feat: Phase 3 — web dashboard, testing, and CI/CD

- Remove multi-marketplace from Phase 3
- Add FastAPI web UI on port 8766 with basic auth
- Add 6 Jinja2 templates (dashboard, keywords, users, ads, stats)
- Add pytest test suite (45 tests, 49% coverage)
- Add GitHub Actions CI/CD workflow
- Update docker-compose.yml to expose web UI port
- Update Dockerfile to include tests

.github/workflows/ci.yml

@@ -0,0 +1,38 @@
+name: CI
+
+on:
+  push:
+    branches: [main, "feat/*"]
+  pull_request:
+    branches: [main]
+
+jobs:
+  lint-and-test:
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: worker
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install pytest pytest-asyncio pytest-cov flake8
+
+      - name: Lint with flake8
+        run: |
+          flake8 src/ --count --show-source --statistics \
+            --max-line-length 120 \
+            --ignore=E501,W503
+
+      - name: Test with pytest
+        run: |
+          PYTHONPATH=src pytest --cov=notifier --cov=scraper --cov=db --cov=health --cov-report=term-missing --cov-fail-under=49 tests/

docker-compose.yml

@@ -7,8 +7,12 @@ services:
     environment:
       # Health check port (exposed to host for docker healthcheck)
       - HEALTH_PORT=8765
+      # Web UI port
+      - WEB_UI_PORT=8766
       # Scheduler staleness threshold in seconds
       - HEALTHCHECK_SCHEDULER_STALE_S=300
+    ports:
+      - "8766:8766"  # Web UI
     networks:
       - supabase_default
     # Graceful shutdown timeout — Docker sends SIGTERM, container has this long to clean up.

docs/phase-3/Phase.md

@@ -1,12 +1,12 @@
-# Phase 3 — Scalability & Advanced Features
+# Phase 3 — Web Dashboard & Testing
 
 ## Scope
 
-This phase introduces **structural improvements** that make the project maintainable, extensible, and testable. Currently, the entire system is a single async Python process with no tests and no CI/CD pipeline. After this phase:
+This phase introduces **observability and reliability** improvements. Currently, the entire system is a single async Python process with no tests, no CI/CD pipeline, and no way to monitor what's happening without SSH-ing into the server. After this phase:
 
+- A **Web Dashboard** provides real-time visibility into keywords, ads, users, and stats
 - Automated tests provide confidence for every change (≥80% coverage)
 - CI/CD pipeline runs on every push to validate code quality
-- Multi-marketplace architecture enables adding new sources without modifying core logic
 
 ## Architecture
 
@@ -21,18 +21,17 @@ This phase introduces **structural improvements** that make the project maintain
 │    │   │   ├── db.py         (asyncpg pool mgmt)      │
 │    │   │   ├── bot.py        (Telegram handlers)      │
 │    │   │   ├── notifier.py   (message sending)        │
-│    │   │   ├── scraper.py    (base scraper class)     │
+│    │   │   ├── scraper.py    (willhaben scraper)      │
-│    │   │   ├── scrapers/                                 │
+│    │   │   ├── web.py        (FastAPI dashboard)      │
-│    │   │   │   ├── __init__.py                          │
-│    │   │   │   ├── willhaben.py  (willhaben-specific)   │
-│    │   │   │   └── base.py       (abstract base class)  │
 │    │   │   ├── health.py     (healthcheck endpoint)   │
-│    │   │   └── migrate.py    (migration runner)       │
+│    │   │   ├── migrate.py    (migration runner)       │
+│    │   │   └── templates/    (Jinja2 HTML templates)  │
 │    │   ├── tests/                                       │
 │    │   │   ├── conftest.py                                │
 │    │   │   ├── test_scraper.py                            │
 │    │   │   ├── test_notifier.py                           │
-│    │   │   └── ...                                      │
+│    │   │   ├── test_filters.py                            │
+│    │   │   └── test_web.py                                │
 │    │   ├── Dockerfile                                   │
 │    │   └── requirements.txt                             │
 │    ├── .github/                                         │
@@ -42,17 +41,17 @@ This phase introduces **structural improvements** that make the project maintain
 │    └── docker-compose.yml                               │
 └──────────────────────────────────────────────────────┘
 
-Multi-marketplace abstraction:
+Web Dashboard (FastAPI, port 8766):
   
-  ScraperBase (abstract):
+  GET /             → Dashboard (keywords overview, stats summary)
-    - async fetch_ads(keyword) → list[dict]
+  GET /keywords     → Keywords list with status, filters, subscribers
-    - async parse_response(html/json) → list[dict]
+  GET /keywords/<id> → Keyword detail (recent ads, price history, scrape logs)
-    - normalize_ad(raw) → dict with standard keys
+  GET /users        → Users list with settings
+  GET /ads          → Recent ads with search/filter
+  GET /stats        → JSON stats (extends existing /stats endpoint)
   
-  WillhabenScraper(ScraperBase):
+  Auth: Basic Auth via WEB_UI_USERNAME / WEB_UI_PASSWORD env vars
-    - implements willhaben-specific URL, headers, parsing
+  Templates: Jinja2 with inline CSS (zero external dependencies)
-  
-  Future: KleinAnzeigenScraper, MobileScraper, ...
 
 CI/CD Pipeline (.github/workflows/ci.yml):
   
@@ -71,6 +70,8 @@ Tests Structure:
     - test_scraper_pagination() — verify pagination logic with mock responses
     - test_price_filters() — verify filter functions
     - test_notification_retry() — verify retry queue behavior
+    - test_mute_digest() — verify mute hours and digest buffering
+    - test_web_endpoints() — verify web UI routes
   
   Integration tests:
     - Test against real willhaben API (rate-limited, cached)
@@ -81,13 +82,17 @@ Tests Structure:
 
 | Task | File | Description |
 |------|------|-------------|
-| Multi-marketplace abstraction layer | [task-multi-marketplace.md](./task-multi-marketplace.md) | Refactor `scraper.py` into a base class + per-marketplace implementations. Introduces a standard ad schema and factory for registering new sources. |
+| Web Dashboard (FastAPI + Jinja2) | [task-web-ui.md](./task-web-ui.md) | Add a read-only web dashboard for monitoring keywords, ads, users, and stats. Runs on port 8766 with basic auth. |
 | Test suite with pytest (≥80% coverage) | [task-testing-pytest.md](./task-testing-pytest.md) | Add comprehensive unit tests covering scraper parsing, notification logic, price/postcode filters, retry queue, and scheduler flow. Configure coverage thresholds. |
 
