.
 @UX_STATE: Submitting -> Disables inputs and shows a loading state.
-@UX_FEEDBACK: Success -> Parent flow can close the form after a successful save.
-@UX_FEEDBACK: Error -> Invalid field or submit failures keep the draft visible for correction.
-@UX_REACTIVITY: Uses $state for mutable form data and $derived values for window health checks.
+@UX_FEEDBACK: Success -> Parent flow closes the form after a successful save.
+@UX_FEEDBACK: Error -> Submit failures keep the draft visible for correction.
+@UX_REACTIVITY: Uses $state for mutable form data and $derived for window health checks.
 -->
 <script lang="ts">
+  import { Button, Input, Select } from '$lib/ui';
+  import { t } from '$lib/i18n/index.svelte.js';
+
   /** @type {{ policy: any, environments: any[], onSave: (p: any) => void, onCancel: () => void }} */
   let { policy = null, environments = [], onSave, onCancel } = $props();
 
@@ -31,7 +34,7 @@
       name: currentPolicy.name || '',
       environment_id: currentPolicy.environment_id || (currentEnvironments[0]?.id || ''),
       dashboard_ids: Array.isArray(currentPolicy.dashboard_ids) ? currentPolicy.dashboard_ids : [],
-      schedule_days: Array.isArray(currentPolicy.schedule_days) ? currentPolicy.schedule_days : [1, 2, 3, 4, 5], // Default Mon-Fri
+      schedule_days: Array.isArray(currentPolicy.schedule_days) ? currentPolicy.schedule_days : [1, 2, 3, 4, 5],
       window_start: currentPolicy.window_start || '01:00',
       window_end: currentPolicy.window_end || '05:00',
       notify_owners: currentPolicy.notify_owners ?? true,
@@ -46,21 +49,25 @@
     formData = buildFormData(getSafePolicy(), getSafeEnvironments());
   });
 
-  const days = [
-    { id: 0, label: 'Sun' },
-    { id: 1, label: 'Mon' },
-    { id: 2, label: 'Tue' },
-    { id: 3, label: 'Wed' },
-    { id: 4, label: 'Thu' },
-    { id: 5, label: 'Fri' },
-    { id: 6, label: 'Sat' }
-  ];
+  const days = $derived([
+    { id: 0, label: t.settings?.day_sun || 'Sun' },
+    { id: 1, label: t.settings?.day_mon || 'Mon' },
+    { id: 2, label: t.settings?.day_tue || 'Tue' },
+    { id: 3, label: t.settings?.day_wed || 'Wed' },
+    { id: 4, label: t.settings?.day_thu || 'Thu' },
+    { id: 5, label: t.settings?.day_fri || 'Fri' },
+    { id: 6, label: t.settings?.day_sat || 'Sat' }
+  ]);
 
-  const alertConditions = [
-    { id: 'FAIL_ONLY', label: 'Only on Failure' },
-    { id: 'WARN_AND_FAIL', label: 'On Warning or Failure' },
-    { id: 'ALWAYS', label: 'Always' }
-  ];
+  const alertConditionOptions = $derived([
+    { value: 'FAIL_ONLY', label: t.settings?.alert_fail_only || 'Only on Failure' },
+    { value: 'WARN_AND_FAIL', label: t.settings?.alert_warn_and_fail || 'On Warning or Failure' },
+    { value: 'ALWAYS', label: t.settings?.alert_always || 'Always' }
+  ]);
+
+  const environmentOptions = $derived(
+    getSafeEnvironments().map(e => ({ value: e.id, label: e.name || e.id }))
+  );
 
   let windowDurationMinutes = $derived(() => {
     const [h1, m1] = formData.window_start.split(':').map(Number);
@@ -71,7 +78,7 @@
     return end - start;
   });
 
-  let isWindowTooSmall = $derived(windowDurationMinutes() < formData.dashboard_ids.length * 1); // Example: 1 min per dashboard
+  let isWindowTooSmall = $derived(windowDurationMinutes() < formData.dashboard_ids.length * 1);
 
   async function handleSubmit(event) {
     event.preventDefault();
@@ -92,109 +99,110 @@
   }
 </script>
 
-<form onsubmit={handleSubmit} class="space-y-6 p-6 bg-surface-card dark:bg-terminal-surface rounded-lg shadow-sm">
+<form onsubmit={handleSubmit} class="space-y-6 bg-surface-card border border-border rounded-lg p-6 shadow-sm">
   <div class="grid grid-cols-1 md:grid-cols-2 gap-6">
-    <!-- Basic Info -->
+    <!-- Left Column: Basic Info -->
     <div class="space-y-4">
-      <div>
-        <label for="name" class="block text-sm font-medium text-text dark:text-text-subtle">Policy Name</label>
-        <input id="name" type="text" bind:value={formData.name} 
-          class="mt-1 block w-full border-border-strong dark:border-border-strong dark:bg-terminal-bg rounded-md shadow-sm focus-visible:ring-primary-ring focus-visible:border-primary-ring sm:text-sm" 
-          placeholder="e.g., Production Morning Check" required disabled={isSubmitting} />
-      </div>
+      <Input
+        label={$t.settings?.policy_name || 'Policy Name'}
+        bind:value={formData.name}
+        placeholder={$t.settings?.policy_name_placeholder || 'e.g., Production Morning Check'}
+        disabled={isSubmitting}
+      />
 
