Feat/language detection (#31)

* feat: implementation of language detection

* run utility scripts in tasks

* fix: addiitonal fixes for background utilities

* feat: toast() also for utility scripts

---------

Co-authored-by: hugo <hugoms@me.com>

API.md

@@ -1,6 +1,6 @@
 # API Documentation
 
-Contract version: 1.9.0
+Contract version: 1.10.0
 
 This reference documents all Python runtime API calls available through `bds_api` in embedded Pyodide.
 
@@ -26,6 +26,7 @@ project = await bds.meta.get_project_metadata()
 - [app](#app)
 - [meta](#meta)
 - [tags](#tags)
+- [chat](#chat)
 - [sync](#sync)
 - [publish](#publish)
 - [Data Structures](#data-structures)
@@ -378,6 +379,7 @@ result = await bds.posts.create(data={})
     'content': 'value',
     'status': 'draft',
     'author': 'value',
+    'language': 'value',
     'createdAt': 'value',
     'updatedAt': 'value',
     'publishedAt': 'value',
@@ -421,6 +423,7 @@ None  # or
     'content': 'value',
     'status': 'draft',
     'author': 'value',
+    'language': 'value',
     'createdAt': 'value',
     'updatedAt': 'value',
     'publishedAt': 'value',
@@ -488,6 +491,7 @@ None  # or
     'content': 'value',
     'status': 'draft',
     'author': 'value',
+    'language': 'value',
     'createdAt': 'value',
     'updatedAt': 'value',
     'publishedAt': 'value',
@@ -581,6 +585,7 @@ result = await bds.posts.get_by_status(status='status')
     'content': 'value',
     'status': 'draft',
     'author': 'value',
+    'language': 'value',
     'createdAt': 'value',
     'updatedAt': 'value',
     'publishedAt': 'value',
@@ -624,6 +629,7 @@ None  # or
     'content': 'value',
     'status': 'draft',
     'author': 'value',
+    'language': 'value',
     'createdAt': 'value',
     'updatedAt': 'value',
     'publishedAt': 'value',
@@ -666,6 +672,7 @@ None  # or
     'content': 'value',
     'status': 'draft',
     'author': 'value',
+    'language': 'value',
     'createdAt': 'value',
     'updatedAt': 'value',
     'publishedAt': 'value',
@@ -807,6 +814,7 @@ result = await bds.posts.filter(filter={})
     'content': 'value',
     'status': 'draft',
     'author': 'value',
+    'language': 'value',
     'createdAt': 'value',
     'updatedAt': 'value',
     'publishedAt': 'value',
@@ -999,6 +1007,7 @@ result = await bds.posts.get_links_to(id='id-1')
     'content': 'value',
     'status': 'draft',
     'author': 'value',
+    'language': 'value',
     'createdAt': 'value',
     'updatedAt': 'value',
     'publishedAt': 'value',
@@ -1041,6 +1050,7 @@ result = await bds.posts.get_linked_by(id='id-1')
     'content': 'value',
     'status': 'draft',
     'author': 'value',
+    'language': 'value',
     'createdAt': 'value',
     'updatedAt': 'value',
     'publishedAt': 'value',
@@ -3448,6 +3458,40 @@ result = await bds.tags.sync_from_posts()
 
 [↑ Back to Table of contents](#table-of-contents)
 
+## chat
+
+**Module APIs**
+
+- [chat.detectPostLanguage](#chatdetectpostlanguage)
+
+### chat.detectPostLanguage
+
+Detect the language of a post from its title and content.
+
+**Parameters**
+
+- title (str, required)
+- content (str, required)
+
+**Response specification**
+
+- Return type: `{ success: boolean; language?: string; error?: string }`
+
+**Example call**
+
+```python
+from bds_api import bds
+result = await bds.chat.detect_post_language(title='title', content='content')
+```
+
+**Example response**
+
+```python
+{}
+```
+
+[↑ Back to Table of contents](#table-of-contents)
+
 ## sync
 
 **Module APIs**
@@ -3821,6 +3865,7 @@ Canonical post object used across editor and generation flows.
 - content (`string`, required): Markdown body content.
 - status (`'draft' | 'published' | 'archived'`, required): Publication lifecycle state.
 - author (`string`, optional): Optional author name.
+- language (`string`, optional): Optional per-post language code (e.g. en, de, fr, it, es).
 - createdAt (`string`, required): Creation timestamp (ISO string).
 - updatedAt (`string`, required): Last update timestamp (ISO string).
 - publishedAt (`string`, optional): Publication timestamp for published posts.

drizzle/0011_loving_alex_wilder.sql

@@ -0,0 +1 @@
+ALTER TABLE `posts` ADD `language` text;

drizzle/meta/_journal.json

@@ -71,6 +71,13 @@
       "when": 1772380619098,
       "tag": "0009_model_catalog_v2",
       "breakpoints": true
+    },
+    {
+      "idx": 10,
+      "version": "6",
+      "when": 1772462693094,
+      "tag": "0011_loving_alex_wilder",
+      "breakpoints": true
     }
   ]
 }

src/main/database/schema.ts

@@ -34,6 +34,7 @@ export const posts = sqliteTable('posts', {
   tags: text('tags'), // JSON array stored as text
   categories: text('categories'), // JSON array stored as text
   templateSlug: text('template_slug'), // Optional user template override for this post
+  language: text('language'), // Optional per-post language override (ISO code, e.g. 'en', 'de')
   // Legacy columns (kept for migration compatibility, no longer written)
   publishedTitle: text('published_title'),
   publishedContent: text('published_content'),

src/main/engine/GenerationSitemapFeedService.ts

@@ -397,6 +397,7 @@ export function buildSitemapAndFeeds(params: BuildSitemapAndFeedsParams): Sitema
       `      <guid isPermaLink="true">${escapeXml(permalink)}</guid>`,
       `      <pubDate>${(post.publishedAt || post.updatedAt).toUTCString()}</pubDate>`,
       post.author ? `      <author>${escapeXml(post.author)}</author>` : null,
+      (post as { language?: string }).language ? `      <dc:language>${escapeXml((post as { language?: string }).language!)}</dc:language>` : null,
       `      <description><![CDATA[${escapeCdata(excerptXhtml)}]]></description>`,
       `      <content:encoded><![CDATA[${escapeCdata(contentXhtml)}]]></content:encoded>`,
       ...categories.map((entry) => `      ${entry}`),
@@ -406,7 +407,7 @@ export function buildSitemapAndFeeds(params: BuildSitemapAndFeedsParams): Sitema
 
   const rssXml = [
     '<?xml version="1.0" encoding="UTF-8"?>',
-    '<rss version="2.0" xmlns:content="http://purl.org/rss/1.0/modules/content/">',
+    '<rss version="2.0" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:dc="http://purl.org/dc/elements/1.1/">',
     '  <channel>',
     `    <title>${escapeXml(feedTitle)}</title>`,
     `    <link>${escapeXml(baseLink)}</link>`,
@@ -430,8 +431,10 @@ export function buildSitemapAndFeeds(params: BuildSitemapAndFeedsParams): Sitema
       ...(post.categories || []).map((category) => `<category term="${escapeXml(category)}" />`),
     ];
 
+    const postLanguageAttr = (post as { language?: string }).language ? ` xml:lang="${escapeXml((post as { language?: string }).language!)}"` : '';
+
     return [
-      '  <entry>',
+      `  <entry${postLanguageAttr}>`,
       `    <title>${escapeXml(post.title)}</title>`,
       `    <id>${escapeXml(permalink)}</id>`,
       `    <link href="${escapeXml(permalink)}" />`,

src/main/engine/MetadataDiffEngine.ts

@@ -25,7 +25,7 @@ export interface FieldDifference<T = unknown> {
 /**
  * The fields that can have differences
  */
-export type DiffField = 'tags' | 'categories' | 'title' | 'excerpt' | 'author';
+export type DiffField = 'tags' | 'categories' | 'title' | 'excerpt' | 'author' | 'language';
 
 /**
  * Metadata differences for a single post
@@ -248,6 +248,11 @@ export class MetadataDiffEngine extends EventEmitter {
       differences.author = { dbValue: dbPost.author || '', fileValue: fileData.author || '' };
     }
 
+    // Compare language
+    if ((dbPost.language || '') !== (fileData.language || '')) {
+      differences.language = { dbValue: dbPost.language || '', fileValue: fileData.language || '' };
+    }
+
     return {
       postId: dbPost.id,
       title: dbPost.title,
@@ -279,7 +284,7 @@ export class MetadataDiffEngine extends EventEmitter {
 
     // Get all published posts with file paths
     const result = await client.execute({
-      sql: `SELECT id, title, slug, file_path, tags, categories, excerpt, author 
+      sql: `SELECT id, title, slug, file_path, tags, categories, excerpt, author, language 
             FROM posts 
             WHERE project_id = ? 
               AND status = 'published' 
@@ -331,6 +336,7 @@ export class MetadataDiffEngine extends EventEmitter {
       title: 'Title',
       excerpt: 'Excerpt',
       author: 'Author',
+      language: 'Language',
     };
 
     for (const diff of diffs) {
@@ -428,6 +434,9 @@ export class MetadataDiffEngine extends EventEmitter {
         if (!field || field === 'author') {
           updateData.author = fileData.author || null;
         }
+        if (!field || field === 'language') {
+          updateData.language = fileData.language || null;
+        }
 
         // Update database
         await db

src/main/engine/PageRenderer.ts

@@ -62,6 +62,7 @@ export interface TemplatePostEntry {
   title: string;
   content: string;
   show_title: boolean;
+  language?: string;
 }
 
 export interface CategoryRenderSettings {
@@ -1485,8 +1486,12 @@ export class PageRenderer {
 
     const canonicalPostPathBySlug = mapToRecord(rewriteContext.canonicalPostPathBySlug);
 