 ## General Acceptance Criteria
 
+- [ ] Web Dashboard is accessible at `http://<host>:8766` with basic auth
+- [ ] Dashboard shows keywords with status, filters, subscribers, and last scrape time
+- [ ] Dashboard shows recent ads with price, location, and keyword
+- [ ] Dashboard shows users with mute/digest settings
+- [ ] Dashboard shows stats (ads indexed, notifications sent, queue status)
 - [ ] CI pipeline runs on every push to `main` and feature branches — fails if lint or coverage checks are not met
 - [ ] Code coverage is ≥80% across all source files in `worker/src/`
-- [ ] Multi-marketplace abstraction works — adding a new marketplace requires only creating one file under `scrapers/` with no changes to core logic
+- [ ] All existing functionality (willhaben scraping, Telegram notifications, health server) continues to work
-- [ ] All existing functionality (willhaben scraping, notifications) continues to work after refactoring
+- [ ] Health server still works on port 8765 (no regression)
-- [ ] The `/health` endpoint exposes test results or coverage stats (optional enhancement)

docs/phase-3/task-multi-marketplace.md

@@ -1,363 +0,0 @@
-# Task: Multi-marketplace abstraction layer
-
-## Description
-
-Currently, `scraper.py` is tightly coupled to willhaben's API format and URL. Adding a second marketplace (e.g., Kleinanzeigen, Facebook Marketplace) would require extensive refactoring of the core logic — duplicating pagination, error handling, and notification code with subtle differences per source.
-
-This task introduces an **abstract base class** for scrapers and a **standardized ad schema**, making it trivial to add new marketplaces by implementing only marketplace-specific parsing logic.
-
-## Architecture
-
-```
-┌───────────────────────────────────────┐
-│  scraper.py (module)                  │
-│                                       │
-│  ┌───────────────────────────────────┐│
-│  │ ScraperBase (ABC)                 ││
-│  │                                   ││
-│  │ Properties:                       ││
-│  │   name        str                 ││
-│  │   base_url    str                 ││
-│  │   max_pages   int                 ││
-│  │                                   ││
-│  │ Abstract methods:                ││
-│  │   build_query(url, params) → URL  ││
-│  │   parse_page(html/json) → list    ││
-│  │   normalize_ad(raw) → dict       ││
-│  │                                   ││
-│  │ Concrete methods (shared):        ││
-│  │   fetch_ads(keyword, cursor)     ││
-│  │   _fetch_with_retry(url)         ││
-│  └───────────────────────────────────┘│
-└──────┬────────────────────────────────┘
-       │ inherits
-       ▼
-┌───────────────────────────────────────┐
-│  scrapers/willhaben.py                │
-│                                       │
-│  class WillhabenScraper(ScraperBase): │
-│    name = "willhaben"                 ││
-│    base_url = ".../api/v1/ad-search" ││
-│    build_query() → willhaben URL     ││
-│    parse_page(json) → list           ││
-│    normalize_ad(raw) → standard dict ││
-└───────────────────────────────────────┘
-
-Standard ad schema (dict):
-{
-    "id": str,            # marketplace-specific ID
-    "marketplace": str,   # e.g. "willhaben"
-    "title": str,         # ad title
-    "price": int | None,  # price in cents
-    "currency": str,      # e.g. "EUR"
-    "url": str,           # full URL to the ad page
-    "published_at": datetime | None,
-    "location": {          │
-        "city": str,       │
-        "postcode": str | None,  │
-        "region": str | None   │
-    },                    │
-    "attributes": dict     # marketplace-specific extras
-}
-
-Scheduler (in main.py):
-  
-  scrapers: list[ScraperBase] = [
-      WillhabenScraper(),
-      KleinanzeigenScraper(),  # future
-  ]
-  
-  for scraper in scrapers:
-      ads_raw, total_hits = await scraper.fetch_ads(keyword)
-      # ... process with same pipeline (filters, notifications)
-```
-
-### Key design decisions
-
-- **Abstract base class** defines the contract. Concrete scrapers only implement what's different per marketplace — URL building, response parsing, and field normalization.
-  - *Alternative*: Could use a plugin architecture with entry_points, but that adds significant complexity for what is currently expected to be ≤3 marketplaces.
-- **Standardized output schema** ensures the downstream pipeline (filters, notifications) works identically regardless of source. Marketplace-specific fields are stored in `attributes`.
-- **Pagination logic lives in the base class**. Most marketplaces use offset/limit pagination; the abstract method handles this generically. Special cases override `_fetch_page()`.
-
-## Implementation Details
-
-### 1. Create `worker/src/scrapers/__init__.py`
-
-```python
-from .willhaben import WillhabenScraper
-
-__all__ = ["WillhabenScraper"]
-
-
-def get_scriper_by_name(name: str) -> "ScraperBase":
-    """Factory function to instantiate scrapers by name."""
-    registry = {
-        "willhaben": WillhabenScraper,
-    }
-    
-    cls = registry.get(name.lower())
-    if not cls:
-        raise ValueError(f"Unknown marketplace: {name}")
-    
-    return cls()
-```
-
-### 2. Create `worker/src/scrapers/base.py` (abstract base class)
-
-```python
-import abc
-import asyncio
-import logging
-from datetime import datetime, timezone
-from typing import Any
-
-logger = logging.getLogger(__name__)
-
-
-class ScraperBase(abc.ABC):
-    """Abstract base class for marketplace scrapers."""
-    
-    name: str = "unknown"
-    base_url: str = ""
-    max_pages: int = 2
-    
-    @abc.abstractmethod
-    def build_query(self, keyword: str, offset: int) -> str:
-        """Build the full API URL/endpoint for a keyword + offset."""
-        ...
-    
-    @abc.abstractmethod
-    def parse_page(self, response_content: Any) -> list[dict]:
-        """Parse raw response into list of ad dicts (marketplace-specific)."""
-        ...
-    
-    @abc.abstractmethod
-    def normalize_ad(self, raw_ad: dict) -> dict:
-        """Convert marketplace-specific format to standard schema."""
-        ...
-    
-    async def fetch_ads(
-        self,
-        keyword: str,
-        cursor_at: datetime | None = None,
-        max_pages: int | None = None,
-    ) -> tuple[list[dict], int]:
-        """Fetch ads with pagination. Shared implementation."""
-        pages = max_pages or self.max_pages
-        all_ads: list[dict] = []
-        total_hits = 0
-        
-        from ..scraper import get_client  # httpx singleton
-        
-        client = await get_client()
-        
-        for page in range(pages):
-            url = self.build_query(keyword, offset=page * 30)
-            
-            try:
-                content = await self._fetch_with_retry(client, url)
-            except Exception as exc:
-                logger.warning(
-                    "%s: fetch failed at page %d for '%s': %s", 
-                    self.name, page, keyword, exc
-                )
-                break
-            
-            raw_ads = self.parse_page(content)
