diff --git a/crates/ironclaw_gateway/static/i18n/en.js b/crates/ironclaw_gateway/static/i18n/en.js
index f99e4e1f74..ec802724e5 100644
--- a/crates/ironclaw_gateway/static/i18n/en.js
+++ b/crates/ironclaw_gateway/static/i18n/en.js
@@ -455,7 +455,6 @@ I18n.register('en', {
   'config.modelProviders': 'Model Providers',
   'config.addProvider': '+ Add Provider',
   'config.newProvider': 'New Provider',
-  'config.restartNotice': 'Changes take effect after restart.',
   'config.builtin': 'built-in',
   'config.useProvider': 'Use',
   'config.configureProvider': 'Configure',
@@ -463,7 +462,7 @@ I18n.register('en', {
   'config.configureToUse': 'Configure the API key before using this provider.',
   'config.baseUrlRequired': 'Base URL is required. Please configure the provider first.',
   'config.modelRequired': 'A model must be configured before using this provider.',
-  'config.providerConfigured': 'Provider "{name}" configured (restart to apply)',
+  'config.providerConfigured': 'Provider "{name}" configured',
   'config.currentModel': 'Model: {model}',
   'config.providerName': 'Display Name',
   'config.providerNamePlaceholder': 'My Provider',
@@ -480,9 +479,9 @@ I18n.register('en', {
   'config.apiKeyFromEnv': 'Key set via environment variable',
   'config.apiKeyEnter': 'Enter API key',
   'config.providerModel': 'Default Model',
-  'config.providerActivated': 'Switched to {name} (restart to apply)',
-  'config.providerAdded': 'Added provider "{name}" (restart to apply)',
-  'config.providerUpdated': 'Provider "{name}" updated (restart to apply)',
+  'config.providerActivated': 'Switched to {name}',
+  'config.providerAdded': 'Added provider "{name}"',
+  'config.providerUpdated': 'Provider "{name}" updated',
   'config.editProvider': 'Edit Provider',
   'config.providerDeleted': 'Provider deleted',
   'config.confirmDeleteProvider': 'Delete provider "{id}"?',
diff --git a/crates/ironclaw_gateway/static/i18n/ko.js b/crates/ironclaw_gateway/static/i18n/ko.js
index 6aaaa1b80e..382da40a5e 100644
--- a/crates/ironclaw_gateway/static/i18n/ko.js
+++ b/crates/ironclaw_gateway/static/i18n/ko.js
@@ -454,7 +454,6 @@ I18n.register('ko', {
   'config.modelProviders': '모델 공급자',
   'config.addProvider': '+ 공급자 추가',
   'config.newProvider': '새 공급자',
-  'config.restartNotice': '변경 사항은 재시작 후 적용됩니다.',
   'config.builtin': '내장',
   'config.useProvider': '사용',
   'config.configureProvider': '구성',
@@ -462,7 +461,7 @@ I18n.register('ko', {
   'config.configureToUse': '이 공급자를 사용하기 전에 API 키를 구성하세요.',
   'config.baseUrlRequired': '베이스 URL이 필요합니다. 먼저 공급자를 구성하세요.',
   'config.modelRequired': '이 공급자를 사용하기 전에 모델을 구성해야 합니다.',
-  'config.providerConfigured': '공급자 "{name}"이(가) 구성되었습니다 (재시작 필요)',
+  'config.providerConfigured': '공급자 "{name}"이(가) 구성되었습니다',
   'config.currentModel': '모델: {model}',
   'config.providerName': '표시 이름',
   'config.providerNamePlaceholder': '내 공급자',
@@ -479,9 +478,9 @@ I18n.register('ko', {
   'config.apiKeyFromEnv': '환경 변수로 키 설정됨',
   'config.apiKeyEnter': 'API 키 입력',
   'config.providerModel': '기본 모델',
-  'config.providerActivated': '{name}으로 전환됨 (재시작 필요)',
-  'config.providerAdded': '공급자 "{name}"이(가) 추가되었습니다 (재시작 필요)',
-  'config.providerUpdated': '공급자 "{name}"이(가) 업데이트되었습니다 (재시작 필요)',