+    // Per-post language overrides the page-level language when present
+    const postLanguage = (renderablePost as { language?: string }).language;
+
     const context: SinglePostTemplateContext = {
       ...pageContext,
+      language: postLanguage || pageContext.language,
       menu_items: pageContext.menu_items ?? [],
       post: {
         id: renderablePost.id,
@@ -1494,6 +1499,7 @@ export class PageRenderer {
         title: renderablePost.title,
         content: renderablePost.content,
         show_title: false,
+        language: postLanguage,
       },
       post_categories: postCategories,
       post_tags: postTags,

src/main/engine/PostEngine.ts

@@ -24,6 +24,7 @@ export interface PostData {
   content: string;
   status: 'draft' | 'published' | 'archived';
   author?: string;
+  language?: string;
   createdAt: Date;
   updatedAt: Date;
   publishedAt?: Date;
@@ -39,6 +40,7 @@ export interface PostMetadata {
   excerpt?: string;
   status: 'draft' | 'published' | 'archived';
   author?: string;
+  language?: string;
   createdAt: string;
   updatedAt: string;
   publishedAt?: string;
@@ -319,6 +321,7 @@ export class PostEngine extends EventEmitter {
     // Only add optional fields if they have values (gray-matter can't serialize undefined)
     if (post.excerpt) metadata.excerpt = post.excerpt;
     if (post.author) metadata.author = post.author;
+    if (post.language) metadata.language = post.language;
     if (post.publishedAt) metadata.publishedAt = post.publishedAt.toISOString();
 
     // Use date-based directory structure (posts/YYYY/MM/)
@@ -392,6 +395,7 @@ export class PostEngine extends EventEmitter {
       content: data.content || '',
       status: data.status || 'draft',
       author: data.author,
+      language: data.language,
       createdAt: now,
       updatedAt: now,
       publishedAt: data.publishedAt,
@@ -418,6 +422,7 @@ export class PostEngine extends EventEmitter {
       checksum,
       tags: JSON.stringify(post.tags),
       categories: JSON.stringify(post.categories),
+      language: post.language || null,
     };
 
     await db.insert(posts).values(dbPost);
@@ -445,7 +450,9 @@ export class PostEngine extends EventEmitter {
                                        data.title !== undefined ||
                                        data.tags !== undefined ||
                                        data.categories !== undefined ||
-                                       data.excerpt !== undefined;
+                                       data.excerpt !== undefined ||
+                                       data.language !== undefined ||
+                                       data.author !== undefined;
 
     let newStatus = data.status || existing.status;
     if (existing.status === 'published' && isContentOrMetadataChange && !data.status) {
@@ -484,6 +491,7 @@ export class PostEngine extends EventEmitter {
         checksum,
         tags: JSON.stringify(updated.tags),
         categories: JSON.stringify(updated.categories),
+        language: updated.language || null,
       })
       .where(eq(posts.id, id));
 
@@ -576,6 +584,7 @@ export class PostEngine extends EventEmitter {
       content: body,
       status: dbPost.status as 'draft' | 'published' | 'archived',
       author: dbPost.author || undefined,
+      language: (dbPost as { language?: string | null }).language || undefined,
       createdAt: dbPost.createdAt,
       updatedAt: dbPost.updatedAt,
       publishedAt: dbPost.publishedAt || undefined,
@@ -1331,6 +1340,7 @@ export class PostEngine extends EventEmitter {
         checksum,
         tags: JSON.stringify(published.tags),
         categories: JSON.stringify(published.categories),
+        language: published.language || null,
       })
       .where(eq(posts.id, id));
 
@@ -1550,6 +1560,7 @@ export class PostEngine extends EventEmitter {
             content: null,
             status: 'published',
             author: fileData.author,
+            language: fileData.language || null,
             createdAt: fileData.createdAt,
             updatedAt: fileData.updatedAt,
             publishedAt: nextPublishedAt,
@@ -1579,6 +1590,7 @@ export class PostEngine extends EventEmitter {
           content: fileData.content,
           status: 'published',
           author: fileData.author || undefined,
+          language: fileData.language || undefined,
           createdAt: fileData.createdAt,
           updatedAt: fileData.updatedAt,
           publishedAt: nextPublishedAt || undefined,
@@ -1630,6 +1642,7 @@ export class PostEngine extends EventEmitter {
         content: null,
         status: 'published',
         author: fileData.author,
+        language: fileData.language || null,
         createdAt: fileData.createdAt,
         updatedAt: fileData.updatedAt,
         publishedAt,
@@ -1856,6 +1869,7 @@ export class PostEngine extends EventEmitter {
               content: null,
               status: 'published',
               author: postData.author,
+              language: postData.language || null,
               createdAt: postData.createdAt,
               updatedAt: postData.updatedAt,
               publishedAt: postData.publishedAt || postData.updatedAt,

src/main/engine/TaskManager.ts

@@ -27,6 +27,7 @@ export interface Task<T = unknown> {
 export class TaskManager extends EventEmitter {
   private tasks: Map<string, TaskProgress> = new Map();
   private runningTasks: Map<string, AbortController> = new Map();
+  private externalTasks: Set<string> = new Set();
   private maxConcurrentTasks = 3;
   private taskQueue: Task[] = [];
 
@@ -136,7 +137,80 @@ export class TaskManager extends EventEmitter {
     }
   }
 
+  // ---------------------------------------------------------------------------
+  // External tasks — lifecycle controlled by the caller (e.g. renderer-side
+  // utility script execution) rather than an execute() callback.
+  // ---------------------------------------------------------------------------
+
+  startExternalTask(taskId: string, name: string): void {
+    const progress: TaskProgress = {
+      taskId,
+      name,
+      status: 'running',
+      progress: 0,
+      message: 'Running…',
+      startTime: new Date(),
+    };
+
+    this.tasks.set(taskId, progress);
+    this.externalTasks.add(taskId);
+    this.emit('taskCreated', progress);
+    this.emit('taskStarted', progress);
+  }
+
+  updateExternalTaskProgress(taskId: string, progress: number, message: string): void {
+    const entry = this.tasks.get(taskId);
+    if (!entry || !this.externalTasks.has(taskId)) {
+      return;
+    }
+
+    entry.progress = progress;
+    entry.message = message;
+    this.emit('taskProgress', { ...entry });
+  }
+
+  completeExternalTask(taskId: string): void {
+    const entry = this.tasks.get(taskId);
+    if (!entry || !this.externalTasks.has(taskId)) {
+      return;
+    }
+
+    entry.status = 'completed';
+    entry.progress = 100;
+    entry.message = 'Completed';
+    entry.endTime = new Date();
+    this.externalTasks.delete(taskId);
+    this.emit('taskCompleted', entry);
+  }
+
+  failExternalTask(taskId: string, error: string): void {
+    const entry = this.tasks.get(taskId);
+    if (!entry || !this.externalTasks.has(taskId)) {
+      return;
+    }
+
+    entry.status = 'failed';
+    entry.error = error;
+    entry.message = `Failed: ${error}`;
+    entry.endTime = new Date();
+    this.externalTasks.delete(taskId);
+    this.emit('taskFailed', entry);
+  }
+
   cancelTask(taskId: string): boolean {
+    // Check external tasks first
+    if (this.externalTasks.has(taskId)) {
+      this.externalTasks.delete(taskId);
+      const progress = this.tasks.get(taskId);
+      if (progress) {
+        progress.status = 'cancelled';
+        progress.message = 'Cancelled';
+        progress.endTime = new Date();
+        this.emit('taskCancelled', progress);
+      }
+      return true;
+    }
+
     const controller = this.runningTasks.get(taskId);
     if (controller) {
       controller.abort();

src/main/engine/ai/tasks.ts

@@ -30,6 +30,12 @@ export interface ImageAnalysisResult {
   error?: string;
 }
 
+export interface LanguageDetectionResult {
+  success: boolean;
+  language?: string;
+  error?: string;
+}
+
 // ---------------------------------------------------------------------------
 // OneShotTasks
 // ---------------------------------------------------------------------------
@@ -275,4 +281,70 @@ Remember: Only suggest mappings from NEW items to EXISTING items. Consider langu
       return { success: false, error: (error as Error).message };
     }
   }
+
+  /**
+   * Detect the language of a post based on its title and content.
+   * Uses the configured title model (lightweight, text-only).
+   */
+  async detectPostLanguage(
+    title: string,
+    content: string,
+  ): Promise<LanguageDetectionResult> {
+    // Use the title model — lightweight, text-only task
+    let modelId = await this.chatEngine.getSetting('chat_title_model');
+    if (!modelId || !this.providers.isProviderKeySet(this.providers.detectModelProvider(modelId))) {
+      modelId = this.providers.getOpencodeKey()
+        ? 'claude-sonnet-4-5'
+        : this.providers.getMistralKey()
+          ? 'mistral-large-latest'
+          : null;
+    }
+
+    // In offline mode, swap to configured offline title model
+    if (this.providers.isOfflineMode()) {
+      const offlineModel = await this.chatEngine.getSetting('offline_title_model')
+        || this.providers.getFirstKnownLocalModelId();
+      if (offlineModel) {
+        modelId = offlineModel;
+      } else if (!modelId || (!this.providers.isOllamaModel(modelId) && !this.providers.isLmstudioModel(modelId))) {
+        return { success: false, error: 'No offline model configured. Set one in Settings → AI → Airplane Mode.' };
+      }
+    }
+
+    if (!modelId) {
+      return { success: false, error: 'API key not configured. Please set an API key in Settings.' };
+    }
+
+    const snippet = content.slice(0, 500);
+    const supportedLanguages = ['en', 'de', 'fr', 'it', 'es'];
+
+    const systemPrompt = `You are a language detection assistant. Given a blog post title and a content snippet, determine the language of the text. Respond with ONLY a JSON object: { "language": "<code>" } where <code> is one of: ${supportedLanguages.join(', ')}. If the language is not in the list, pick the closest match. No other text.`;
+
+    const userPrompt = `Title: ${title}\n\nContent:\n${snippet}`;
+
+    try {
+      const model = this.providers.resolveModel(modelId);
+
+      const { text } = await generateText({
+        model,
+        system: systemPrompt,
+        prompt: userPrompt,
+        maxOutputTokens: 50,
+        maxRetries: 2,
+      });
+
+      const jsonMatch = text.match(/\{[\s\S]*\}/);
+      if (!jsonMatch) return { success: false, error: 'Invalid response format from AI' };
+
+      const result = JSON.parse(jsonMatch[0]);
+      const detected = (result.language || '').toLowerCase().trim();
+      if (!supportedLanguages.includes(detected)) {
+        return { success: false, error: `Unsupported language detected: ${detected}` };
+      }
+
+      return { success: true, language: detected };
+    } catch (error) {
+      return { success: false, error: (error as Error).message };
+    }
+  }
 }

src/main/engine/postFileUtils.ts

@@ -14,6 +14,7 @@ export interface PostFileData {
   content: string;
   status: 'draft' | 'published' | 'archived';
   author?: string;
+  language?: string;
   createdAt: Date;
   updatedAt: Date;
   publishedAt?: Date;
@@ -28,6 +29,7 @@ interface PostFileMetadata {
   excerpt?: string;
   status: 'draft' | 'published' | 'archived';
   author?: string;
+  language?: string;
   createdAt: string;
   updatedAt: string;
   publishedAt?: string;
@@ -62,6 +64,7 @@ export async function readPostFile(filePath: string): Promise<PostFileData | nul
       content: body,
       status: metadata.status,
       author: metadata.author,
+      language: metadata.language || undefined,
       createdAt: new Date(metadata.createdAt),
       updatedAt: new Date(metadata.updatedAt),
       publishedAt: metadata.publishedAt ? new Date(metadata.publishedAt) : undefined,

src/main/ipc/chatHandlers.ts

@@ -881,6 +881,19 @@ export function registerChatHandlers(): void {
     }
   });
 