-      <div>
-        <label for="env" class="block text-sm font-medium text-text dark:text-text-subtle">Environment</label>
-        <select id="env" bind:value={formData.environment_id} 
-          class="mt-1 block w-full border-border-strong dark:border-border-strong dark:bg-terminal-bg rounded-md shadow-sm focus-visible:ring-primary-ring focus-visible:border-primary-ring sm:text-sm" 
-          disabled={isSubmitting}>
-          {#each getSafeEnvironments() as env}
-            <option value={env.id}>{env.name || env.id}</option>
-          {/each}
-        </select>
-      </div>
+      <Select
+        label={$t.settings?.environment || 'Environment'}
+        bind:value={formData.environment_id}
+        options={environmentOptions}
+        disabled={isSubmitting}
+      />
 
-      <div>
-        <span class="block text-sm font-medium text-text dark:text-text-subtle">Schedule Days</span>
-        <div class="mt-2 flex flex-wrap gap-2">
+      <!-- Schedule Days -->
+      <fieldset class="border-0 p-0 m-0">
+        <legend class="text-sm font-medium text-text mb-2">{$t.settings?.schedule_days || 'Schedule Days'}</legend>
+        <div class="flex flex-wrap gap-2">
           {#each days as day}
-            <button type="button" 
+            <button
+              type="button"
               onclick={() => toggleDay(day.id)}
-              class="px-3 py-1 text-xs font-semibold rounded-full border transition-colors
-                {formData.schedule_days.includes(day.id) 
-                  ? 'bg-primary-light text-primary border-primary-ring dark:bg-primary dark:text-primary' 
-                  : 'bg-surface-muted text-text-muted border-border dark:bg-terminal-bg dark:text-text-subtle dark:border-border-strong'}"
-              disabled={isSubmitting}>
+              class="px-3 py-1 text-xs font-semibold rounded-full border transition-colors cursor-pointer
+                {formData.schedule_days.includes(day.id)
+                  ? 'bg-primary-light text-primary border-primary-ring dark:bg-primary dark:text-primary'
+                  : 'bg-surface-card text-text-muted border-border-strong hover:bg-surface-muted dark:bg-terminal-bg dark:text-text-subtle dark:border-border-strong'}"
+              disabled={isSubmitting}
+            >
               {day.label}
             </button>
           {/each}
         </div>
-      </div>
+      </fieldset>
     </div>
 
-    <!-- Window & Alerts -->
+    <!-- Right Column: Window & Alerts -->
     <div class="space-y-4">
       <div class="grid grid-cols-2 gap-4">
-        <div>
-          <label for="start" class="block text-sm font-medium text-text dark:text-text-subtle">Window Start</label>
-          <input id="start" type="time" bind:value={formData.window_start} 
-            class="mt-1 block w-full border-border-strong dark:border-border-strong dark:bg-terminal-bg rounded-md shadow-sm focus-visible:ring-primary-ring focus-visible:border-primary-ring sm:text-sm" 
-            disabled={isSubmitting} />
-        </div>
-        <div>
-          <label for="end" class="block text-sm font-medium text-text dark:text-text-subtle">Window End</label>
-          <input id="end" type="time" bind:value={formData.window_end} 
-            class="mt-1 block w-full border-border-strong dark:border-border-strong dark:bg-terminal-bg rounded-md shadow-sm focus-visible:ring-primary-ring focus-visible:border-primary-ring sm:text-sm" 
-            disabled={isSubmitting} />
-        </div>
+        <Input
+          label={$t.settings?.window_start || 'Window Start'}
+          type="time"
+          bind:value={formData.window_start}
+          disabled={isSubmitting}
+        />
+        <Input
+          label={$t.settings?.window_end || 'Window End'}
+          type="time"
+          bind:value={formData.window_end}
+          disabled={isSubmitting}
+        />
       </div>
 
       {#if formData.dashboard_ids.length > 0}
-        <div class="p-3 bg-primary-light dark:bg-primary/30 rounded-md border border-primary-ring dark:border-primary-ring">
+        <div class="p-3 bg-primary-light dark:bg-primary/30 rounded-md border border-primary-ring">
           <p class="text-xs text-primary dark:text-primary">
-            💡 System will automatically distribute {formData.dashboard_ids.length} checks within this {Math.floor(windowDurationMinutes() / 60)}h {windowDurationMinutes() % 60}m window.
+            {($t.settings?.distribution_info || 'System will automatically distribute {count} checks within this {hours}h {minutes}m window.')
+              .replace('{count}', formData.dashboard_ids.length)
+              .replace('{hours}', Math.floor(windowDurationMinutes() / 60))
+              .replace('{minutes}', windowDurationMinutes() % 60)}
           </p>
           {#if isWindowTooSmall}
-            <p class="mt-1 text-xs text-warning dark:text-warning font-medium">
-              ⚠️ Window might be too narrow for {formData.dashboard_ids.length} dashboards.
+            <p class="mt-1 text-xs text-warning font-medium">
+              {($t.settings?.window_warning || 'Window might be too narrow for {count} dashboards.')
+                .replace('{count}', formData.dashboard_ids.length)}
             </p>
           {/if}
         </div>
       {/if}
 