+  'config.providerActivated': '{name}으로 전환됨',
+  'config.providerAdded': '공급자 "{name}"이(가) 추가되었습니다',
+  'config.providerUpdated': '공급자 "{name}"이(가) 업데이트되었습니다',
   'config.editProvider': '공급자 편집',
   'config.providerDeleted': '공급자가 삭제되었습니다',
   'config.confirmDeleteProvider': '공급자 "{id}"을(를) 삭제하시겠습니까?',
diff --git a/crates/ironclaw_gateway/static/i18n/zh-CN.js b/crates/ironclaw_gateway/static/i18n/zh-CN.js
index f70c06bb79..26922da596 100644
--- a/crates/ironclaw_gateway/static/i18n/zh-CN.js
+++ b/crates/ironclaw_gateway/static/i18n/zh-CN.js
@@ -454,7 +454,6 @@ I18n.register('zh-CN', {
   'config.modelProviders': '模型提供商',
   'config.addProvider': '+ 添加提供商',
   'config.newProvider': '新建提供商',
-  'config.restartNotice': '更改将在重启后生效。',
   'config.builtin': '内置',
   'config.useProvider': '使用',
   'config.configureProvider': '配置',
@@ -462,7 +461,7 @@ I18n.register('zh-CN', {
   'config.configureToUse': '请先配置 API 密钥后再使用此提供商。',
   'config.baseUrlRequired': '需要配置基础 URL，请先配置此提供商。',
   'config.modelRequired': '使用此提供商前需要配置模型。',
-  'config.providerConfigured': '提供商 "{name}" 已配置（重启后生效）',
+  'config.providerConfigured': '提供商 "{name}" 已配置',
   'config.currentModel': '模型：{model}',
   'config.providerName': '显示名称',
   'config.providerNamePlaceholder': '我的提供商',
@@ -479,9 +478,9 @@ I18n.register('zh-CN', {
   'config.apiKeyFromEnv': '密钥已通过环境变量设置',
   'config.apiKeyEnter': '输入 API 密钥',
   'config.providerModel': '默认模型',
-  'config.providerActivated': '已切换到 {name}（重启后生效）',
-  'config.providerAdded': '已添加提供商 "{name}"（重启后生效）',
-  'config.providerUpdated': '提供商 "{name}" 已更新（重启后生效）',
+  'config.providerActivated': '已切换到 {name}',
+  'config.providerAdded': '已添加提供商 "{name}"',
+  'config.providerUpdated': '提供商 "{name}" 已更新',
   'config.editProvider': '编辑提供商',
   'config.providerDeleted': '提供商已删除',
   'config.confirmDeleteProvider': '确定删除提供商 "{id}"？',
diff --git a/crates/ironclaw_gateway/static/index.html b/crates/ironclaw_gateway/static/index.html
index 007090aaf4..4d68e3e016 100644
--- a/crates/ironclaw_gateway/static/index.html
+++ b/crates/ironclaw_gateway/static/index.html
@@ -447,10 +447,6 @@
                   <h3 data-i18n="config.modelProviders">Model Providers</h3>
                   <button id="add-provider-btn" class="btn-add-provider" data-i18n="config.addProvider">+ Add Provider</button>
                 </div>
-                <div class="config-notice" id="config-restart-notice" style="display:none">
-                  <span>⚠</span>
-                  <span data-i18n="config.restartNotice">Changes take effect after restart.</span>
-                </div>
                 <div id="providers-list" class="providers-list">
                   <div class="empty-state" data-i18n="common.loading">Loading...</div>
                 </div>
diff --git a/crates/ironclaw_gateway/static/js/surfaces/config.js b/crates/ironclaw_gateway/static/js/surfaces/config.js
index a3dea15f76..276bf20dc3 100644
--- a/crates/ironclaw_gateway/static/js/surfaces/config.js
+++ b/crates/ironclaw_gateway/static/js/surfaces/config.js
@@ -259,9 +259,6 @@ function setActiveProvider(id) {
       renderProviders();
       loadInferenceSettings();
       scrollToProviders();