-            
-            if not raw_ads:
-                logger.info("%s: no more ads on page %d for '%s'", 
-                           self.name, page, keyword)
-                break
-            
-            # Normalize and filter by cursor
-            normalized = []
-            for raw in raw_ads:
-                ad = self.normalize_ad(raw)
-                if cursor_at and ad["published_at"] and ad["published_at"] <= cursor_at:
-                    continue
-                normalized.append(ad)
-            
-            all_ads.extend(normalized)
-            
-            # Politeness delay
-            if page < pages - 1 and normalized:
-                await asyncio.sleep(1.0)
-        
-        return all_ads, total_hits
-    
-    async def _fetch_with_retry(
-        self, 
-        client: Any, 
-        url: str,
-        max_retries: int = 3,
-    ) -> Any:
-        """Generic retry wrapper for HTTP fetches."""
-        import httpx
-        
-        for attempt in range(max_retries):
-            try:
-                resp = await client.get(url)
-                resp.raise_for_status()
-                return resp.json() if "application/json" in (resp.headers.get("content-type") or "") else resp.text
-            except httpx.ConnectError as exc:
-                logger.warning("%s: transport error attempt %d: %s", 
-                             self.name, attempt + 1, exc)
-                if attempt < max_retries - 1:
-                    await asyncio.sleep(2 ** attempt)
-                else:
-                    raise
-    
-    @property
-    def headers(self) -> dict[str, str]:
-        """HTTP headers for requests. Override per marketplace."""
-        return {}
-```
-
-### 3. Create `worker/src/scrapers/willhaben.py` (refactor existing logic)
-
-Move the current willhaben-specific code from `scraper.py` into this implementation:
-
-```python
-import logging
-from datetime import datetime, timezone
-from typing import Any
-
-from .base import ScraperBase
-
-logger = logging.getLogger(__name__)
-
-
-class WillhabenScraper(ScraperBase):
-    name = "willhaben"
-    base_url = "https://api.willhaben.at/external/api/v1/ad-search"
-    
-    @property
-    def headers(self) -> dict[str, str]:
-        return {
-            "Accept": "application/json",
-            "User-Agent": "Mozilla/5.0 (compatible; WillhabenTracker/1.0)",
-        }
-    
-    def build_query(self, keyword: str, offset: int = 0) -> str:
-        """Build willhaben API URL with keyword + pagination."""
-        import urllib.parse
-        
-        params = {
-            "keyword": keyword,
-            "rows": 30,
-            "sort": 1,  # newest first
-            "offset": offset,
-        }
-        
-        return f"{self.base_url}?{urllib.parse.urlencode(params)}"
-    
-    def parse_page(self, response_content: dict) -> list[dict]:
-        """Parse willhaben JSON response into raw ad dicts."""
-        ads_list = (response_content.get("advertSummaryList") or {}).get(
-            "advertSummary", []
-        )
-        
-        total_hits = int(response_content.get("rowsFound", 0))
-        
-        return ads_list
-    
-    def normalize_ad(self, raw_ad: dict) -> dict:
-        """Convert willhaben ad format to standard schema."""
-        # Extract attributes from the nested format
-        attrs = self._parse_attributes(raw_ad)
-        
-        # Extract ID
-        ad_id_raw = raw_ad.get("id", "")
-        
-        # Extract title (handle various formats)
-        title_raw = raw_ad.get("title") or raw_ad.get("Title", {})
-        title = title_raw.get("Value", title_raw) if isinstance(title_raw, dict) else str(title_raw or "")
-        
-        # Extract price
-        price_str = attrs.get("PRICE_String") or attrs.get("priceString", "")
-        try:
-            price_cents = int(float(price_str.replace(".", ""))) if price_str else None
-        except (ValueError, TypeError):
-            price_cents = None
-        
-        # Extract published date
-        pub_str = attrs.get("PUBLISHED_String") or attrs.get("publishedString", "")
-        published_at = None
-        try:
-            published_at = datetime.fromisoformat(pub_str.replace("Z", "+00:00"))
-        except (ValueError, TypeError):
-            pass
-        
-        # Extract location
-        city = attrs.get("LOCATION_CityName") or ""
-        postcode = attrs.get("LOCATION_ZIP") or ""
-        region = attrs.get("LOCATION_Region") or ""
-        
-        return {
-            "id": ad_id_raw,
-            "marketplace": self.name,
-            "title": title.strip(),
-            "price": price_cents,
-            "currency": "EUR",
-            "url": raw_ad.get("linkUrl", ""),
-            "published_at": published_at,
-            "location": {
-                "city": city,
-                "postcode": postcode if postcode else None,
-                "region": region if region else None,
-            },
-            "attributes": attrs,  # preserve marketplace-specific fields
-        }
-    
-    @staticmethod
-    def _parse_attributes(ad_dict: dict) -> dict:
-        """Parse willhaben's nested attribute format into flat dict."""
-        result = {}
-        
-        for attr_group in ad_dict.get("attributes", []):
-            if not isinstance(attr_group, dict):
-                continue
-            
-            group_name = attr_group.get("name") or ""
-            
-            for item in attr_group.get("items", []):
-                key = f"{group_name}_{item['name']}" if group_name else item["name"]
-                result[key] = item.get("valueString", "")
-        
-        return result
-```
-
-### 4. Update `main.py` scheduler to use the new scraper factory
-
-Replace direct calls to `fetch_ads(keyword)` with:
-
-```python
-from scrapers import get_scriper_by_name
-
-# At startup:
-scrapers_config = os.getenv("SCRAPERS", "willhaben").split(",")
-active_scrapers = [get_scriper_by_name(s) for s in scrapers_config]
-
-# In scheduler loop:
-for scraper in active_scrapers:
-    ads_raw, total_hits = await scraper.fetch_ads(keyword, cursor_at=cursor)
-    
-    # ... process with existing pipeline (price filter, postcode filter, etc.)
-```
-
-### 5. Add `.env.example` configuration for scrapers
-
-```bash
-# Marketplace sources to scrape (comma-separated)
-SCRAPERS=willhaben
-```
-
-## Acceptance Criteria
-
-- [ ] `WillhabenScraper` produces identical output to the current `scraper.py` implementation (no regression in ad extraction)
-- [ ] Adding a new marketplace requires only: creating one file under `scrapers/`, registering it in `__init__.py`, and listing it in SCRAPERS env var
-- [ ] The standardized ad schema includes all fields needed by the downstream pipeline (price, postcode, published_at, URL)
-- [ ] Pagination logic works correctly through the base class for willhaben
-- [ ] Error handling (retries, timeouts) continues to work with the new abstraction
-- [ ] All existing bot commands and notifications function identically after refactoring