-      <div>
-        <label for="alert" class="block text-sm font-medium text-text dark:text-text-subtle">Alert Condition</label>
-        <select id="alert" bind:value={formData.alert_condition} 
-          class="mt-1 block w-full border-border-strong dark:border-border-strong dark:bg-terminal-bg rounded-md shadow-sm focus-visible:ring-primary-ring focus-visible:border-primary-ring sm:text-sm" 
-          disabled={isSubmitting}>
-          {#each alertConditions as cond}
-            <option value={cond.id}>{cond.label}</option>
-          {/each}
-        </select>
-      </div>
+      <Select
+        label={$t.settings?.alert_condition || 'Alert Condition'}
+        bind:value={formData.alert_condition}
+        options={alertConditionOptions}
+        disabled={isSubmitting}
+      />
 
+      <!-- Notify Owners Checkbox -->
       <div class="flex items-center">
-        <input id="notify" type="checkbox" bind:checked={formData.notify_owners} 
-          class="h-4 w-4 text-primary focus-visible:ring-primary-ring border-border-strong rounded" 
-          disabled={isSubmitting} />
+        <input
+          id="notify"
+          type="checkbox"
+          bind:checked={formData.notify_owners}
+          class="h-4 w-4 text-primary focus-visible:ring-primary-ring border-border-strong rounded"
+          disabled={isSubmitting}
+        />
         <label for="notify" class="ml-2 block text-sm text-text dark:text-text-subtle">
-          Auto-notify Dashboard Owners
+          {$t.settings?.notify_owners || 'Auto-notify Dashboard Owners'}
         </label>
       </div>
     </div>
   </div>
 