+  // ============ Post Language Detection ============
+
+  // Detect the language of a post from its title and content
+  ipcMain.handle('chat:detectPostLanguage', async (_, title: string, content: string) => {
+    try {
+      await ensureInitialized();
+      return await getOneShotTasks().detectPostLanguage(title, content);
+    } catch (error) {
+      console.error('[Chat IPC] Error detecting post language:', error);
+      return { success: false, error: (error as Error).message };
+    }
+  });
+
   // ============ A2UI Actions ============
 
   ipcMain.handle('a2ui:dispatch', async (_, action: { surfaceId: string; componentId: string; action: string; payload?: Record<string, unknown> }) => {

src/main/ipc/handlers.ts

@@ -417,6 +417,15 @@ export function registerIpcHandlers(bundle: EngineBundle): void {
       }
     }
 
+    // If no language provided, default from project settings
+    if (!data.language) {
+      const metaEngine = bundle.metaEngine;
+      const metadata = await metaEngine.getProjectMetadata();
+      if (metadata?.mainLanguage) {
+        data.language = metadata.mainLanguage;
+      }
+    }
+    
     return engine.createPost(data);
   });
 
@@ -828,6 +837,20 @@ export function registerIpcHandlers(bundle: EngineBundle): void {
     return true;
   });
 
+  // ============ Script Task Lifecycle (external tasks for utility scripts) ====
+
+  safeHandle('scripts:startTask', async (_, taskId: string, name: string) => {
+    bundle.taskManager.startExternalTask(taskId, name);
+  });
+
+  safeHandle('scripts:completeTask', async (_, taskId: string) => {
+    bundle.taskManager.completeExternalTask(taskId);
+  });
+
+  safeHandle('scripts:failTask', async (_, taskId: string, error: string) => {
+    bundle.taskManager.failExternalTask(taskId, error);
+  });
+
   // ============ Template Handlers ============
 
   safeHandle('templates:create', async (_, data: CreateTemplateInput) => {

src/main/preload.ts

@@ -110,6 +110,9 @@ export const electronAPI: ElectronAPI = {
     getAll: () => ipcRenderer.invoke('scripts:getAll'),
     getEnabledMacroSlugs: () => ipcRenderer.invoke('scripts:getEnabledMacroSlugs'),
     rebuildFromFiles: () => ipcRenderer.invoke('scripts:rebuildFromFiles'),
+    startTask: (taskId: string, name: string) => ipcRenderer.invoke('scripts:startTask', taskId, name),
+    completeTask: (taskId: string) => ipcRenderer.invoke('scripts:completeTask', taskId),
+    failTask: (taskId: string, error: string) => ipcRenderer.invoke('scripts:failTask', taskId, error),
   },
 
   // Templates
@@ -376,6 +379,9 @@ export const electronAPI: ElectronAPI = {
     // Media Analysis
     analyzeMediaImage: (mediaId: string, language?: string) => ipcRenderer.invoke('chat:analyzeMediaImage', mediaId, language),
 
+    // Post Language Detection
+    detectPostLanguage: (title: string, content: string) => ipcRenderer.invoke('chat:detectPostLanguage', title, content),
+
     // Event listeners for streaming/progress
     onStreamDelta: (callback: (data: { conversationId: string; delta: string }) => void) => {
       const subscription = (_event: Electron.IpcRendererEvent, data: { conversationId: string; delta: string }) => callback(data);

src/main/shared/electronApi.ts

@@ -94,6 +94,7 @@ export interface PostData {
   content: string;
   status: 'draft' | 'published' | 'archived';
   author?: string;
+  language?: string;
   createdAt: string;
   updatedAt: string;
   publishedAt?: string;
@@ -643,6 +644,12 @@ export interface ElectronAPI {
     /** Internal: editor macro plugin helper. Not exposed via Python API contract. */
     getEnabledMacroSlugs: () => Promise<string[]>;
     rebuildFromFiles: () => Promise<void>;
+    /** Create a task entry for a running utility script. */
+    startTask: (taskId: string, name: string) => Promise<void>;
+    /** Mark a utility script task as completed. */
+    completeTask: (taskId: string) => Promise<void>;
+    /** Mark a utility script task as failed. */
+    failTask: (taskId: string, error: string) => Promise<void>;
   };
   templates: {
     create: (data: {
@@ -894,6 +901,9 @@ export interface ElectronAPI {
     // Media Analysis
     analyzeMediaImage: (mediaId: string, language?: string) => Promise<{ success: boolean; title?: string; alt?: string; caption?: string; error?: string }>;
 
+    // Post Language Detection
+    detectPostLanguage: (title: string, content: string) => Promise<{ success: boolean; language?: string; error?: string }>;
+
     // Event listeners for streaming/progress
     onStreamDelta: (callback: (data: ChatStreamDelta) => void) => () => void;
     onToolCall: (callback: (data: ChatToolCall) => void) => () => void;

src/main/shared/pythonApiContractV1.ts

@@ -188,6 +188,9 @@ const METHODS_V1: PythonApiMethodContractV1[] = [
   // expensive external API calls that require user oversight and interactive streaming.
   // This namespace can be re-added in a future version if AI-from-Python becomes a
   // supported use case with proper rate limiting and cost controls.
+  // Exception: detectPostLanguage is exposed as a lightweight one-shot task.
+
+  method('chat.detectPostLanguage', 'Detect the language of a post from its title and content.', [requiredString('title'), requiredString('content')], '{ success: boolean; language?: string; error?: string }'),
 
   method('sync.checkAvailability', 'Check if git is available.', [], 'GitAvailability'),
   method('sync.getRepoState', 'Get repository state for active project.', [], 'RepoState'),
@@ -239,6 +242,7 @@ const DATA_STRUCTURES_V1: PythonApiDataStructureContractV1[] = [
       { name: 'content', type: 'string', required: true, description: 'Markdown body content.' },
       { name: 'status', type: "'draft' | 'published' | 'archived'", required: true, description: 'Publication lifecycle state.' },
       { name: 'author', type: 'string', required: false, description: 'Optional author name.' },
+      { name: 'language', type: 'string', required: false, description: 'Optional per-post language code (e.g. en, de, fr, it, es).' },
       { name: 'createdAt', type: 'string', required: true, description: 'Creation timestamp (ISO string).' },
       { name: 'updatedAt', type: 'string', required: true, description: 'Last update timestamp (ISO string).' },
       { name: 'publishedAt', type: 'string', required: false, description: 'Publication timestamp for published posts.' },
@@ -404,7 +408,7 @@ const DATA_STRUCTURES_V1: PythonApiDataStructureContractV1[] = [
 ];
 
 export const BDS_PYTHON_API_CONTRACT_V1: PythonApiContractV1 = {
-  version: '1.9.0',
+  version: '1.10.0',
   generatedAt: '2026-02-27T00:00:00.000Z',
   methods: METHODS_V1,
   dataStructures: DATA_STRUCTURES_V1,

src/renderer/components/Editor/Editor.css

@@ -192,6 +192,23 @@
   gap: 12px;
 }
 
+.editor-language-row {
+  display: flex;
+  gap: 6px;
+  align-items: center;
+}
+
+.editor-language-row select {
+  flex: 1;
+}
+
+.editor-language-row button.compact {
+  padding: 6px 8px;
+  font-size: 13px;
+  min-width: unset;
+  line-height: 1;
+}
+
 .editor-body {
   flex: 1;
   display: flex;

src/renderer/components/Editor/Editor.tsx

@@ -75,6 +75,9 @@ const autoSaveManager = new AutoSaveManager({
     if ('templateSlug' in changes) {
       (update as Record<string, unknown>).templateSlug = changes.templateSlug as string || null;
     }
+    if ('language' in changes) {
+      update.language = changes.language as string || undefined;
+    }
 
     const updated = await window.electronAPI?.posts.update(id, update);
     if (updated) {
@@ -196,8 +199,10 @@ export const PostEditor: React.FC<PostEditorProps> = ({ postId }) => {
   const [tags, setTags] = useState<string[]>([]);
   const [selectedCategories, setSelectedCategories] = useState<string[]>(['article']);
   const [templateSlug, setTemplateSlug] = useState('');
+  const [postLanguage, setPostLanguage] = useState('');
   const [availablePostTemplates, setAvailablePostTemplates] = useState<Array<{ slug: string; title: string }>>([]);
   const [isSaving, setIsSaving] = useState(false);
+  const [isDetectingLanguage, setIsDetectingLanguage] = useState(false);
   const [hasPublishedVersion, setHasPublishedVersion] = useState(false);
   const [editorMode, setEditorMode] = useState<EditorMode>(preferredEditorMode);
   const [previewUrl, setPreviewUrl] = useState<string | null>(null);
@@ -326,6 +331,7 @@ export const PostEditor: React.FC<PostEditorProps> = ({ postId }) => {
       setTags(post.tags);
       setSelectedCategories(post.categories.length > 0 ? post.categories : ['article']);
       setTemplateSlug((post as PostData & { templateSlug?: string }).templateSlug || '');
+      setPostLanguage(post.language || '');
       setMetadataExpanded(post.title === '');
       markClean(postId);
       // Mark as initialized AFTER setting local state
@@ -347,7 +353,8 @@ export const PostEditor: React.FC<PostEditorProps> = ({ postId }) => {
     const titleChanged = title !== post.title;
     const authorChanged = author !== (post.author || '');
     const templateSlugChanged = templateSlug !== ((post as PostData & { templateSlug?: string }).templateSlug || '');
-    const hasChanges = contentChanged || titleChanged || authorChanged || templateSlugChanged ||
+    const languageChanged = postLanguage !== (post.language || '');
+    const hasChanges = contentChanged || titleChanged || authorChanged || templateSlugChanged || languageChanged ||
       JSON.stringify(tags.slice().sort()) !== JSON.stringify(post.tags.slice().sort()) ||
       JSON.stringify(selectedCategories.slice().sort()) !== JSON.stringify(post.categories.slice().sort());
 