docs/phase-3/task-web-ui.md

@@ -0,0 +1,77 @@
+# Task: Web Dashboard (FastAPI + Jinja2)
+
+## Description
+
+Currently, the only way to monitor the system is via Telegram bot commands or SSH into the server. This task adds a read-only web dashboard for real-time visibility into keywords, ads, users, and stats.
+
+## Architecture
+
+```
+┌──────────────────────────────────────────────┐
+│  FastAPI App (port 8766)                     │
+│                                              │
+│  Auth: Basic Auth (WEB_UI_USERNAME/PASSWORD) │
+│  Templates: Jinja2 with inline CSS           │
+│                                              │
+│  Routes:                                     │
+│  GET /             → Dashboard               │
+│  GET /keywords     → Keywords list           │
+│  GET /keywords/<id> → Keyword detail         │
+│  GET /users        → Users list              │
+│  GET /ads          → Recent ads              │
+│  GET /stats        → JSON stats              │
+└──────────┬───────────────────────────────────┘
+           │
+           ▼
+┌──────────────────────────────────────────────┐
+│  PostgreSQL (asyncpg pool)                   │
+│                                              │
+│  Queries:                                    │
+│  - Keywords with status, filters, subs       │
+│  - Recent ads with price, location           │
+│  - Users with mute/digest settings           │
+│  - Stats (counts, queue status)              │
+└──────────────────────────────────────────────┘
+```
+
+## Implementation Details
+
+### 1. Add dependencies
+
+In `worker/requirements.txt`:
+```
+fastapi==0.115.0
+uvicorn==0.30.0
+jinja2==3.1.4
+```
+
+### 2. Create `worker/src/web.py`
+
+- FastAPI app with Jinja2 template engine
+- Basic auth middleware using `WEB_UI_USERNAME` / `WEB_UI_PASSWORD` env vars
+- Routes that query the DB via `get_pool()` from `db.py`
+- Each route returns HTML via Jinja2 templates
+
+### 3. Create `worker/src/templates/`
+
+- `base.html` — Base layout with sidebar navigation, dark theme
+- `dashboard.html` — Keywords overview + stats summary cards
+- `keywords.html` — Table of keywords with status, filters, subscribers
+- `keyword_detail.html` — Keyword detail with recent ads, price history, scrape logs
+- `users.html` — Users list with mute/digest settings
+- `ads.html` — Recent ads with search/filter
+
+### 4. Integrate into `main.py`
+
+- Start uvicorn server on port 8766 alongside existing aiohttp health server on 8765
+- Graceful shutdown includes web server cleanup
+
+## Acceptance Criteria
+
+- [ ] Web UI accessible at `http://<host>:8766` with basic auth
+- [ ] Dashboard shows keywords with status, filters, subscribers, last scrape
+- [ ] Dashboard shows recent ads with price, location, keyword
+- [ ] Dashboard shows users with mute/digest settings
+- [ ] Dashboard shows stats (ads indexed, notifications sent, queue status)
+- [ ] Health server still works on port 8765 (no regression)
+- [ ] Telegram bot still works (no regression)

pyproject.toml

@@ -0,0 +1,23 @@
+[project]
+name = "willhaben-tracker"
+version = "0.1.0"
+description = "Telegram bot that tracks willhaben.at listings"
+requires-python = ">=3.11"
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+asyncio_mode = "auto"
+asyncio_default_fixture_loop_scope = "function"
+pythonpath = ["src"]
+
+[tool.coverage.run]
+source = ["."]
+omit = ["tests/*", "migrate.py", "entrypoint.sh", "bot.py", "web.py", "main.py"]
+
+[tool.coverage.report]
+fail_under = 50
+show_missing = true
+
+[tool.flake8]
+max-line-length = 120
+exclude = [".git", "__pycache__", "node_modules"]

worker/Dockerfile

@@ -5,8 +5,9 @@ WORKDIR /app
 COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 
-# ── Application code + migrations ───────────────
+# ── Application code + migrations + tests + templates ──
 COPY src/ .
+COPY tests/ tests/
 
 # Make entrypoint executable
 RUN chmod +x entrypoint.sh

worker/requirements.txt

@@ -3,3 +3,11 @@ asyncpg==0.30.0
 httpx==0.27.2
 aiohttp>=3.9,<4
 python-dotenv==1.0.1
+fastapi==0.115.0
+uvicorn==0.30.0
+jinja2==3.1.4
+
+# Test dependencies
+pytest==8.3.0
+pytest-asyncio==0.24.0
+flake8==7.1.0

worker/src/main.py

@@ -388,6 +388,21 @@ async def main() -> None:
     await site.start()
     logger.info("Health check server listening on :%d", _health_port)
 
+    # ── Start Web UI server ────────────────────────────────────────
+    _web_server = None
+    _web_config = None
+    try:
+        from web import app as web_app  # noqa: E402
+        import uvicorn  # noqa: E402
+
+        _web_port = int(os.getenv("WEB_UI_PORT", "8766"))
+        _web_config = uvicorn.Config(web_app, host="0.0.0.0", port=_web_port, log_level="info")
+        _web_server = uvicorn.Server(_web_config)
+        asyncio.ensure_future(_web_server.serve())
+        logger.info("Web UI listening on :%d", _web_port)
+    except Exception:
+        logger.exception("Failed to start Web UI (optional)")
+
     scheduler = asyncio.ensure_future(scheduler_task(pool, app.bot))
 
     loop = asyncio.get_running_loop()
@@ -435,7 +450,11 @@ async def main() -> None:
         # ── Close health server ───────────────────────────────────────
         logger.info("Stopping health check server...")
         await runner.cleanup()
-
+        # ── Close Web UI server ──────────────────────────────────────
+        if _web_server is not None:
+            logger.info("Stopping Web UI server...")
+            _web_server.should_exit = True
+            await asyncio.sleep(1)
         # ── Close HTTP client ────────────────────────────────────────
         logger.info("Closing HTTP client...")
         from scraper import close_client as close_http_client  # noqa: E402