-  <div class="pt-4 border-t border-border dark:border-terminal-border flex justify-end space-x-3">
-    <button type="button" onclick={onCancel} 
-      class="px-4 py-2 text-sm font-medium text-text bg-surface-card border border-border-strong rounded-md shadow-sm hover:bg-surface-muted focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-offset-2 focus-visible:ring-primary-ring dark:bg-terminal-bg dark:text-text-subtle dark:border-border-strong dark:hover:bg-surface-muted"
-      disabled={isSubmitting}>
-      Cancel
-    </button>
-    <button type="submit" 
-      class="px-4 py-2 text-sm font-medium text-white bg-primary border border-transparent rounded-md shadow-sm hover:bg-primary-hover focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-offset-2 focus-visible:ring-primary-ring disabled:opacity-50"
-      disabled={isSubmitting}>
-      {isSubmitting ? 'Saving...' : 'Save Policy'}
-    </button>
+  <!-- Actions -->
+  <div class="pt-4 border-t border-border flex justify-end space-x-3">
+    <Button variant="secondary" onclick={onCancel} disabled={isSubmitting}>
+      {$t.settings?.cancel || 'Cancel'}
+    </Button>
+    <Button type="submit" disabled={isSubmitting}>
+      {isSubmitting ? ($t.settings?.saving_policy || 'Saving...') : ($t.settings?.save_policy || 'Save Policy')}
+    </Button>
   </div>
 </form>
 <!-- #endregion PolicyForm -->
diff --git a/frontend/src/lib/i18n/locales/en/settings.json b/frontend/src/lib/i18n/locales/en/settings.json
index 6b3427e7..822e4233 100644
--- a/frontend/src/lib/i18n/locales/en/settings.json
+++ b/frontend/src/lib/i18n/locales/en/settings.json
@@ -149,5 +149,50 @@
   "help_migration_cron": "Cron expression for automatic cross-environment ID synchronization. Format: minute hour day month weekday. Example: 0 2 * * * (daily at 2 AM UTC).",
   "help_migration_sync_now": "Triggers an immediate synchronization of Dashboard, Chart, and Dataset IDs across all configured environments.",
   "help_feature_dataset_review": "Enable the Dataset Review workflow: automatic review, clarification sessions, and SQL execution for imported datasets.",
-  "help_feature_health_monitor": "Enable dashboard health monitoring: validation reports, status aggregation, and health summary display."
+  "help_feature_health_monitor": "Enable dashboard health monitoring: validation reports, status aggregation, and health summary display.",
+
+  "automation_policies": "Automation Policies",
+  "automation_policies_subtitle": "Manage scheduled validation rules and execution windows.",
+  "create_policy": "Create Policy",
+  "edit_policy": "Edit Policy",
+  "new_policy": "New Policy",
+  "back_to_list": "Back to list",
+  "no_policies": "No policies",
+  "no_policies_desc": "Get started by creating a new automation policy.",
+  "translation_schedules": "Translation Schedules",
+  "policy_name": "Policy Name",
+  "policy_name_placeholder": "e.g., Production Morning Check",
+  "environment": "Environment",
+  "schedule_days": "Schedule Days",
+  "window_start": "Window Start",
+  "window_end": "Window End",
+  "alert_condition": "Alert Condition",
+  "alert_fail_only": "Only on Failure",
+  "alert_warn_and_fail": "On Warning or Failure",
+  "alert_always": "Always",
+  "notify_owners": "Auto-notify Dashboard Owners",
+  "cancel": "Cancel",
+  "save_policy": "Save Policy",
+  "saving_policy": "Saving...",
+  "policy_created": "Policy created successfully",
+  "policy_updated": "Policy updated successfully",
+  "policy_deleted": "Policy deleted successfully",
+  "policy_save_failed": "Failed to save policy",
+  "policy_delete_failed": "Failed to delete policy",
+  "policy_load_failed": "Failed to load automation data",
+  "delete_confirm": "Are you sure you want to delete this policy?",
+  "dashboards_count": "{count} Dashboards",
+  "active": "Active",
+  "inactive": "Inactive",
+  "last_run": "Last: {date}",
+  "distribution_info": "System will automatically distribute {count} checks within this {hours}h {minutes}m window.",
+  "window_warning": "Window might be too narrow for {count} dashboards.",
+
+  "day_sun": "Sun",
+  "day_mon": "Mon",
+  "day_tue": "Tue",
+  "day_wed": "Wed",
+  "day_thu": "Thu",
+  "day_fri": "Fri",
+  "day_sat": "Sat"
 }
diff --git a/frontend/src/lib/i18n/locales/en/validation.json b/frontend/src/lib/i18n/locales/en/validation.json
index adcfb560..055a4b11 100644
--- a/frontend/src/lib/i18n/locales/en/validation.json
+++ b/frontend/src/lib/i18n/locales/en/validation.json
@@ -1,6 +1,7 @@
 {
   "tasks_title": "Validation Tasks",
   "new_task_page": "New Validation Task",
+  "new_task_description": "Configure a new LLM-powered dashboard validation task",
   "edit_task_page": "Edit Task",
   "step_name": "Name & Environment",
   "step_sources": "Sources",
diff --git a/frontend/src/lib/i18n/locales/ru/settings.json b/frontend/src/lib/i18n/locales/ru/settings.json
index a9c86a35..d2dcc187 100644
--- a/frontend/src/lib/i18n/locales/ru/settings.json
+++ b/frontend/src/lib/i18n/locales/ru/settings.json
@@ -149,5 +149,50 @@
   "help_migration_cron": "Cron-выражение для автоматической синхронизации ID между окружениями. Формат: минута час день месяц день_недели. Пример: 0 2 * * * (ежедневно в 02:00 UTC).",
   "help_migration_sync_now": "Запускает немедленную синхронизацию ID дашбордов, чартов и датасетов между всеми настроенными окружениями.",
   "help_feature_dataset_review": "Включить workflow обзора датасетов: автоматический обзор, уточняющие сессии и выполнение SQL для импортированных датасетов.",
-  "help_feature_health_monitor": "Включить мониторинг здоровья дашбордов: отчёты валидации, агрегация статусов и сводка состояния."
+  "help_feature_health_monitor": "Включить мониторинг здоровья дашбордов: отчёты валидации, агрегация статусов и сводка состояния.",
+
+  "automation_policies": "Политики автоматизации",
+  "automation_policies_subtitle": "Управление расписаниями валидации и окнами выполнения.",
+  "create_policy": "Создать политику",
+  "edit_policy": "Редактировать политику",
+  "new_policy": "Новая политика",
+  "back_to_list": "Назад к списку",
+  "no_policies": "Нет политик",
+  "no_policies_desc": "Начните с создания новой политики автоматизации.",
+  "translation_schedules": "Расписания переводов",
+  "policy_name": "Название политики",
+  "policy_name_placeholder": "например, Утренняя проверка Production",
+  "environment": "Окружение",
+  "schedule_days": "Дни расписания",
+  "window_start": "Начало окна",
+  "window_end": "Конец окна",
+  "alert_condition": "Условие оповещения",
+  "alert_fail_only": "Только при ошибке",
+  "alert_warn_and_fail": "При предупреждении или ошибке",
+  "alert_always": "Всегда",
+  "notify_owners": "Автоуведомление владельцев дашбордов",
+  "cancel": "Отмена",
+  "save_policy": "Сохранить политику",
+  "saving_policy": "Сохранение...",
+  "policy_created": "Политика успешно создана",
+  "policy_updated": "Политика успешно обновлена",
+  "policy_deleted": "Политика успешно удалена",
+  "policy_save_failed": "Не удалось сохранить политику",
+  "policy_delete_failed": "Не удалось удалить политику",
+  "policy_load_failed": "Не удалось загрузить данные автоматизации",
+  "delete_confirm": "Вы уверены, что хотите удалить эту политику?",
+  "dashboards_count": "{count} дашбордов",
+  "active": "Активен",
+  "inactive": "Неактивен",
+  "last_run": "Последний: {date}",
+  "distribution_info": "Система автоматически распределит {count} проверок в этом окне {hours}ч {minutes}м.",
+  "window_warning": "Окно может быть слишком узким для {count} дашбордов.",
+
+  "day_sun": "Вс",
+  "day_mon": "Пн",
+  "day_tue": "Вт",
+  "day_wed": "Ср",
+  "day_thu": "Чт",
+  "day_fri": "Пт",
+  "day_sat": "Сб"
 }
diff --git a/frontend/src/lib/i18n/locales/ru/validation.json b/frontend/src/lib/i18n/locales/ru/validation.json
index ec06e6f4..a238fa11 100644
--- a/frontend/src/lib/i18n/locales/ru/validation.json
+++ b/frontend/src/lib/i18n/locales/ru/validation.json
@@ -1,6 +1,7 @@
 {
   "tasks_title": "Задачи валидации",
   "new_task_page": "Новая задача валидации",
+  "new_task_description": "Настройте новую задачу LLM-валидации дашбордов",
   "edit_task_page": "Редактировать задачу",
   "step_name": "Название и окружение",
   "step_sources": "Источники",
diff --git a/frontend/src/routes/settings/automation/+page.svelte b/frontend/src/routes/settings/automation/+page.svelte
index d599bbf7..f345301e 100644
--- a/frontend/src/routes/settings/automation/+page.svelte
+++ b/frontend/src/routes/settings/automation/+page.svelte
@@ -1,17 +1,17 @@
 <!-- #region AutomationPage [C:3] [TYPE Page] [SEMANTICS sveltekit, automation, policy, validation, config] -->
 <!-- @BRIEF Page component: routes/settings/automation/+page.svelte -->
 <!-- @LAYER Page -->
-<!--
-@RELATION USES -> [EXT:frontend:App]
- 
-  @PURPOSE: Settings page for managing validation policies.
-  @LAYER Page
-  @UX_STATE: Idle -> Displays the list of automation policies.
-  @UX_STATE: Loading -> Shows a loading spinner while fetching policies.
-  @UX_REATIVITY: State: $state, Derived: $derived.
--->
+<!-- @RELATION USES -> [EXT:frontend:App] -->
+<!-- @PURPOSE: Settings page for managing validation policies. -->
+<!-- @UX_STATE: Idle -> Displays the list of automation policies. -->
+<!-- @UX_STATE: Loading -> Shows a loading spinner while fetching policies. -->
+<!-- @UX_REACTIVITY: State: $state, Derived: $derived. -->
+<!-- @UX_STATE: Form -> Policy creation/edit form visible. -->
+<!-- @UX_FEEDBACK: Toast on save/delete success/error. -->
+<!-- @UX_RECOVERY: Retry load via refresh. -->
 <script lang="ts">
   import { onMount } from 'svelte';
+  import { Button, PageHeader, Card, EmptyState } from '$lib/ui';
   import PolicyForm from '$lib/components/health/PolicyForm.svelte';
   import { 
     getValidationPolicies, 
@@ -22,6 +22,7 @@
     getTranslationSchedules
   } from '$lib/api';
   import { addToast } from '$lib/toasts.svelte.js';
+  import { t } from '$lib/i18n/index.svelte.js';
 