@@ -362,11 +369,12 @@ export const PostEditor: React.FC<PostEditorProps> = ({ postId }) => {
         tags: tags.join(', '),
         categories: selectedCategories,
         templateSlug: templateSlug || undefined,
+        language: postLanguage || undefined,
       });
     } else {
       markClean(postId);
     }
-  }, [title, content, author, tags, selectedCategories, templateSlug, post, postId, isInitialized, isDirty, markDirty, markClean]);
+  }, [title, content, author, tags, selectedCategories, templateSlug, postLanguage, post, postId, isInitialized, isDirty, markDirty, markClean]);
 
   // Handle editor mode change and persist preference
   const handleEditorModeChange = (mode: EditorMode) => {
@@ -386,6 +394,7 @@ export const PostEditor: React.FC<PostEditorProps> = ({ postId }) => {
         title,
         content,
         author: author || undefined,
+        language: postLanguage || undefined,
         tags,
         categories: selectedCategories.length > 0 ? selectedCategories : ['article'],
         templateSlug: templateSlug || null,
@@ -409,6 +418,24 @@ export const PostEditor: React.FC<PostEditorProps> = ({ postId }) => {
     }
   }, [postId, title, content, author, tags, selectedCategories, isDirty, isSaving, updatePost, markClean, showErrorModal]);
 
+  const handleDetectLanguage = useCallback(async () => {
+    if (isDetectingLanguage || (!title && !content)) return;
+    setIsDetectingLanguage(true);
+    try {
+      const result = await window.electronAPI?.chat.detectPostLanguage(title, content);
+      if (result?.success && result.language) {
+        setPostLanguage(result.language);
+        showToast.success(tr('editor.post.quickActions.languageDetected'));
+      } else {
+        showToast.error(result?.error || tr('editor.post.quickActions.detectLanguageFailed'));
+      }
+    } catch (error) {
+      console.error('Failed to detect post language:', error);
+      showToast.error(tr('editor.post.quickActions.detectLanguageFailed'));
+    } finally {
+      setIsDetectingLanguage(false);
+    }
+  }, [title, content, isDetectingLanguage, tr]);
   const handlePublish = async () => {
     await handleSave();
     try {
@@ -791,6 +818,30 @@ export const PostEditor: React.FC<PostEditorProps> = ({ postId }) => {
                 placeholder={tr('editor.placeholder.author')}
               />
             </div>
+            <div className="editor-field">
+              <label>{tr('editor.field.language')}</label>
+              <div className="editor-language-row">
+                <select
+                  value={postLanguage}
+                  onChange={(e) => setPostLanguage(e.target.value)}
+                >
+                  <option value="">{tr('editor.field.languageDefault')}</option>
+                  <option value="en">{tr('language.en')}</option>
+                  <option value="de">{tr('language.de')}</option>
+                  <option value="fr">{tr('language.fr')}</option>
+                  <option value="it">{tr('language.it')}</option>
+                  <option value="es">{tr('language.es')}</option>
+                </select>
+                <button
+                  className="secondary compact"
+                  onClick={handleDetectLanguage}
+                  disabled={isDetectingLanguage || (!title && !content)}
+                  title={tr('editor.post.quickActions.detectLanguageDescription')}
+                >
+                  {isDetectingLanguage ? tr('editor.post.quickActions.detecting') : '🤖'}
+                </button>
+              </div>
+            </div>
             <div className="editor-field-row">
               <div className="editor-field">
                 <label>{tr('editor.field.slug')}</label>

src/renderer/components/ScriptsView/ScriptsView.tsx

@@ -363,11 +363,27 @@ export const ScriptsView: React.FC<ScriptsViewProps> = ({ scriptId }) => {
 
     setIsRunning(true);
 
+    const isUtility = kind === 'utility';
+    const taskId = isUtility ? `script-${script.id}-${Date.now()}` : undefined;
+
+    if (isUtility && taskId) {
+      await window.electronAPI?.scripts.startTask(taskId, title || script.title);
+    }
+
     try {
       const runtimeManager = getPythonRuntimeManager();
       const result = await runtimeManager.execute(scriptContent, {
         cacheKey: buildCacheKey(script, scriptContent),
         entrypoint,
+        timeoutMs: 0,
+        onStdout: (chunk: string) => {
+          appendPanelOutputEntry({
+            id: `output-${Date.now()}-stdout-stream`,
+            message: chunk,
+            createdAt: new Date().toISOString(),
+            kind: 'stdout',
+          });
+        },
       });
 
       const now = new Date().toISOString();
@@ -380,21 +396,21 @@ export const ScriptsView: React.FC<ScriptsViewProps> = ({ scriptId }) => {
         });
       }
 
-      if (result.stdout.trim().length > 0) {
+      if (isUtility && taskId) {
-        appendPanelOutputEntry({
+        await window.electronAPI?.scripts.completeTask(taskId);
-          id: `output-${Date.now()}-stdout`,
-          message: result.stdout,
-          createdAt: now,
-          kind: 'stdout',
-        });
       }
     } catch (error) {
+      const errorMessage = error instanceof Error ? error.message : String(error);
       appendPanelOutputEntry({
         id: `output-${Date.now()}-error`,
-        message: error instanceof Error ? error.message : String(error),
+        message: errorMessage,
         createdAt: new Date().toISOString(),
         kind: 'error',
       });
+
+      if (isUtility && taskId) {
+        await window.electronAPI?.scripts.failTask(taskId, errorMessage);
+      }
     } finally {
       setIsRunning(false);
     }

src/renderer/i18n/locales/de.json

@@ -517,6 +517,13 @@
   "editor.field.content": "Inhalt",
   "editor.field.template": "Vorlage",
   "editor.field.templateDefault": "Standard",
+  "editor.field.language": "Sprache",
+  "editor.field.languageDefault": "Projektstandard",
+  "language.en": "Englisch",
+  "language.de": "Deutsch",
+  "language.fr": "Französisch",
+  "language.it": "Italienisch",
+  "language.es": "Spanisch",
   "editor.placeholder.tags": "Tags hinzufügen...",
   "editor.placeholder.author": "Autorenname",
   "editor.placeholder.categories": "Kategorien hinzufügen...",
@@ -879,6 +886,10 @@
   "editor.media.quickActions.button": "⚡ Schnellaktionen",
   "editor.media.quickActions.aiTitle": "KI: Titel, Alt-Text und Bildunterschrift erzeugen",
   "editor.media.quickActions.aiDescription": "Analysiert das Bild und schlägt Metadaten vor",
+  "editor.post.quickActions.detectLanguageDescription": "Sprache mit KI erkennen",
+  "editor.post.quickActions.detecting": "Erkennung…",
+  "editor.post.quickActions.languageDetected": "Sprache erkannt",
+  "editor.post.quickActions.detectLanguageFailed": "Spracherkennung fehlgeschlagen",
   "editor.media.replaceFile": "Datei ersetzen",
   "editor.media.field.fileName": "Dateiname",
   "editor.media.field.type": "Typ",

src/renderer/i18n/locales/en.json

@@ -517,6 +517,13 @@
   "editor.field.content": "Content",
   "editor.field.template": "Template",
   "editor.field.templateDefault": "Default",
+  "editor.field.language": "Language",
+  "editor.field.languageDefault": "Project default",
+  "language.en": "English",
+  "language.de": "German",
+  "language.fr": "French",
+  "language.it": "Italian",
+  "language.es": "Spanish",
   "editor.placeholder.tags": "Add tags...",
   "editor.placeholder.author": "Author name",
   "editor.placeholder.categories": "Add categories...",
@@ -879,6 +886,10 @@
   "editor.media.quickActions.button": "⚡ Quick Actions",
   "editor.media.quickActions.aiTitle": "AI: Generate Title, Alt & Caption",
   "editor.media.quickActions.aiDescription": "Analyzes the image to suggest metadata",
+  "editor.post.quickActions.detectLanguageDescription": "Detect language using AI",
+  "editor.post.quickActions.detecting": "Detecting…",
+  "editor.post.quickActions.languageDetected": "Language detected",
+  "editor.post.quickActions.detectLanguageFailed": "Language detection failed",
   "editor.media.replaceFile": "Replace File",
   "editor.media.field.fileName": "File Name",
   "editor.media.field.type": "Type",

src/renderer/i18n/locales/es.json

@@ -517,6 +517,13 @@
   "editor.field.content": "Contenido",
   "editor.field.template": "Plantilla",
   "editor.field.templateDefault": "Predeterminada",
+  "editor.field.language": "Idioma",
+  "editor.field.languageDefault": "Predeterminado del proyecto",
+  "language.en": "Inglés",
+  "language.de": "Alemán",
+  "language.fr": "Francés",
+  "language.it": "Italiano",
+  "language.es": "Español",
   "editor.placeholder.tags": "Agregar etiquetas...",
   "editor.placeholder.author": "Nombre del autor",
   "editor.placeholder.categories": "Agregar categorías...",
@@ -879,6 +886,10 @@
   "editor.media.quickActions.button": "✨ Analizar con IA",
   "editor.media.quickActions.aiTitle": "Título sugerido por IA",
   "editor.media.quickActions.aiDescription": "Genera automáticamente título, texto alternativo y pie de foto.",
+  "editor.post.quickActions.detectLanguageDescription": "Detectar idioma con IA",
+  "editor.post.quickActions.detecting": "Detectando…",
+  "editor.post.quickActions.languageDetected": "Idioma detectado",
+  "editor.post.quickActions.detectLanguageFailed": "Error al detectar el idioma",
   "editor.media.replaceFile": "Reemplazar archivo",
   "editor.media.field.fileName": "Nombre de archivo",
   "editor.media.field.type": "Tipo",

src/renderer/i18n/locales/fr.json

@@ -517,6 +517,13 @@
   "editor.field.content": "Contenu",
   "editor.field.template": "Modèle",
   "editor.field.templateDefault": "Par défaut",
+  "editor.field.language": "Langue",
+  "editor.field.languageDefault": "Par défaut du projet",
+  "language.en": "Anglais",
+  "language.de": "Allemand",
+  "language.fr": "Français",
+  "language.it": "Italien",
+  "language.es": "Espagnol",
   "editor.placeholder.tags": "Ajouter des étiquettes...",
   "editor.placeholder.author": "Nom de l’auteur",
   "editor.placeholder.categories": "Ajouter des catégories...",
@@ -879,6 +886,10 @@
   "editor.media.quickActions.button": "✨ Analyser avec l’IA",
   "editor.media.quickActions.aiTitle": "Titre suggéré par l’IA",
   "editor.media.quickActions.aiDescription": "Générez automatiquement un titre, un texte alternatif et une légende.",
+  "editor.post.quickActions.detectLanguageDescription": "Détecter la langue avec l'IA",
+  "editor.post.quickActions.detecting": "Détection…",
+  "editor.post.quickActions.languageDetected": "Langue détectée",
+  "editor.post.quickActions.detectLanguageFailed": "Échec de la détection de la langue",
   "editor.media.replaceFile": "Remplacer le fichier",
   "editor.media.field.fileName": "Nom du fichier",
   "editor.media.field.type": "Type",