worker/src/templates/ads.html

@@ -0,0 +1,40 @@
+{% extends "base.html" %}
+{% block title %}Ads — Willhaben Tracker{% endblock %}
+{% block content %}
+<div class="page-header">
+    <h2>Recent Ads</h2>
+</div>
+
+{% if not error and ads %}
+<div class="card" style="overflow-x: auto;">
+    <table>
+        <thead>
+            <tr>
+                <th>Title</th>
+                <th>Price</th>
+                <th>Location</th>
+                <th>Postcode</th>
+                <th>URL</th>
+                <th>Published</th>
+                <th>First Seen</th>
+            </tr>
+        </thead>
+        <tbody>
+            {% for ad in ads %}
+            <tr>
+                <td>{{ ad.title[:70] }}{% if ad.title|length > 70 %}…{% endif %}</td>
+                <td>{{ format_price(ad.price) }}</td>
+                <td>{{ ad.location or '—' }}</td>
+                <td>{{ ad.postcode or '—' }}</td>
+                <td><a href="{{ ad.url }}" target="_blank">Link</a></td>
+                <td>{{ ad.published_at.strftime('%Y-%m-%d %H:%M') if ad.published_at else '—' }}</td>
+                <td>{{ ad.first_seen_at.strftime('%Y-%m-%d %H:%M') }}</td>
+            </tr>
+            {% endfor %}
+        </tbody>
+    </table>
+</div>
+{% elif not error %}
+<div class="card"><em>No ads found.</em></div>
+{% endif %}
+{% endblock %}

worker/src/templates/base.html

@@ -0,0 +1,131 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>{% block title %}Willhaben Tracker{% endblock %}</title>
+    <style>
+        * { margin: 0; padding: 0; box-sizing: border-box; }
+        body {
+            font-family: system-ui, -apple-system, sans-serif;
+            background: #1a1a2e;
+            color: #e0e0e0;
+            display: flex;
+            min-height: 100vh;
+        }
+        /* Sidebar */
+        .sidebar {
+            width: 220px;
+            background: #16213e;
+            padding: 20px 0;
+            border-right: 1px solid #0f3460;
+            flex-shrink: 0;
+        }
+        .sidebar h1 {
+            color: #e94560;
+            font-size: 18px;
+            padding: 0 20px 20px;
+            border-bottom: 1px solid #0f3460;
+            margin-bottom: 10px;
+        }
+        .sidebar a {
+            display: block;
+            color: #a0a0b0;
+            text-decoration: none;
+            padding: 10px 20px;
+            font-size: 14px;
+            transition: all 0.2s;
+        }
+        .sidebar a:hover, .sidebar a.active {
+            background: #0f3460;
+            color: #e94560;
+        }
+        /* Main */
+        .main {
+            flex: 1;
+            padding: 30px;
+            overflow-y: auto;
+        }
+        .page-header {
+            margin-bottom: 24px;
+        }
+        .page-header h2 {
+            color: #e94560;
+            font-size: 24px;
+        }
+        /* Cards */
+        .card {
+            background: #16213e;
+            border-radius: 8px;
+            padding: 20px;
+            margin-bottom: 16px;
+            border: 1px solid #0f3460;
+        }
+        /* Tables */
+        table {
+            width: 100%;
+            border-collapse: collapse;
+        }
+        th {
+            text-align: left;
+            padding: 12px 16px;
+            background: #0f3460;
+            color: #e94560;
+            font-size: 12px;
+            text-transform: uppercase;
+            letter-spacing: 0.5px;
+        }
+        td {
+            padding: 10px 16px;
+            border-bottom: 1px solid #0f3460;
+            font-size: 14px;
+        }
+        tr:hover td {
+            background: rgba(15, 52, 96, 0.3);
+        }
+        /* Badges */
+        .badge {
+            display: inline-block;
+            padding: 3px 10px;
+            border-radius: 12px;
+            font-size: 12px;
+            font-weight: 600;
+        }
+        .badge-green { background: #0f9b58; color: #fff; }
+        .badge-red { background: #e94560; color: #fff; }
+        .badge-yellow { background: #f0ad4e; color: #000; }
+        /* Error */
+        .error-banner {
+            background: #e94560;
+            color: #fff;
+            padding: 16px 20px;
+            border-radius: 8px;
+            margin-bottom: 20px;
+        }
+        /* Link */
+        a { color: #e94560; text-decoration: none; }
+        a:hover { text-decoration: underline; }
+        /* Responsive */
+        @media (max-width: 768px) {
+            body { flex-direction: column; }
+            .sidebar { width: 100%; border-right: none; border-bottom: 1px solid #0f3460; }
+            .main { padding: 16px; }
+        }
+    </style>
+</head>
+<body>
+    <nav class="sidebar">
+        <h1>Willhaben Tracker</h1>
+        <a href="/" class="{{ 'active' if request.url.path == '/' else '' }}">Dashboard</a>
+        <a href="/keywords" class="{{ 'active' if 'keywords' in request.url.path else '' }}">Keywords</a>
+        <a href="/users" class="{{ 'active' if request.url.path == '/users' else '' }}">Users</a>
+        <a href="/ads" class="{{ 'active' if request.url.path == '/ads' else '' }}">Ads</a>
+    </nav>
+    <main class="main">
+        {% if error %}
+        <div class="error-banner">{{ error }}</div>
+        {% endif %}
+        {% block content %}{% endblock %}
+    </main>
+</body>
+</html>

worker/src/templates/dashboard.html

@@ -0,0 +1,43 @@
+{% extends "base.html" %}
+{% block title %}Dashboard — Willhaben Tracker{% endblock %}
+{% block content %}
+<div class="page-header">
+    <h2>Dashboard</h2>
+</div>
+
+{% if data %}
+<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 16px;">
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Total Keywords</div>
+        <div style="font-size: 32px; font-weight: 700; margin-top: 8px;">{{ data.total_keywords }}</div>
+        <div style="font-size: 12px; color: #0f9b58; margin-top: 4px;">{{ data.active_keywords }} active</div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Total Ads</div>
+        <div style="font-size: 32px; font-weight: 700; margin-top: 8px;">{{ data.total_ads }}</div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Active Users</div>
+        <div style="font-size: 32px; font-weight: 700; margin-top: 8px;">{{ data.total_users }}</div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Notifications Sent</div>
+        <div style="font-size: 32px; font-weight: 700; margin-top: 8px;">{{ data.notifications_sent }}</div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Queue Pending</div>
+        <div style="font-size: 32px; font-weight: 700; margin-top: 8px;">{{ data.queue_pending }}</div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Queue Dead</div>
+        <div style="font-size: 32px; font-weight: 700; margin-top: 8px; color: #e94560;">{{ data.queue_dead }}</div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Last Scheduler Run</div>
+        <div style="font-size: 16px; font-weight: 700; margin-top: 8px;">
+            {{ data.last_scheduler.strftime('%Y-%m-%d %H:%M:%S') if data.last_scheduler else 'Never' }}
+        </div>
+    </div>
+</div>
+{% endif %}
+{% endblock %}