   let policies = $state([]);
   let environments = $state([]);
@@ -42,52 +43,12 @@
         getEnvironments(),
         getTranslationSchedules()
       ]);
-
-      const policyArray = Array.isArray(policiesData) ? policiesData : [];
-      const environmentArray = Array.isArray(envsData) ? envsData : [];
-
-      const invalidPolicies = policyArray
-        .map((policy, index) => ({ index, policy }))
-        .filter(({ policy }) => !policy || typeof policy !== 'object');
-      const policiesWithMissingName = policyArray
-        .map((policy, index) => ({ index, policy }))
-        .filter(({ policy }) => policy && (policy.name === null || policy.name === undefined));
-
-      const invalidEnvironments = environmentArray
-        .map((env, index) => ({ index, env }))
-        .filter(({ env }) => !env || typeof env !== 'object');
-      const environmentsWithMissingName = environmentArray
-        .map((env, index) => ({ index, env }))
-        .filter(({ env }) => env && (env.name === null || env.name === undefined));
-
-      console.log('[AutomationSettingsPage][Debug] Loaded payload shapes', {
-        policiesCount: policyArray.length,
-        environmentsCount: environmentArray.length,
-        invalidPoliciesCount: invalidPolicies.length,
-        policiesWithMissingNameCount: policiesWithMissingName.length,
-        invalidEnvironmentsCount: invalidEnvironments.length,
-        environmentsWithMissingNameCount: environmentsWithMissingName.length
-      });
-
-      if (invalidPolicies.length > 0 || policiesWithMissingName.length > 0) {
-        console.warn('[AutomationSettingsPage][Debug] Suspicious policy payload detected', {
-          invalidPolicies,
-          policiesWithMissingName
-        });
-      }
-
-      if (invalidEnvironments.length > 0 || environmentsWithMissingName.length > 0) {
-        console.warn('[AutomationSettingsPage][Debug] Suspicious environments payload detected', {
-          invalidEnvironments,
-          environmentsWithMissingName
-        });
-      }
-
       policies = policiesData;
       environments = envsData;
       translationSchedules = Array.isArray(schedulesData) ? schedulesData : [];
     } catch (error) {
       console.error('Failed to load automation data:', error);
+      addToast(t.settings?.policy_load_failed || 'Failed to load automation data', 'error');
     } finally {
       isLoading = false;
     }
@@ -99,16 +60,7 @@
   }
 
   function handleEdit(policy) {
-    if (!policy) {
-      console.error('[AutomationSettingsPage][Debug] handleEdit received invalid policy', { policy });
-      return;
-    }
-    console.log('[AutomationSettingsPage][Debug] handleEdit policy snapshot', {
-      id: policy.id,
-      name: policy.name,
-      environment_id: policy.environment_id,
-      dashboard_ids_type: Array.isArray(policy.dashboard_ids) ? 'array' : typeof policy.dashboard_ids
-    });
+    if (!policy) return;
     selectedPolicy = policy;
     showForm = true;
   }
@@ -117,95 +69,53 @@
     try {
       if (selectedPolicy) {
         await updateValidationPolicy(selectedPolicy.id, formData);
-        addToast('Policy updated successfully', 'success');
+        addToast(t.settings?.policy_updated || 'Policy updated successfully', 'success');
       } else {
         await createValidationPolicy(formData);
-        addToast('Policy created successfully', 'success');
+        addToast(t.settings?.policy_created || 'Policy created successfully', 'success');
       }
       showForm = false;
       await loadData();
     } catch (error) {
       console.error('Failed to save policy:', error);
+      addToast(t.settings?.policy_save_failed || 'Failed to save policy', 'error');
     }
   }
 