src/renderer/i18n/locales/it.json

@@ -517,6 +517,13 @@
   "editor.field.content": "Contenuto",
   "editor.field.template": "Modello",
   "editor.field.templateDefault": "Predefinito",
+  "editor.field.language": "Lingua",
+  "editor.field.languageDefault": "Predefinito del progetto",
+  "language.en": "Inglese",
+  "language.de": "Tedesco",
+  "language.fr": "Francese",
+  "language.it": "Italiano",
+  "language.es": "Spagnolo",
   "editor.placeholder.tags": "Aggiungi tag...",
   "editor.placeholder.author": "Nome autore",
   "editor.placeholder.categories": "Aggiungi categorie...",
@@ -879,6 +886,10 @@
   "editor.media.quickActions.button": "✨ Analizza con IA",
   "editor.media.quickActions.aiTitle": "Titolo suggerito dall’IA",
   "editor.media.quickActions.aiDescription": "Genera automaticamente titolo, testo alternativo e didascalia.",
+  "editor.post.quickActions.detectLanguageDescription": "Rileva la lingua con l'IA",
+  "editor.post.quickActions.detecting": "Rilevamento…",
+  "editor.post.quickActions.languageDetected": "Lingua rilevata",
+  "editor.post.quickActions.detectLanguageFailed": "Rilevamento lingua non riuscito",
   "editor.media.replaceFile": "Sostituisci file",
   "editor.media.field.fileName": "Nome file",
   "editor.media.field.type": "Tipo",

src/renderer/python/PythonRuntimeManager.ts

@@ -3,12 +3,22 @@ import type { PythonWorkerMessage, PythonWorkerRequest } from './runtimeProtocol
 import type { PythonSyntaxError } from './runtimeProtocol';
 import { parseMacroContextV1, parseMacroResultV1, type MacroContextV1, type MacroResultV1 } from './abiV1';
 import { invokePythonApiMethodV1 } from './pythonApiInvokerV1';
+import { showToast } from '../components/Toast';
 
 type WorkerFactory = () => Worker;
 type PythonApiInvoker = (method: string, args: unknown) => Promise<unknown>;
+type ToastHandler = (message: string, toastType?: string) => void;
+
+const TOAST_TYPES = new Set(['success', 'error', 'info']);
+
+function defaultToastHandler(message: string, toastType?: string): void {
+  const resolvedType = (toastType && TOAST_TYPES.has(toastType) ? toastType : 'info') as 'success' | 'error' | 'info';
+  showToast[resolvedType](message);
+}
 
 interface PythonRuntimeManagerOptions {
   invokeApiCall?: PythonApiInvoker;
+  onToast?: ToastHandler;
 }
 
 interface InitializeDeferred {
@@ -22,6 +32,8 @@ interface PendingRun {
   resolve: (value: PythonRunResult | PythonMacroV1Result | string[] | PythonSyntaxCheckResult) => void;
   reject: (error: Error) => void;
   timeoutId: ReturnType<typeof setTimeout> | null;
+  timeoutMs: number;
+  onStdout?: (chunk: string) => void;
 }
 
 export interface PythonRunResult {
@@ -33,6 +45,7 @@ export interface PythonExecuteOptions {
   timeoutMs?: number;
   cacheKey?: string;
   entrypoint?: string;
+  onStdout?: (chunk: string) => void;
 }
 
 export interface PythonMacroSourceOptions {
@@ -65,12 +78,14 @@ export class PythonRuntimeManager {
   private activeRequestId: string | null = null;
   private requestCounter = 0;
   private readonly invokeApiCall: PythonApiInvoker;
+  private readonly onToast: ToastHandler;
 
   constructor(
     private readonly workerFactory: WorkerFactory = createPythonRuntimeWorker,
     options: PythonRuntimeManagerOptions = {}
   ) {
     this.invokeApiCall = options.invokeApiCall ?? invokePythonApiMethodV1;
+    this.onToast = options.onToast ?? defaultToastHandler;
   }
 
   initialize(): Promise<void> {
@@ -116,18 +131,14 @@ export class PythonRuntimeManager {
     const timeoutMs = options?.timeoutMs ?? 5000;
 
     return new Promise<PythonRunResult>((resolve, reject) => {
-      const timeoutId = setTimeout(() => {
-        this.pendingRuns.delete(requestId);
-        this.resetRuntime(`Python script execution timed out after ${timeoutMs}ms`);
-        reject(new Error(`Python script execution timed out after ${timeoutMs}ms`));
-      }, timeoutMs);
-
       this.pendingRuns.set(requestId, {
         kind: 'run',
         stdout: '',
         resolve: (value) => resolve(value as PythonRunResult),
         reject,
-        timeoutId,
+        timeoutId: null,
+        timeoutMs,
+        onStdout: options?.onStdout,
       });
 
       const message: PythonWorkerRequest = {
@@ -155,18 +166,13 @@ export class PythonRuntimeManager {
     const timeoutMs = options?.timeoutMs ?? 5000;
 
     return new Promise<PythonMacroV1Result>((resolve, reject) => {
-      const timeoutId = setTimeout(() => {
-        this.pendingRuns.delete(requestId);
-        this.resetRuntime(`Python script execution timed out after ${timeoutMs}ms`);
-        reject(new Error(`Python script execution timed out after ${timeoutMs}ms`));
-      }, timeoutMs);
-
       this.pendingRuns.set(requestId, {
         kind: 'macro-v1',
         stdout: '',
         resolve: (value) => resolve(value as PythonMacroV1Result),
         reject,
-        timeoutId,
+        timeoutId: null,
+        timeoutMs,
       });
 
       const message: PythonWorkerRequest = {
@@ -194,18 +200,13 @@ export class PythonRuntimeManager {
     const timeoutMs = options?.timeoutMs ?? 5000;
 
     return new Promise<string[]>((resolve, reject) => {
-      const timeoutId = setTimeout(() => {
-        this.pendingRuns.delete(requestId);
-        this.resetRuntime(`Python script execution timed out after ${timeoutMs}ms`);
-        reject(new Error(`Python script execution timed out after ${timeoutMs}ms`));
-      }, timeoutMs);
-
       this.pendingRuns.set(requestId, {
         kind: 'inspect-entrypoints',
         stdout: '',
         resolve: (value) => resolve(value as string[]),
         reject,
-        timeoutId,
+        timeoutId: null,
+        timeoutMs,
       });
 
       const message: PythonWorkerRequest = {
@@ -230,18 +231,13 @@ export class PythonRuntimeManager {
     const timeoutMs = options?.timeoutMs ?? 5000;
 
     return new Promise<PythonSyntaxCheckResult>((resolve, reject) => {
-      const timeoutId = setTimeout(() => {
-        this.pendingRuns.delete(requestId);
-        this.resetRuntime(`Python script execution timed out after ${timeoutMs}ms`);
-        reject(new Error(`Python script execution timed out after ${timeoutMs}ms`));
-      }, timeoutMs);
-
       this.pendingRuns.set(requestId, {
         kind: 'syntax-check',
         stdout: '',
         resolve: (value) => resolve(value as PythonSyntaxCheckResult),
         reject,
-        timeoutId,
+        timeoutId: null,
+        timeoutMs,
       });
 
       const message: PythonWorkerRequest = {
@@ -282,6 +278,11 @@ export class PythonRuntimeManager {
       return;
     }
 
+    if (payload.type === 'toast') {
+      this.onToast(payload.message, payload.toastType);
+      return;
+    }
+
     const pendingRun = this.pendingRuns.get(payload.requestId);
     if (!pendingRun) {
       if (this.activeRequestId === payload.requestId && payload.type !== 'stdout') {
@@ -293,6 +294,7 @@ export class PythonRuntimeManager {
 
     if (payload.type === 'stdout') {
       pendingRun.stdout += payload.chunk;
+      pendingRun.onStdout?.(payload.chunk);
       return;
     }
 
@@ -440,6 +442,7 @@ export class PythonRuntimeManager {
     }
 
     this.activeRequestId = request.requestId;
+    this.startTimeoutForRequest(request.requestId);
     this.worker.postMessage(request);
   }
 
@@ -454,9 +457,23 @@ export class PythonRuntimeManager {
     }
 
     this.activeRequestId = nextRequest.requestId;
+    this.startTimeoutForRequest(nextRequest.requestId);
     this.worker.postMessage(nextRequest);
   }
 
+  private startTimeoutForRequest(requestId: string): void {
+    const pendingRun = this.pendingRuns.get(requestId);
+    if (!pendingRun || pendingRun.timeoutMs <= 0) {
+      return;
+    }
+
+    pendingRun.timeoutId = setTimeout(() => {
+      this.pendingRuns.delete(requestId);
+      this.resetRuntime(`Python script execution timed out after ${pendingRun.timeoutMs}ms`);
+      pendingRun.reject(new Error(`Python script execution timed out after ${pendingRun.timeoutMs}ms`));
+    }, pendingRun.timeoutMs);
+  }
+
   private finishRequest(requestId: string): void {
     if (this.activeRequestId === requestId) {
       this.activeRequestId = null;

src/renderer/python/pythonApiInvokerV1.ts

@@ -76,6 +76,7 @@ export async function invokePythonApiMethodV1(method: string, args: unknown): Pr
   }
 
   const normalizedArgs = asRecord(args);
+
   const electronApi = getElectronApi();
   const [namespace, member] = contract.method.split('.');
   if (!namespace || !member) {

src/renderer/python/pythonRuntime.worker.ts

@@ -344,11 +344,22 @@ async function bootstrapRuntime(): Promise<void> {
       },
     });
 
+    runtime.globals.set('__bds_push_toast', (message: unknown, toastType?: unknown) => {
+      postRuntimeMessage({
+        type: 'toast',
+        message: String(message ?? ''),
+        ...(typeof toastType === 'string' && toastType.length > 0 ? { toastType } : {}),
+      });
+    });
+
     runtime.globals.set('__bds_api_module_source', generatePythonApiModuleV1());
     await runtime.runPythonAsync(`
 import sys
 import types
 