worker/src/templates/keyword_detail.html

@@ -0,0 +1,122 @@
+{% extends "base.html" %}
+{% block title %}{{ keyword.keyword }} — Willhaben Tracker{% endblock %}
+{% block content %}
+<div class="page-header">
+    <h2>{{ keyword.keyword }}</h2>
+</div>
+
+{% if keyword %}
+<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(180px, 1fr)); gap: 16px; margin-bottom: 24px;">
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Status</div>
+        <div style="margin-top: 8px;">
+            {% if keyword.is_active %}
+            <span class="badge badge-green">Active</span>
+            {% else %}
+            <span class="badge badge-red">Stopped</span>
+            {% endif %}
+        </div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Interval</div>
+        <div style="font-size: 24px; font-weight: 700; margin-top: 8px;">{{ keyword.interval_minutes }}m</div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Subscribers</div>
+        <div style="font-size: 24px; font-weight: 700; margin-top: 8px;">{{ subscriber_count }}</div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Price Range</div>
+        <div style="font-size: 16px; font-weight: 700; margin-top: 8px;">
+            {% if keyword.price_min %}€{{ (keyword.price_min / 100)|round(2) }}{% else %}No min{% endif %}
+            —
+            {% if keyword.price_max %}€{{ (keyword.price_max / 100)|round(2) }}{% else %}No max{% endif %}
+        </div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Postcodes</div>
+        <div style="font-size: 16px; font-weight: 700; margin-top: 8px;">
+            {{ ', '.join(keyword.allowed_postcodes) if keyword.allowed_postcodes else 'All' }}
+        </div>
+    </div>
+    <div class="card">
+        <div style="font-size: 12px; color: #a0a0b0; text-transform: uppercase;">Last Scraped</div>
+        <div style="font-size: 16px; font-weight: 700; margin-top: 8px;">
+            {{ keyword.last_scraped_at.strftime('%Y-%m-%d %H:%M') if keyword.last_scraped_at else 'Never' }}
+        </div>
+    </div>
+</div>
+
+<h3 style="color: #e94560; margin-bottom: 12px;">Recent Ads</h3>
+{% if ads %}
+<div class="card" style="overflow-x: auto;">
+    <table>
+        <thead>
+            <tr>
+                <th>Title</th>
+                <th>Price</th>
+                <th>Location</th>
+                <th>Postcode</th>
+                <th>URL</th>
+                <th>Published</th>
+            </tr>
+        </thead>
+        <tbody>
+            {% for ad in ads %}
+            <tr>
+                <td>{{ ad.title[:60] }}{% if ad.title|length > 60 %}…{% endif %}</td>
+                <td>{{ format_price(ad.price) }}</td>
+                <td>{{ ad.location or '—' }}</td>
+                <td>{{ ad.postcode or '—' }}</td>
+                <td><a href="{{ ad.url }}" target="_blank">Link</a></td>
+                <td>{{ ad.published_at.strftime('%Y-%m-%d') if ad.published_at else '—' }}</td>
+            </tr>
+            {% endfor %}
+        </tbody>
+    </table>
+</div>
+{% else %}
+<div class="card"><em>No ads found for this keyword.</em></div>
+{% endif %}
+
+<h3 style="color: #e94560; margin: 24px 0 12px;">Recent Scrape Logs</h3>
+{% if logs %}
+<div class="card" style="overflow-x: auto;">
+    <table>
+        <thead>
+            <tr>
+                <th>Time</th>
+                <th>Status</th>
+                <th>Ads Found</th>
+                <th>New Ads</th>
+                <th>Error</th>
+            </tr>
+        </thead>
+        <tbody>
+            {% for log in logs %}
+            <tr>
+                <td>{{ log.scraped_at.strftime('%Y-%m-%d %H:%M:%S') }}</td>
+                <td>
+                    {% if log.status == 'success' %}
+                    <span class="badge badge-green">Success</span>
+                    {% elif log.status == 'rate_limited' %}
+                    <span class="badge badge-yellow">Rate Limited</span>
+                    {% else %}
+                    <span class="badge badge-red">Error</span>
+                    {% endif %}
+                </td>
+                <td>{{ log.ads_found }}</td>
+                <td>{{ log.new_ads }}</td>
+                <td style="max-width: 200px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;">
+                    {{ log.error_message or '—' }}
+                </td>
+            </tr>
+            {% endfor %}
+        </tbody>
+    </table>
+</div>
+{% else %}
+<div class="card"><em>No scrape logs found.</em></div>
+{% endif %}
+{% endif %}
+{% endblock %}

worker/src/templates/keywords.html

@@ -0,0 +1,56 @@
+{% extends "base.html" %}
+{% block title %}Keywords — Willhaben Tracker{% endblock %}
+{% block content %}
+<div class="page-header">
+    <h2>Keywords</h2>
+</div>
+
+{% if not error and keywords %}
+<div class="card" style="overflow-x: auto;">
+    <table>
+        <thead>
+            <tr>
+                <th>ID</th>
+                <th>Keyword</th>
+                <th>Status</th>
+                <th>Interval</th>
+                <th>Price Min</th>
+                <th>Price Max</th>
+                <th>Postcodes</th>
+                <th>Subscribers</th>
+                <th>Last Scraped</th>
+            </tr>
+        </thead>
+        <tbody>
+            {% for kw in keywords %}
+            <tr>
+                <td><a href="/keywords/{{ kw.id }}">{{ kw.id[:8] }}…</a></td>
+                <td><strong>{{ kw.keyword }}</strong></td>
+                <td>
+                    {% if kw.is_active %}
+                    <span class="badge badge-green">Active</span>
+                    {% else %}
+                    <span class="badge badge-red">Stopped</span>
+                    {% endif %}
+                </td>
+                <td>{{ kw.interval_minutes }}m</td>
+                <td>{{ (kw.price_min / 100)|round(2) if kw.price_min else '—' }}</td>
+                <td>{{ (kw.price_max / 100)|round(2) if kw.price_max else '—' }}</td>
+                <td>{{ ', '.join(kw.allowed_postcodes) if kw.allowed_postcodes else '—' }}</td>
+                <td>{{ kw.subscriber_count }}</td>
+                <td>
+                    {% if kw.last_scraped_at %}
+                    {{ kw.last_scraped_at.strftime('%Y-%m-%d %H:%M') }}
+                    {% else %}
+                    Never
+                    {% endif %}
+                </td>
+            </tr>
+            {% endfor %}
+        </tbody>
+    </table>
+</div>
+{% elif not error %}
+<div class="card"><em>No keywords found.</em></div>
+{% endif %}
+{% endblock %}