   async function handleDelete(id) {
-    if (!confirm('Are you sure you want to delete this policy?')) return;
+    if (!confirm(t.settings?.delete_confirm || 'Are you sure you want to delete this policy?')) return;
     try {
       await deleteValidationPolicy(id);
-      addToast('Policy deleted successfully', 'success');
+      addToast(t.settings?.policy_deleted || 'Policy deleted successfully', 'success');
       await loadData();
     } catch (error) {
       console.error('Failed to delete policy:', error);
+      addToast(t.settings?.policy_delete_failed || 'Failed to delete policy', 'error');
     }
   }
 
   function getEnvName(id) {
     const envMatch = environments.find((e) => e?.id === id);
-    if (!envMatch) {
-      console.warn('[AutomationSettingsPage][Debug] Environment not found for policy environment_id', {
-        requestedEnvironmentId: id,
-        environmentsCount: Array.isArray(environments) ? environments.length : -1
-      });
-    } else if (envMatch.name === null || envMatch.name === undefined) {
-      console.warn('[AutomationSettingsPage][Debug] Environment has null/undefined name', {
-        requestedEnvironmentId: id,
-        environment: envMatch
-      });
-    }
     return envMatch?.name || id;
   }
 
   const dayLabels = ['Sun', 'Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat'];
-
-  $effect(() => {
-    if (isLoading) return;
-
-    const policiesWithNullName = (Array.isArray(policies) ? policies : []).filter(
-      (policy) => policy && (policy.name === null || policy.name === undefined)
-    );
-    const policyEntriesWithNullDashboardIds = (Array.isArray(policies) ? policies : []).filter(
-      (policy) => policy && !Array.isArray(policy.dashboard_ids)
-    );
-
-    if (policiesWithNullName.length > 0 || policyEntriesWithNullDashboardIds.length > 0) {
-      console.warn('[AutomationSettingsPage][Debug] Render-time suspicious policy data detected', {
-        policiesWithNullName,
-        policyEntriesWithNullDashboardIds
-      });
-    }
-  });
 </script>
 