+def toast(message, type="info"):
+    __bds_push_toast(str(message), str(type))
+
 __bds_api_module = types.ModuleType("bds_api")
 exec(__bds_api_module_source, __bds_api_module.__dict__)
 

src/renderer/python/runtimeProtocol.ts

@@ -55,4 +55,5 @@ export type PythonWorkerMessage =
   | { type: 'entrypoints'; requestId: string; entrypoints: string[] }
   | { type: 'syntaxResult'; requestId: string; errors: PythonSyntaxError[] }
   | { type: 'macroResult'; requestId: string; result: MacroResultV1 }
-  | { type: 'runError'; requestId: string; error: string };
+  | { type: 'runError'; requestId: string; error: string }
+  | { type: 'toast'; message: string; toastType?: string };

tests/engine/GenerationSitemapFeedService.test.ts

@@ -20,6 +20,7 @@ function makePost(overrides: Partial<PostData> = {}): PostData {
     content: overrides.content ?? `# ${title}\n\nBody`,
     status: overrides.status ?? 'published',
     author: overrides.author,
+    language: overrides.language,
     createdAt,
     updatedAt,
     publishedAt: overrides.publishedAt,
@@ -155,4 +156,31 @@ describe('GenerationSitemapFeedService', () => {
     expect(result.rssXml).toBe('');
     expect(result.atomXml).toBe('');
   });
+
+  it('includes per-post language in RSS dc:language and Atom xml:lang', () => {
+    const publishedPosts = [
+      makePost({ id: '1', slug: 'post-en', title: 'English', language: 'en' }),
+      makePost({ id: '2', slug: 'post-de', title: 'German', language: 'de' }),
+      makePost({ id: '3', slug: 'post-no-lang', title: 'Default' }),
+    ];
+
+    const result = buildSitemapAndFeeds({
+      baseUrl: 'https://example.com',
+      projectName: 'Test Blog',
+      maxPostsPerPage: 10,
+      publishedPosts,
+      publishedListPosts: publishedPosts,
+      postIndex: buildIndex(publishedPosts),
+      includeFeeds: true,
+    });
+
+    // RSS should have dc:language per item
+    expect(result.rssXml).toContain('xmlns:dc=');
+    expect(result.rssXml).toContain('<dc:language>en</dc:language>');
+    expect(result.rssXml).toContain('<dc:language>de</dc:language>');
+
+    // Atom should have xml:lang on entries with language
+    expect(result.atomXml).toContain('xml:lang="en"');
+    expect(result.atomXml).toContain('xml:lang="de"');
+  });
 });

tests/engine/MetadataDiffEngine.test.ts

@@ -299,6 +299,89 @@ Content here`);
       expect(result?.differences.categories?.fileValue).toEqual(['cat1']);
     });
 
+    it('should detect language differences between DB and file', async () => {
+      const dbPost = {
+        id: 'post-1',
+        projectId: 'test-project',
+        title: 'Published Post',
+        slug: 'published-post',
+        status: 'published',
+        filePath: '/mock/userData/posts/2024/01/published-post.md',
+        tags: '[]',
+        categories: '[]',
+        language: 'en',
+        createdAt: new Date('2024-01-15'),
+        updatedAt: new Date('2024-01-15'),
+        publishedAt: new Date('2024-01-15'),
+      };
+
+      mockPosts.set('post-1', dbPost);
+
+      mockFileData.set('/mock/userData/posts/2024/01/published-post.md', `---
+id: post-1
+projectId: test-project
+title: "Published Post"
+slug: published-post
+status: published
+tags: []
+categories: []
+language: fr
+createdAt: 2024-01-15T00:00:00.000Z
+updatedAt: 2024-01-15T00:00:00.000Z
+publishedAt: 2024-01-15T00:00:00.000Z
+---
+Content here`);
+
+      const result = await engine.comparePostMetadata('post-1');
+
+      expect(result).not.toBeNull();
+      expect(result?.hasDifferences).toBe(true);
+      expect(result?.differences.language).toBeDefined();
+      expect(result?.differences.language?.dbValue).toBe('en');
+      expect(result?.differences.language?.fileValue).toBe('fr');
+    });
+
+    it('should detect missing language in file when DB has language', async () => {
+      const dbPost = {
+        id: 'post-1',
+        projectId: 'test-project',
+        title: 'Published Post',
+        slug: 'published-post',
+        status: 'published',
+        filePath: '/mock/userData/posts/2024/01/published-post.md',
+        tags: '[]',
+        categories: '[]',
+        language: 'de',
+        createdAt: new Date('2024-01-15'),
+        updatedAt: new Date('2024-01-15'),
+        publishedAt: new Date('2024-01-15'),
+      };
+
+      mockPosts.set('post-1', dbPost);
+
+      mockFileData.set('/mock/userData/posts/2024/01/published-post.md', `---
+id: post-1
+projectId: test-project
+title: "Published Post"
+slug: published-post
+status: published
+tags: []
+categories: []
+createdAt: 2024-01-15T00:00:00.000Z
+updatedAt: 2024-01-15T00:00:00.000Z
+publishedAt: 2024-01-15T00:00:00.000Z
+---
+Content here`);
+
+      const result = await engine.comparePostMetadata('post-1');
+
+      expect(result).not.toBeNull();
+      expect(result?.hasDifferences).toBe(true);
+      expect(result?.differences.language).toBeDefined();
+      expect(result?.differences.language?.dbValue).toBe('de');
+      expect(result?.differences.language?.fileValue).toBe('');
+    });
+
     it('should return hasDifferences=false when metadata matches', async () => {
       const dbPost = {
         id: 'post-1',
@@ -553,6 +636,47 @@ Content here`);
       expect(mockLocalDb.update).toHaveBeenCalled();
     });
 
+    it('should sync language field from file to database', async () => {
+      const dbPost = {
+        id: 'post-1',
+        projectId: 'test-project',
+        title: 'Published Post',
+        slug: 'published-post',
+        status: 'published',
+        filePath: '/mock/userData/posts/2024/01/published-post.md',
+        tags: '[]',
+        categories: '[]',
+        language: 'en',
+        createdAt: new Date('2024-01-15'),
+        updatedAt: new Date('2024-01-15'),
+        publishedAt: new Date('2024-01-15'),
+      };
+      mockPosts.set('post-1', dbPost);
+
+      mockFileData.set('/mock/userData/posts/2024/01/published-post.md', `---
+id: post-1
+projectId: test-project
+title: "Published Post"
+slug: published-post
+status: published
+language: fr
+tags: []
+categories: []
+createdAt: 2024-01-15T00:00:00.000Z
+updatedAt: 2024-01-15T00:00:00.000Z
+publishedAt: 2024-01-15T00:00:00.000Z
+---
+Content here`);
+
+      await engine.syncFileToDb(['post-1'], 'language');
+
+      expect(mockLocalDb.update).toHaveBeenCalled();
+      // Verify the set call includes language
+      const updateResult = mockLocalDb.update.mock.results[0].value;
+      const setCall = updateResult.set.mock.calls[0][0];
+      expect(setCall.language).toBe('fr');
+    });
+
     it('should report progress on first and final items based on cadence', async () => {
       const postIds = Array.from({ length: 11 }, (_, i) => `post-${i + 1}`);
 

tests/engine/PostEngine.test.ts

@@ -163,6 +163,22 @@ describe('PostEngine', () => {
     
     // Reset the mock implementations
     vi.mocked(mockLocalDb.select).mockImplementation(() => createSelectChain());
+    vi.mocked(mockLocalDb.insert).mockImplementation(() => ({
+      values: vi.fn((data: any) => {
+        if (data && data.id) {
+          mockPosts.set(data.id, data);
+        }
+        return Promise.resolve();
+      }),
+    }) as any);
+    vi.mocked(mockLocalDb.update).mockImplementation(() => ({
+      set: vi.fn(() => ({
+        where: vi.fn(() => Promise.resolve()),
+      })),
+    }) as any);
+    vi.mocked(mockLocalDb.delete).mockImplementation(() => ({
+      where: vi.fn(() => Promise.resolve()),
+    }) as any);
     
     // Reset fs implementations to use mockFiles map (fixes test leakage from other tests)
     vi.mocked(fs.readFile).mockImplementation(createDefaultFsReadFile(mockFiles) as any);
@@ -783,6 +799,94 @@ Original content`);
       expect(result?.content).toBe('New draft content');
     });
 