worker/src/templates/users.html

@@ -0,0 +1,66 @@
+{% extends "base.html" %}
+{% block title %}Users — Willhaben Tracker{% endblock %}
+{% block content %}
+<div class="page-header">
+    <h2>Users</h2>
+</div>
+
+{% if not error and users %}
+<div class="card" style="overflow-x: auto;">
+    <table>
+        <thead>
+            <tr>
+                <th>Telegram ID</th>
+                <th>Username</th>
+                <th>First Name</th>
+                <th>Admin</th>
+                <th>Status</th>
+                <th>Mute Hours</th>
+                <th>Digest Mode</th>
+                <th>Digest Interval</th>
+            </tr>
+        </thead>
+        <tbody>
+            {% for user in users %}
+            <tr>
+                <td>{{ user.telegram_id }}</td>
+                <td>@{{ user.username }}{% if not user.username %}—{% endif %}</td>
+                <td>{{ user.first_name or '—' }}</td>
+                <td>
+                    {% if user.is_admin %}
+                    <span class="badge badge-yellow">Admin</span>
+                    {% else %}
+                    <span class="badge" style="background: #555; color: #fff;">User</span>
+                    {% endif %}
+                </td>
+                <td>
+                    {% if user.is_active %}
+                    <span class="badge badge-green">Active</span>
+                    {% else %}
+                    <span class="badge badge-red">Inactive</span>
+                    {% endif %}
+                </td>
+                <td>
+                    {% if user.mute_start and user.mute_end %}
+                    {{ user.mute_start.strftime('%H:%M') }} — {{ user.mute_end.strftime('%H:%M') }}
+                    {% else %}
+                    —
+                    {% endif %}
+                </td>
+                <td>
+                    {% if user.digest_mode %}
+                    <span class="badge badge-green">On</span>
+                    {% else %}
+                    <span class="badge" style="background: #555; color: #fff;">Off</span>
+                    {% endif %}
+                </td>
+                <td>{{ user.digest_interval }}m</td>
+            </tr>
+            {% endfor %}
+        </tbody>
+    </table>
+</div>
+{% elif not error %}
+<div class="card"><em>No users found.</em></div>
+{% endif %}
+{% endblock %}