-<div class="container mx-auto p-6 max-w-5xl">
-  <div class="flex justify-between items-center mb-8">
-    <div>
-      <h1 class="text-2xl font-bold text-text dark:text-terminal-bright">Automation Policies</h1>
-      <p class="text-sm text-text-muted dark:text-text-subtle mt-1">Manage scheduled validation rules and execution windows.</p>
-    </div>
-    {#if !showForm}
-      <button onclick={handleAdd} 
-        class="inline-flex items-center px-4 py-2 border border-transparent text-sm font-medium rounded-md shadow-sm text-white bg-primary hover:bg-primary-hover focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-offset-2 focus-visible:ring-primary-ring">
-        <svg class="-ml-1 mr-2 h-5 w-5" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 20 20" fill="currentColor">
-          <path fill-rule="evenodd" d="M10 3a1 1 0 011 1v5h5a1 1 0 110 2h-5v5a1 1 0 11-2 0v-5H4a1 1 0 110-2h5V4a1 1 0 011-1z" clip-rule="evenodd" />
-        </svg>
-        Create Policy
-      </button>
-    {/if}
-  </div>
-
+<div class="container mx-auto">
   {#if showForm}
-    <div class="mb-8">
+    <!-- Form Mode -->
+    <div class="mb-6">
       <div class="flex items-center mb-4">
-        <button onclick={() => showForm = false} class="text-sm text-primary hover:text-primary-hover flex items-center">
+        <Button variant="ghost" onclick={() => showForm = false}>
           <svg class="mr-1 h-4 w-4" fill="none" viewBox="0 0 24 24" stroke="currentColor">
             <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M15 19l-7-7 7-7" />
           </svg>
-          Back to list
-        </button>
+          {$t.settings?.back_to_list || 'Back to list'}
+        </Button>
         <span class="mx-2 text-text-subtle">|</span>
-        <h2 class="text-lg font-medium text-text dark:text-terminal-bright">
-          {selectedPolicy ? 'Edit Policy' : 'New Policy'}
+        <h2 class="text-lg font-medium text-text">
+          {selectedPolicy ? ($t.settings?.edit_policy || 'Edit Policy') : ($t.settings?.new_policy || 'New Policy')}
         </h2>
       </div>
       <PolicyForm 
@@ -216,121 +126,131 @@
       />
     </div>
   {:else if isLoading}
+    <!-- Loading State -->
     <div class="flex justify-center py-12">
       <div class="animate-spin rounded-full h-8 w-8 border-b-2 border-primary"></div>
     </div>
   {:else}
-    <div class="bg-surface-card dark:bg-terminal-surface shadow overflow-hidden sm:rounded-md border border-border dark:border-terminal-border">
-      <ul class="divide-y divide-border dark:divide-gray-700">
+    <!-- Header -->
+    <PageHeader title={$t.settings?.automation_policies || 'Automation Policies'}>
+      {#snippet subtitle()}
+        <p class="text-sm text-text-muted dark:text-text-subtle">{$t.settings?.automation_policies_subtitle || 'Manage scheduled validation rules and execution windows.'}</p>
+      {/snippet}
+      {#snippet actions()}
+        <Button onclick={handleAdd}>
+          <svg class="-ml-1 mr-2 h-5 w-5" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 20 20" fill="currentColor">
+            <path fill-rule="evenodd" d="M10 3a1 1 0 011 1v5h5a1 1 0 110 2h-5v5a1 1 0 11-2 0v-5H4a1 1 0 110-2h5V4a1 1 0 011-1z" clip-rule="evenodd" />
+          </svg>
+          {$t.settings?.create_policy || 'Create Policy'}
+        </Button>
+      {/snippet}
+    </PageHeader>
+
+    <!-- Policy List -->
+    <Card padding="none" class="mb-8">
+      <ul class="divide-y divide-border">
         {#each policies as policy}
           <li>
             <div class="px-4 py-4 sm:px-6 hover:bg-surface-muted dark:hover:bg-terminal-bg/50 transition-colors">
               <div class="flex items-center justify-between">
-                <div class="flex items-center">
+                <div class="flex items-center min-w-0">
                   <div class="flex-shrink-0">
-                    <div class="h-10 w-10 rounded-full bg-primary-light dark:bg-primary flex items-center justify-center text-primary dark:text-primary">
+                    <div class="h-10 w-10 rounded-full bg-primary-light dark:bg-primary flex items-center justify-center text-primary">
                       <svg class="h-6 w-6" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                         <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M12 8v4l3 3m6-3a9 9 0 11-18 0 9 9 0 0118 0z" />
                       </svg>
                     </div>
                   </div>
-                  <div class="ml-4">
-                    <h3 class="text-sm font-medium text-primary dark:text-primary truncate">{policy.name}</h3>
+                  <div class="ml-4 min-w-0">
+                    <h3 class="text-sm font-medium text-primary truncate">{policy.name}</h3>
                     <div class="mt-1 flex items-center text-xs text-text-muted dark:text-text-subtle">
-                      <span class="font-medium">{getEnvName(policy.environment_id)}</span>
-                      <span class="mx-2">•</span>
-                      <span>{policy.dashboard_ids.length} Dashboards</span>
+                      <span class="font-medium truncate">{getEnvName(policy.environment_id)}</span>
+                      <span class="mx-2 shrink-0">•</span>
+                      <span class="whitespace-nowrap">{$t.settings?.dashboards_count?.replace('{count}', policy.dashboard_ids.length) || `${policy.dashboard_ids.length} Dashboards`}</span>
                     </div>
                   </div>
                 </div>
-                <div class="flex items-center space-x-4">
+                <div class="flex items-center space-x-4 shrink-0 ml-4">
                   <div class="text-right hidden sm:block">
-                    <div class="text-xs font-medium text-text dark:text-terminal-bright">
-                      {policy.window_start} - {policy.window_end}
+                    <div class="text-xs font-medium text-text dark:text-terminal-bright whitespace-nowrap">
+                      {policy.window_start} – {policy.window_end}
                     </div>
-                    <div class="text-xs text-text-muted dark:text-text-subtle">
+                    <div class="text-xs text-text-muted dark:text-text-subtle whitespace-nowrap">
                       {policy.schedule_days.map(d => dayLabels[d]).join(', ')}
                     </div>
                   </div>
-                  <div class="flex items-center space-x-2">
-                    <button onclick={() => handleEdit(policy)} aria-label="Edit policy" title="Edit policy" class="p-2 text-text-subtle hover:text-primary dark:hover:text-primary">
+                  <div class="flex items-center space-x-1">
+                    <Button variant="ghost" onclick={() => handleEdit(policy)} aria-label={$t.settings?.edit_policy || 'Edit policy'}>
                       <svg class="h-5 w-5" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                         <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M11 5H6a2 2 0 00-2 2v11a2 2 0 002 2h11a2 2 0 002-2v-5m-1.414-9.414a2 2 0 112.828 2.828L11.828 15H9v-2.828l8.586-8.586z" />
                       </svg>
-                    </button>
-                    <button onclick={() => handleDelete(policy.id)} aria-label="Delete policy" title="Delete policy" class="p-2 text-text-subtle hover:text-destructive dark:hover:text-destructive">
+                    </Button>
+                    <Button variant="ghost" onclick={() => handleDelete(policy.id)} aria-label="Delete" class="hover:text-destructive">
                       <svg class="h-5 w-5" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                         <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 7l-.867 12.142A2 2 0 0116.138 21H7.862a2 2 0 01-1.995-1.858L5 7m5 4v6m4-6v6m1-10V4a1 1 0 00-1-1h-4a1 1 0 00-1 1v3M4 7h16" />
                       </svg>
-                    </button>
+                    </Button>
                   </div>
                 </div>
               </div>
             </div>
           </li>
         {:else}
-          <li class="px-4 py-12 text-center">
-            <svg class="mx-auto h-12 w-12 text-text-subtle" fill="none" viewBox="0 0 24 24" stroke="currentColor">
-              <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2" />
-            </svg>
-            <h3 class="mt-2 text-sm font-medium text-text dark:text-terminal-bright">No policies</h3>
-            <p class="mt-1 text-sm text-text-muted dark:text-text-subtle">Get started by creating a new automation policy.</p>
-            <div class="mt-6">
-              <button onclick={handleAdd} class="inline-flex items-center px-4 py-2 border border-transparent shadow-sm text-sm font-medium rounded-md text-white bg-primary hover:bg-primary-hover focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-offset-2 focus-visible:ring-primary-ring">
-                Create Policy
-              </button>
-            </div>
+          <li>
+            <EmptyState
+              title={$t.settings?.no_policies || 'No policies'}
+              description={$t.settings?.no_policies_desc || 'Get started by creating a new automation policy.'}
+              actionLabel={$t.settings?.create_policy || 'Create Policy'}
+              onAction={handleAdd}
+            />
           </li>
         {/each}
       </ul>
-    </div>
+    </Card>
 