+    it('should auto-transition published post to draft when language changes', async () => {
+      const created = await postEngine.createPost({ title: 'Language Draft Test' });
+
+      vi.mocked(mockLocalDb.select).mockImplementation(() => {
+        const chain = createSelectChain();
+        chain.where = vi.fn().mockReturnValue({
+          ...chain,
+          get: vi.fn().mockResolvedValue({
+            id: created.id,
+            projectId: created.projectId,
+            title: created.title,
+            slug: created.slug,
+            status: 'published',
+            content: null,
+            filePath: '/mock/published-lang.md',
+            tags: '[]',
+            categories: '[]',
+            createdAt: created.createdAt,
+            updatedAt: created.updatedAt,
+          }),
+        });
+        return chain;
+      });
+
+      mockFiles.set('/mock/published-lang.md', `---
+id: ${created.id}
+projectId: default
+title: ${created.title}
+slug: ${created.slug}
+status: published
+createdAt: ${created.createdAt.toISOString()}
+updatedAt: ${created.updatedAt.toISOString()}
+tags: []
+categories: []
+---
+Original content`);
+
+      const result = await postEngine.updatePost(created.id, { language: 'fr' });
+
+      expect(result).not.toBeNull();
+      expect(result?.status).toBe('draft');
+      expect(result?.language).toBe('fr');
+    });
+
+    it('should auto-transition published post to draft when author changes', async () => {
+      const created = await postEngine.createPost({ title: 'Author Draft Test' });
+
+      vi.mocked(mockLocalDb.select).mockImplementation(() => {
+        const chain = createSelectChain();
+        chain.where = vi.fn().mockReturnValue({
+          ...chain,
+          get: vi.fn().mockResolvedValue({
+            id: created.id,
+            projectId: created.projectId,
+            title: created.title,
+            slug: created.slug,
+            status: 'published',
+            content: null,
+            filePath: '/mock/published-author.md',
+            tags: '[]',
+            categories: '[]',
+            createdAt: created.createdAt,
+            updatedAt: created.updatedAt,
+          }),
+        });
+        return chain;
+      });
+
+      mockFiles.set('/mock/published-author.md', `---
+id: ${created.id}
+projectId: default
+title: ${created.title}
+slug: ${created.slug}
+status: published
+createdAt: ${created.createdAt.toISOString()}
+updatedAt: ${created.updatedAt.toISOString()}
+tags: []
+categories: []
+---
+Original content`);
+
+      const result = await postEngine.updatePost(created.id, { author: 'New Author' });
+
+      expect(result).not.toBeNull();
+      expect(result?.status).toBe('draft');
+      expect(result?.author).toBe('New Author');
+    });
+
     it('should update tags and categories', async () => {
       const created = await postEngine.createPost({ 
         title: 'Tag Update Test',
@@ -3301,4 +3405,106 @@ Content with [link](/posts/other-post)`);
       expect(result.processedFiles).toBe(0);
     });
   });
+
+  describe('Post Language', () => {
+    it('should create a post with no language by default', async () => {
+      const post = await postEngine.createPost({ title: 'No Language' });
+      expect(post.language).toBeUndefined();
+    });
+
+    it('should create a post with explicit language', async () => {
+      const post = await postEngine.createPost({ title: 'German Post', language: 'de' });
+      expect(post.language).toBe('de');
+    });
+
+    it('should update post language', async () => {
+      const post = await postEngine.createPost({ title: 'Lang Update' });
+
+      // Mock getPost to return the created post
+      vi.mocked(mockLocalDb.select).mockImplementation(() => {
+        const chain = createSelectChain();
+        chain.get = vi.fn().mockResolvedValue({
+          ...mockPosts.get(post.id),
+          tags: JSON.stringify([]),
+          categories: JSON.stringify([]),
+        });
+        return chain;
+      });
+
+      const updated = await postEngine.updatePost(post.id, { language: 'fr' });
+      expect(updated).not.toBeNull();
+      expect(updated!.language).toBe('fr');
+    });
+
+    it('should include language in frontmatter when publishing', async () => {
+      const post = await postEngine.createPost({ title: 'Publish Lang', language: 'es' });
+      const postId = post.id;
+
+      // Verify the post was stored in the mock DB
+      const stored = mockPosts.get(postId);
+      expect(stored).toBeDefined();
+
+      // The mock DB stores posts via insert; publishPost calls getPost internally,
+      // which needs DB select to return the post with content (draft).
+      vi.mocked(mockLocalDb.select).mockImplementation(() => {
+        const chain = createSelectChain();
+        chain.get = vi.fn().mockImplementation(() => {
+          const s = mockPosts.get(postId);
+          if (!s) return Promise.resolve(undefined);
+          return Promise.resolve(s);
+        });
+        return chain;
+      });
+
+      const result = await postEngine.publishPost(postId);
+      expect(result).not.toBeNull();
+
+      // Check that the written file contains language in frontmatter
+      const writtenFiles = Array.from(mockFiles.entries());
+      const postFile = writtenFiles.find(([p]) => p.endsWith('.md'));
+      expect(postFile).toBeDefined();
+      expect(postFile![1]).toContain('language: es');
+    });
+
+    it('should read language from frontmatter in published posts', async () => {
+      const filePath = '/mock/data/posts/2025/01/lang-test.md';
+      mockFiles.set(filePath, [
+        '---',
+        'id: lang-test-post',
+        'title: Language Test',
+        'slug: lang-test',
+        'status: published',
+        'language: it',
+        'createdAt: 2025-01-15T10:00:00.000Z',
+        'updatedAt: 2025-01-15T10:00:00.000Z',
+        'tags: []',
+        'categories: []',
+        '---',
+        'Content here',
+      ].join('\n'));
+
+      vi.mocked(mockLocalDb.select).mockImplementation(() => {
+        const chain = createSelectChain();
+        chain.get = vi.fn().mockResolvedValue({
+          id: 'lang-test-post',
+          projectId: 'default',
+          title: 'Language Test',
+          slug: 'lang-test',
+          content: null,
+          status: 'published',
+          language: 'it',
+          createdAt: new Date('2025-01-15T10:00:00.000Z'),
+          updatedAt: new Date('2025-01-15T10:00:00.000Z'),
+          filePath,
+          tags: '[]',
+          categories: '[]',
+        });
+        return chain;
+      });
+
+      const post = await postEngine.getPost('lang-test-post');
+      expect(post).not.toBeNull();
+      expect(post!.language).toBe('it');
+    });
+  });
 });

tests/engine/TaskManager.test.ts

@@ -340,6 +340,120 @@ describe('TaskManager', () => {
   });
 });
 
+describe('TaskManager External Tasks', () => {
+  let taskManager: TaskManager;
+
+  beforeEach(() => {
+    taskManager = new TaskManager();
+    resetMockCounters();
+  });
+
+  it('should create an external task in running state', () => {
+    taskManager.startExternalTask('ext-1', 'Language detection');
+
+    const status = taskManager.getTaskStatus('ext-1');
+    expect(status).toBeDefined();
+    expect(status?.status).toBe('running');
+    expect(status?.name).toBe('Language detection');
+    expect(status?.progress).toBe(0);
+  });
+
+  it('should emit taskCreated and taskStarted for external tasks', () => {
+    const createdHandler = vi.fn();
+    const startedHandler = vi.fn();
+    taskManager.on('taskCreated', createdHandler);
+    taskManager.on('taskStarted', startedHandler);
+
+    taskManager.startExternalTask('ext-2', 'Script run');
+
+    expect(createdHandler).toHaveBeenCalledWith(expect.objectContaining({ taskId: 'ext-2', status: 'running' }));
+    expect(startedHandler).toHaveBeenCalledWith(expect.objectContaining({ taskId: 'ext-2', status: 'running' }));
+  });
+
+  it('should update progress on an external task', () => {
+    const progressHandler = vi.fn();
+    taskManager.on('taskProgress', progressHandler);
+
+    taskManager.startExternalTask('ext-3', 'Detect languages');
+    taskManager.updateExternalTaskProgress('ext-3', 50, 'Halfway done');
+
+    const status = taskManager.getTaskStatus('ext-3');
+    expect(status?.progress).toBe(50);
+    expect(status?.message).toBe('Halfway done');
+    expect(progressHandler).toHaveBeenCalledWith(expect.objectContaining({
+      taskId: 'ext-3',
+      progress: 50,
+      message: 'Halfway done',
+    }));
+  });
+
+  it('should complete an external task', () => {
+    const completedHandler = vi.fn();
+    taskManager.on('taskCompleted', completedHandler);
+
+    taskManager.startExternalTask('ext-4', 'Run utility');
+    taskManager.completeExternalTask('ext-4');
+
+    const status = taskManager.getTaskStatus('ext-4');
+    expect(status?.status).toBe('completed');
+    expect(status?.progress).toBe(100);
+    expect(status?.endTime).toBeInstanceOf(Date);
+    expect(completedHandler).toHaveBeenCalledWith(expect.objectContaining({ taskId: 'ext-4', status: 'completed' }));
+  });
+
+  it('should fail an external task', () => {
+    const failedHandler = vi.fn();
+    taskManager.on('taskFailed', failedHandler);
+
+    taskManager.startExternalTask('ext-5', 'Run utility');
+    taskManager.failExternalTask('ext-5', 'Script crashed');
+
+    const status = taskManager.getTaskStatus('ext-5');
+    expect(status?.status).toBe('failed');
+    expect(status?.error).toBe('Script crashed');
+    expect(status?.endTime).toBeInstanceOf(Date);
+    expect(failedHandler).toHaveBeenCalledWith(expect.objectContaining({ taskId: 'ext-5', status: 'failed' }));
+  });
+
+  it('should ignore updates to non-existent external tasks', () => {
+    // These should not throw
+    taskManager.updateExternalTaskProgress('nope', 50, 'test');
+    taskManager.completeExternalTask('nope');
+    taskManager.failExternalTask('nope', 'error');
+  });
+
+  it('should include external tasks in getAllTasks and getRunningTasks', () => {
+    taskManager.startExternalTask('ext-6', 'Running script');
+
+    expect(taskManager.getAllTasks()).toHaveLength(1);
+    expect(taskManager.getRunningTasks()).toHaveLength(1);
+
+    taskManager.completeExternalTask('ext-6');
+
+    expect(taskManager.getAllTasks()).toHaveLength(1);
+    expect(taskManager.getRunningTasks()).toHaveLength(0);
+  });
+
+  it('should allow cancellation of external tasks', () => {
+    taskManager.startExternalTask('ext-7', 'Long script');
+
+    const cancelled = taskManager.cancelTask('ext-7');
+    expect(cancelled).toBe(true);
+
+    const status = taskManager.getTaskStatus('ext-7');
+    expect(status?.status).toBe('cancelled');
+  });
+
+  it('should be clearable like regular tasks', () => {
+    taskManager.startExternalTask('ext-8', 'Script');
+    taskManager.completeExternalTask('ext-8');
+
+    expect(taskManager.getAllTasks()).toHaveLength(1);
+    taskManager.clearCompletedTasks();
+    expect(taskManager.getAllTasks()).toHaveLength(0);
+  });
+});
+
 describe('TaskManager Concurrency', () => {
   let taskManager: TaskManager;
   const MAX_CONCURRENT = 3;

tests/renderer/components/ScriptsView.test.tsx

@@ -79,6 +79,9 @@ describe('ScriptsView', () => {
           updatedAt: '2026-02-22T00:00:00.000Z',
         }),
         getAll: vi.fn(),
+        startTask: vi.fn().mockResolvedValue(undefined),
+        completeTask: vi.fn().mockResolvedValue(undefined),
+        failTask: vi.fn().mockResolvedValue(undefined),
       },
     };
 