-      document.getElementById('config-restart-notice').style.display = 'flex';
-      var llmNotice = document.getElementById('llm-restart-notice');
-      if (llmNotice) llmNotice.style.display = 'flex';
       showToast(I18n.t('config.providerActivated', { name: id }));
     })
     .catch((e) => showToast(I18n.t('error.unknown') + ': ' + e.message, 'error'));
@@ -484,11 +481,6 @@ document.getElementById('save-provider-btn').addEventListener('click', () => {
         if (isActive) loadInferenceSettings();
         resetProviderForm();
         scrollToProviders();
-        if (isActive) {
-          document.getElementById('config-restart-notice').style.display = 'flex';
-          var llmNotice = document.getElementById('llm-restart-notice');
-          if (llmNotice) llmNotice.style.display = 'flex';
-        }
         showToast(I18n.t('config.providerConfigured', { name: id }));
       })
       .catch((e) => {
@@ -539,11 +531,6 @@ document.getElementById('save-provider-btn').addEventListener('click', () => {
       if (isActive) loadInferenceSettings();
       resetProviderForm();
       scrollToProviders();
-      if (isActive) {
-        document.getElementById('config-restart-notice').style.display = 'flex';
-        var llmNotice = document.getElementById('llm-restart-notice');
-        if (llmNotice) llmNotice.style.display = 'flex';
-      }
       showToast(I18n.t('config.providerUpdated', { name }));
     }).catch((e) => {
       _customProviders[idx] = original;
diff --git a/crates/ironclaw_gateway/static/js/surfaces/settings.js b/crates/ironclaw_gateway/static/js/surfaces/settings.js
index 9953d91f8f..72aaa619dc 100644
--- a/crates/ironclaw_gateway/static/js/surfaces/settings.js
+++ b/crates/ironclaw_gateway/static/js/surfaces/settings.js
@@ -193,14 +193,6 @@ function loadInferenceSettings() {
     title.textContent = I18n.t('cfg.group.llm');
     group.appendChild(title);
 
-    var notice = document.createElement('div');
-    notice.className = 'config-notice';
-    notice.id = 'llm-restart-notice';
-    var restartNoticeEl = document.getElementById('config-restart-notice');
-    notice.style.display = (restartNoticeEl && restartNoticeEl.style.display !== 'none') ? 'flex' : 'none';
-    notice.innerHTML = '<span>\u26A0</span><span>' + escapeHtml(I18n.t('config.restartNotice')) + '</span>';
-    group.appendChild(notice);
-
     var backendRow = document.createElement('div');
     backendRow.className = 'settings-row';
     backendRow.innerHTML =
diff --git a/crates/ironclaw_gateway/static/styles/surfaces/config.css b/crates/ironclaw_gateway/static/styles/surfaces/config.css
index 43d9b0f74d..aa0c6de4dd 100644
--- a/crates/ironclaw_gateway/static/styles/surfaces/config.css
+++ b/crates/ironclaw_gateway/static/styles/surfaces/config.css
@@ -28,19 +28,6 @@
   transform: translateY(-1px);
 }
 
-.config-notice {
-  display: flex;
-  align-items: center;
-  gap: 8px;
-  padding: 8px 12px;
-  background: rgba(245, 166, 35, 0.1);
-  border: 1px solid rgba(245, 166, 35, 0.3);
-  border-radius: var(--radius);
-  color: var(--warning);
-  font-size: 13px;
-  margin-bottom: 12px;
-}
-
 .providers-list {
   display: flex;
   flex-direction: column;