+    <!-- Translation Schedules -->
     {#if translationSchedules.length > 0}
-      <h2 class="text-xl font-semibold text-text dark:text-terminal-bright mb-4 mt-8">Translation Schedules</h2>
-      <div class="bg-surface-card dark:bg-terminal-surface shadow overflow-hidden sm:rounded-md border border-border dark:border-terminal-border">
-        <ul class="divide-y divide-border dark:divide-gray-700">
+      <h2 class="text-xl font-semibold text-text dark:text-terminal-bright mb-4">{$t.settings?.translation_schedules || 'Translation Schedules'}</h2>
+      <Card padding="none">
+        <ul class="divide-y divide-border">
           {#each translationSchedules as ts}
             <li>
               <div class="px-4 py-4 sm:px-6">
                 <div class="flex items-center justify-between">
-                  <div class="flex items-center">
+                  <div class="flex items-center min-w-0">
                     <div class="flex-shrink-0">
-                      <div class="h-10 w-10 rounded-full bg-warning-light dark:bg-warning flex items-center justify-center text-warning dark:text-warning">
+                      <div class="h-10 w-10 rounded-full bg-warning-light dark:bg-warning flex items-center justify-center text-warning">
                         <svg class="h-6 w-6" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                           <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M12 8v4l3 3m6-3a9 9 0 11-18 0 9 9 0 0118 0z" />
                         </svg>
                       </div>
                     </div>
-                    <div class="ml-4">
-                      <h3 class="text-sm font-medium text-text dark:text-terminal-bright">{ts.job_name}</h3>
+                    <div class="ml-4 min-w-0">
+                      <h3 class="text-sm font-medium text-text dark:text-terminal-bright truncate">{ts.job_name}</h3>
                       <div class="mt-1 flex items-center text-xs text-text-muted dark:text-text-subtle">
                         <span class="font-mono">{ts.cron_expression}</span>
-                        <span class="mx-2">•</span>
+                        <span class="mx-2 shrink-0">•</span>
                         <span>{ts.timezone}</span>
                       </div>
                     </div>
                   </div>
-                  <div class="flex items-center space-x-3">
-                    <span class="inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium {ts.is_active ? 'bg-success-light text-success dark:bg-success dark:text-success' : 'bg-surface-muted text-text dark:bg-terminal-bg dark:text-text-subtle'}">
-                      {ts.is_active ? 'Active' : 'Inactive'}
+                  <div class="flex items-center space-x-3 shrink-0 ml-4">
+                    <span class="inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium {ts.is_active ? 'bg-success-light text-success dark:bg-success dark:text-success' : 'bg-surface-muted text-text-muted dark:bg-terminal-bg dark:text-text-subtle'}">
+                      {ts.is_active ? ($t.settings?.active || 'Active') : ($t.settings?.inactive || 'Inactive')}
                     </span>
                     {#if ts.last_run_at}
-                      <span class="text-xs text-text-muted dark:text-text-subtle">
-                        Last: {new Date(ts.last_run_at).toLocaleString()}
+                      <span class="text-xs text-text-muted dark:text-text-subtle whitespace-nowrap">
+                        {($t.settings?.last_run || 'Last: {date}').replace('{date}', new Date(ts.last_run_at).toLocaleString())}
                       </span>
                     {/if}
                   </div>
                 </div>
               </div>
             </li>
-          {:else}
-            <li class="px-4 py-8 text-center text-sm text-text-muted dark:text-text-subtle">
-              No translation schedules configured
-            </li>
           {/each}
         </ul>
-      </div>
+      </Card>
     {/if}
   {/if}
 </div>
-<!-- #endregion AutomationPage -->
\ No newline at end of file
+<!-- #endregion AutomationPage -->
diff --git a/frontend/src/routes/validation-tasks/new/+page.svelte b/frontend/src/routes/validation-tasks/new/+page.svelte
index 3ecc08f3..b9829af8 100644
--- a/frontend/src/routes/validation-tasks/new/+page.svelte
+++ b/frontend/src/routes/validation-tasks/new/+page.svelte
@@ -70,7 +70,7 @@
       {$t.validation?.new_task_page || 'New Validation Task'}
     </h1>
     <p class="text-sm text-text-muted mt-1">
-      {$t.validation?.step_x_of_y || 'Configure a new LLM-powered dashboard validation task'}
+      {$t.validation?.new_task_description || 'Configure a new LLM-powered dashboard validation task'}
     </p>
   </div>