@@ -246,17 +249,18 @@ describe('ScriptsView', () => {
     fireEvent.click(screen.getByRole('button', { name: 'Run Script' }));
 
     await vi.waitFor(() => {
-      expect(executeMock).toHaveBeenCalledWith('print("hello")', {
+      expect(executeMock).toHaveBeenCalledWith('print("hello")', expect.objectContaining({
         cacheKey: expect.stringMatching(/^script-1:1:/),
         entrypoint: 'render',
-      });
+        timeoutMs: 0,
+      }));
     });
 
     const state = useAppStore.getState();
     expect(state.panelVisible).toBe(false);
     expect(state.panelActiveTab).toBe('tasks');
     expect(state.panelOutputEntries.length).toBeGreaterThan(0);
-    expect(state.panelOutputEntries[state.panelOutputEntries.length - 1].message).toContain('hello');
+    expect(state.panelOutputEntries.some(e => e.message.includes('2'))).toBe(true);
   });
 
   it('checks syntax manually and writes editor markers for syntax errors', async () => {
@@ -360,4 +364,77 @@ describe('ScriptsView', () => {
       expect(useAppStore.getState().tabs).toEqual([]);
     });
   });
+
+  it('runs utility script without timeout and creates a task', async () => {
+    const startTaskMock = vi.fn().mockResolvedValue(undefined);
+    const completeTaskMock = vi.fn().mockResolvedValue(undefined);
+    (window as any).electronAPI.scripts.startTask = startTaskMock;
+    (window as any).electronAPI.scripts.completeTask = completeTaskMock;
+    (window as any).electronAPI.scripts.failTask = vi.fn();
+
+    render(<ScriptsView scriptId="script-1" />);
+
+    await screen.findByLabelText('Script Content');
+    fireEvent.click(screen.getByRole('button', { name: 'Run Script' }));
+
+    await vi.waitFor(() => {
+      expect(executeMock).toHaveBeenCalledWith('print("hello")', expect.objectContaining({
+        timeoutMs: 0,
+      }));
+      expect(startTaskMock).toHaveBeenCalledWith(expect.stringContaining('script-'), 'Hello Script');
+      expect(completeTaskMock).toHaveBeenCalledWith(expect.stringContaining('script-'));
+    });
+  });
+
+  it('reports failure to task manager when utility script errors', async () => {
+    executeMock.mockRejectedValueOnce(new Error('Script crashed'));
+    const startTaskMock = vi.fn().mockResolvedValue(undefined);
+    const failTaskMock = vi.fn().mockResolvedValue(undefined);
+    (window as any).electronAPI.scripts.startTask = startTaskMock;
+    (window as any).electronAPI.scripts.completeTask = vi.fn();
+    (window as any).electronAPI.scripts.failTask = failTaskMock;
+
+    render(<ScriptsView scriptId="script-1" />);
+
+    await screen.findByLabelText('Script Content');
+    fireEvent.click(screen.getByRole('button', { name: 'Run Script' }));
+
+    await vi.waitFor(() => {
+      expect(failTaskMock).toHaveBeenCalledWith(expect.stringContaining('script-'), 'Script crashed');
+    });
+  });
+
+  it('runs macro/transform scripts without timeout but no task', async () => {
+    (window as any).electronAPI.scripts.get = vi.fn().mockResolvedValue({
+      id: 'script-1',
+      projectId: 'default',
+      slug: 'hello-script',
+      title: 'Hello Script',
+      kind: 'macro',
+      entrypoint: 'render',
+      enabled: true,
+      version: 1,
+      filePath: '/tmp/hello-script.py',
+      content: 'print("hello")',
+      createdAt: '2026-02-22T00:00:00.000Z',
+      updatedAt: '2026-02-22T00:00:00.000Z',
+    });
+
+    const startTaskMock = vi.fn();
+    (window as any).electronAPI.scripts.startTask = startTaskMock;
+    (window as any).electronAPI.scripts.completeTask = vi.fn();
+    (window as any).electronAPI.scripts.failTask = vi.fn();
+
+    render(<ScriptsView scriptId="script-1" />);
+
+    await screen.findByLabelText('Script Content');
+    fireEvent.click(screen.getByRole('button', { name: 'Run Script' }));
+
+    await vi.waitFor(() => {
+      expect(executeMock).toHaveBeenCalledWith('print("hello")', expect.objectContaining({
+        timeoutMs: 0,
+      }));
+      expect(startTaskMock).not.toHaveBeenCalled();
+    });
+  });
 });

tests/renderer/python/PythonRuntimeManager.test.ts

@@ -502,4 +502,115 @@ describe('PythonRuntimeManager', () => {
     worker.emitMessage({ type: 'runResult', requestId: runRequest.requestId, result: 'done' });
     await expect(runPromise).resolves.toEqual({ result: 'done', stdout: '' });
   });
+
+  it('does not time out when timeoutMs is 0', async () => {
+    const worker = new MockWorker();
+    const manager = new PythonRuntimeManager(() => worker as unknown as Worker);
+
+    const initPromise = manager.initialize();
+    worker.emitMessage({ type: 'ready' });
+    await initPromise;
+
+    const runPromise = manager.execute('long_running()', { timeoutMs: 0 });
+    await Promise.resolve();
+
+    // Advance time well past any default timeout — script must still be pending
+    vi.advanceTimersByTime(60_000);
+    expect(worker.terminated).toBe(false);
+
+    const request = worker.postedMessages[0] as { requestId: string };
+    worker.emitMessage({ type: 'runResult', requestId: request.requestId, result: 'done' });
+
+    await expect(runPromise).resolves.toEqual({ result: 'done', stdout: '' });
+  });
+
+  it('queued inspectEntrypoints with timeoutMs 0 does not kill running execute', async () => {
+    const worker = new MockWorker();
+    const manager = new PythonRuntimeManager(() => worker as unknown as Worker);
+
+    const initPromise = manager.initialize();
+    worker.emitMessage({ type: 'ready' });
+    await initPromise;
+
+    // Start a long-running execute with no timeout
+    const runPromise = manager.execute('long_running()', { timeoutMs: 0 });
+    await Promise.resolve();
+
+    // Queue inspectEntrypoints (default timeout) while execute is running
+    const inspectPromise = manager.inspectEntrypoints('def render(): pass');
+    await Promise.resolve();
+
+    // Advance past the default 5000ms timeout
+    vi.advanceTimersByTime(6000);
+
+    // Worker must still be alive — the queued inspect must not kill it
+    expect(worker.terminated).toBe(false);
+
+    // Finish the execute
+    const runRequest = worker.postedMessages[0] as { requestId: string };
+    worker.emitMessage({ type: 'runResult', requestId: runRequest.requestId, result: 'done' });
+    await expect(runPromise).resolves.toEqual({ result: 'done', stdout: '' });
+
+    // Now the inspect request dispatches — respond to it
+    await Promise.resolve();
+    const inspectRequest = worker.postedMessages[1] as { requestId: string };
+    worker.emitMessage({ type: 'entrypoints', requestId: inspectRequest.requestId, entrypoints: ['render'] });
+    await expect(inspectPromise).resolves.toEqual(['render']);
+  });
+
+  it('calls onStdout callback for each stdout chunk during execution', async () => {
+    const worker = new MockWorker();
+    const manager = new PythonRuntimeManager(() => worker as unknown as Worker);
+
+    const initPromise = manager.initialize();
+    worker.emitMessage({ type: 'ready' });
+    await initPromise;
+
+    const stdoutChunks: string[] = [];
+    const runPromise = manager.execute('print("a")\nprint("b")', {
+      onStdout: (chunk) => { stdoutChunks.push(chunk); },
+    });
+    await Promise.resolve();
+
+    const request = worker.postedMessages[0] as { requestId: string };
+    worker.emitMessage({ type: 'stdout', requestId: request.requestId, chunk: 'a\n' });
+    worker.emitMessage({ type: 'stdout', requestId: request.requestId, chunk: 'b\n' });
+    worker.emitMessage({ type: 'runResult', requestId: request.requestId, result: '' });
+
+    const result = await runPromise;
+    expect(stdoutChunks).toEqual(['a\n', 'b\n']);
+    expect(result.stdout).toBe('a\nb\n');
+  });
+
+  it('calls onToast handler when worker sends a toast message', async () => {
+    const worker = new MockWorker();
+    const toasts: Array<{ message: string; toastType?: string }> = [];
+    const manager = new PythonRuntimeManager(
+      () => worker as unknown as Worker,
+      {
+        onToast: (message, toastType) => { toasts.push({ message, toastType }); },
+      }
+    );
+
+    const initPromise = manager.initialize();
+    worker.emitMessage({ type: 'ready' });
+    await initPromise;
+
+    const runPromise = manager.execute('toast("hello")');
+    await Promise.resolve();
+
+    const request = worker.postedMessages[0] as { requestId: string };
+    worker.emitMessage({ type: 'toast', message: 'hello', toastType: 'success' });
+    worker.emitMessage({ type: 'toast', message: 'oops', toastType: 'error' });
+    worker.emitMessage({ type: 'toast', message: 'note' });
+
+    expect(toasts).toEqual([
+      { message: 'hello', toastType: 'success' },
+      { message: 'oops', toastType: 'error' },
+      { message: 'note', toastType: undefined },
+    ]);
+
+    worker.emitMessage({ type: 'runResult', requestId: request.requestId, result: '' });
+    await expect(runPromise).resolves.toEqual({ result: '', stdout: '' });
+  });
 });

tests/renderer/python/generateApiDocumentationMarkdownV1.test.ts

@@ -37,8 +37,9 @@ describe('generateApiDocumentationMarkdownV1', () => {
     expect(markdown).toContain('## publish');
     expect(markdown).toContain('### publish.uploadSite');
     expect(markdown).toContain('- [publish](#publish)');
-    // chat namespace should not be present
+    // chat namespace now contains detectPostLanguage
-    expect(markdown).not.toContain('## chat');
+    expect(markdown).toContain('## chat');
+    expect(markdown).toContain('### chat.detectPostLanguage');
   });
 
   it('includes a dedicated Data Structures section with core object shapes', () => {

tests/renderer/python/pythonApiContractV1.test.ts

@@ -59,15 +59,15 @@ describe('pythonApiContractV1', () => {
     });
   });
 
-  it('does not include chat namespace (removed in v1.7.0)', () => {
+  it('only exposes detectPostLanguage from chat namespace', () => {
     const methodNames = listPythonApiMethodNames();
     const chatMethods = methodNames.filter((m) => m.startsWith('chat.'));
-    expect(chatMethods).toHaveLength(0);
+    expect(chatMethods).toEqual(['chat.detectPostLanguage']);
   });
 
   it('contains semantic version metadata for compatibility checks', () => {
     expect(BDS_PYTHON_API_CONTRACT_V1).toMatchObject({
-      version: '1.9.0',
+      version: '1.10.0',
       generatedAt: expect.any(String),
     });
   });
@@ -100,7 +100,8 @@ describe('generatePythonApiModuleV1', () => {
     expect(moduleCode).toContain('async def upload_site(self, credentials):');
     expect(moduleCode).toContain('class BdsApi:');
     expect(moduleCode).toContain('bds = BdsApi(_transport)');
-    expect(moduleCode).not.toContain('class ChatApi:');
+    expect(moduleCode).toContain('class ChatApi:');
+    expect(moduleCode).toContain('async def detect_post_language(self, title, content):');
   });
 
   it('escapes python keyword method names to valid identifiers', () => {