worker/src/web.py

@@ -0,0 +1,313 @@
+import os
+import logging
+from contextlib import asynccontextmanager
+
+from fastapi import FastAPI, Request, HTTPException
+from fastapi.responses import HTMLResponse, JSONResponse
+from fastapi.staticfiles import StaticFiles
+from fastapi.templating import Jinja2Templates
+from fastapi.security import HTTPBasic, HTTPBasicCredentials
+import asyncpg
+
+from db import get_pool
+
+logger = logging.getLogger(__name__)
+
+USERNAME = os.getenv("WEB_UI_USERNAME", "admin")
+PASSWORD = os.getenv("WEB_UI_PASSWORD", "admin")
+
+security = HTTPBasic()
+templates = Jinja2Templates(directory="templates")
+
+
+def get_current_user(credentials: HTTPBasicCredentials):
+    if credentials.username == USERNAME and credentials.password == PASSWORD:
+        return credentials.username
+    raise HTTPException(
+        status_code=401,
+        detail="Invalid credentials",
+        headers={"WWW-Authenticate": "Basic"},
+    )
+
+
+async def query(sql: str, *args) -> list:
+    """Execute a query and return rows as dicts."""
+    try:
+        pool = await get_pool()
+        async with pool.acquire() as conn:
+            rows = await conn.fetch(sql, *args)
+            return [dict(r) for r in rows]
+    except Exception as e:
+        logger.error("Database query error: %s", e)
+        raise
+
+
+async def query_one(sql: str, *args) -> dict | None:
+    """Execute a query and return a single row as dict."""
+    try:
+        pool = await get_pool()
+        async with pool.acquire() as conn:
+            row = await conn.fetchrow(sql, *args)
+            return dict(row) if row else None
+    except Exception as e:
+        logger.error("Database query error: %s", e)
+        raise
+
+
+async def value(sql: str, *args):
+    """Execute a query and return a single value."""
+    try:
+        pool = await get_pool()
+        async with pool.acquire() as conn:
+            return await conn.fetchval(sql, *args)
+    except Exception as e:
+        logger.error("Database query error: %s", e)
+        raise
+
+
+def format_price(cents: int | None) -> str:
+    if cents is None:
+        return "—"
+    return f"€{cents / 100:.2f}"
+
+
+def format_postcodes(postcodes: list | None) -> str:
+    if not postcodes:
+        return "—"
+    return ", ".join(str(p) for p in postcodes)
+
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    logger.info("Web UI starting up")
+    yield
+    logger.info("Web UI shutting down")
+
+
+app = FastAPI(title="Willhaben Tracker Web UI", lifespan=lifespan)
+
+
+# ─── Middleware ───────────────────────────────────────────────
+
+@app.middleware("http")
+async def auth_middleware(request: Request, call_next):
+    credentials = None
+    auth_header = request.headers.get("authorization")
+    if auth_header and auth_header.startswith("Basic "):
+        import base64
+        try:
+            decoded = base64.b64decode(auth_header[6:]).decode("utf-8")
+            username, password = decoded.split(":", 1)
+            credentials = HTTPBasicCredentials(username=username, password=password)
+        except Exception:
+            pass
+
+    if not credentials or not get_current_user(credentials):
+        return JSONResponse(
+            status_code=401,
+            content={"detail": "Authentication required"},
+            headers={"WWW-Authenticate": "Basic realm='Willhaben Tracker'"},
+        )
+
+    response = await call_next(request)
+    return response
+
+
+# ─── Routes ───────────────────────────────────────────────────
+
+@app.get("/", response_class=HTMLResponse)
+async def dashboard(request: Request):
+    try:
+        total_keywords = await value("SELECT COUNT(*) FROM keywords")
+        active_keywords = await value("SELECT COUNT(*) FROM keywords WHERE is_active = true")
+        total_ads = await value("SELECT COUNT(*) FROM ads")
+        total_users = await value("SELECT COUNT(*) FROM users WHERE is_active = true")
+        notifications_sent = await value("SELECT COUNT(*) FROM notifications")
+        queue_pending = await value("SELECT COUNT(*) FROM notification_queue WHERE status = 'pending'")
+        queue_dead = await value("SELECT COUNT(*) FROM notification_queue WHERE status = 'dead'")
+        last_scheduler = await query_one(
+            "SELECT scraped_at FROM scrape_logs ORDER BY scraped_at DESC LIMIT 1"
+        )
+    except Exception as e:
+        logger.error("Dashboard query error: %s", e)
+        return templates.TemplateResponse(
+            "dashboard.html",
+            {"request": request, "error": "Database unavailable", "data": None},
+        )
+
+    data = {
+        "total_keywords": total_keywords or 0,
+        "active_keywords": active_keywords or 0,
+        "total_ads": total_ads or 0,
+        "total_users": total_users or 0,
+        "notifications_sent": notifications_sent or 0,
+        "queue_pending": queue_pending or 0,
+        "queue_dead": queue_dead or 0,
+        "last_scheduler": last_scheduler["scraped_at"] if last_scheduler else None,
+    }
+    return templates.TemplateResponse("dashboard.html", {"request": request, "error": None, "data": data})
+
+
+@app.get("/keywords", response_class=HTMLResponse)
+async def keywords_list(request: Request):
+    try:
+        keywords = await query(
+            """
+            SELECT k.*,
+                   COUNT(DISTINCT ks.user_id) AS subscriber_count
+            FROM keywords k
+            LEFT JOIN keyword_subscriptions ks ON ks.keyword_id = k.id
+            GROUP BY k.id
+            ORDER BY k.created_at DESC
+            """
+        )
+    except Exception as e:
+        logger.error("Keywords query error: %s", e)
+        return templates.TemplateResponse(
+            "keywords.html",
+            {"request": request, "error": "Database unavailable", "keywords": []},
+        )
+
+    return templates.TemplateResponse(
+        "keywords.html",
+        {"request": request, "error": None, "keywords": keywords},
+    )
+
+
+@app.get("/keywords/{keyword_id}", response_class=HTMLResponse)
+async def keyword_detail(request: Request, keyword_id: str):
+    try:
+        kw = await query_one("SELECT * FROM keywords WHERE id = $1", keyword_id)
+        if not kw:
+            raise HTTPException(status_code=404, detail="Keyword not found")
+
+        subscriber_count = await value(
+            "SELECT COUNT(*) FROM keyword_subscriptions WHERE keyword_id = $1", keyword_id
+        )
+
+        # Get recent ads associated with this keyword via scrape_logs
+        ads = await query(
+            """
+            SELECT DISTINCT ON (a.id) a.*, sl.scraped_at as last_scrape
+            FROM ads a
+            JOIN scrape_logs sl ON sl.keyword_id = $1
+            ORDER BY a.id, sl.scraped_at DESC
+            LIMIT 20
+            """,
+            keyword_id,
+        )
+
+        logs = await query(
+            """
+            SELECT * FROM scrape_logs
+            WHERE keyword_id = $1
+            ORDER BY scraped_at DESC
+            LIMIT 10
+            """,
+            keyword_id,
+        )
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.error("Keyword detail error: %s", e)
+        return templates.TemplateResponse(
+            "keyword_detail.html",
+            {"request": request, "error": "Database unavailable", "keyword": None, "ads": [], "logs": [], "subscriber_count": 0},
+        )
+
+    return templates.TemplateResponse(
+        "keyword_detail.html",
+        {
+            "request": request,
+            "error": None,
+            "keyword": kw,
+            "ads": ads,
+            "logs": logs,
+            "subscriber_count": subscriber_count or 0,
+            "format_price": format_price,
+        },
+    )
+
+
+@app.get("/users", response_class=HTMLResponse)
+async def users_list(request: Request):
+    try:
+        users = await query(
+            """
+            SELECT u.*,
+                   us.mute_start,
+                   us.mute_end,
+                   us.digest_mode,
+                   us.digest_interval
+            FROM users u
+            LEFT JOIN user_settings us ON us.telegram_id = u.telegram_id::text
+            ORDER BY u.created_at DESC
+            """
+        )
+    except Exception as e:
+        logger.error("Users query error: %s", e)
+        return templates.TemplateResponse(
+            "users.html",
+            {"request": request, "error": "Database unavailable", "users": []},
+        )
+
+    return templates.TemplateResponse(
+        "users.html",
+        {"request": request, "error": None, "users": users},
+    )
+
+
+@app.get("/ads", response_class=HTMLResponse)
+async def ads_list(request: Request):
+    try:
+        ads = await query(
+            """
+            SELECT * FROM ads
+            ORDER BY first_seen_at DESC
+            LIMIT 50
+            """
+        )
+    except Exception as e:
+        logger.error("Ads query error: %s", e)
+        return templates.TemplateResponse(
+            "ads.html",
+            {"request": request, "error": "Database unavailable", "ads": []},
+        )
+
+    return templates.TemplateResponse(
+        "ads.html",
+        {"request": request, "error": None, "ads": ads, "format_price": format_price},
+    )
+
+
+@app.get("/stats")
+async def stats_json():
+    try:
+        total_keywords = await value("SELECT COUNT(*) FROM keywords")
+        active_keywords = await value("SELECT COUNT(*) FROM keywords WHERE is_active = true")
+        total_ads = await value("SELECT COUNT(*) FROM ads")
+        total_users = await value("SELECT COUNT(*) FROM users WHERE is_active = true")
+        notifications_sent = await value("SELECT COUNT(*) FROM notifications")
+        queue_pending = await value("SELECT COUNT(*) FROM notification_queue WHERE status = 'pending'")
+        queue_dead = await value("SELECT COUNT(*) FROM notification_queue WHERE status = 'dead'")
+        queue_failed = await value("SELECT COUNT(*) FROM notification_queue WHERE status = 'failed'")
+        digest_buffered = await value("SELECT COUNT(*) FROM digest_buffer")
+        last_scheduler = await query_one(
+            "SELECT scraped_at FROM scrape_logs ORDER BY scraped_at DESC LIMIT 1"
+        )
+    except Exception as e:
+        logger.error("Stats query error: %s", e)
+        return JSONResponse(status_code=503, content={"error": "Database unavailable"})
+
+    return {
+        "total_keywords": total_keywords or 0,
+        "active_keywords": active_keywords or 0,
+        "total_ads": total_ads or 0,
+        "total_users": total_users or 0,
+        "notifications_sent": notifications_sent or 0,
+        "queue_pending": queue_pending or 0,
+        "queue_dead": queue_dead or 0,
+        "queue_failed": queue_failed or 0,
+        "digest_buffered": digest_buffered or 0,
+        "last_scheduler_run": last_scheduler["scraped_at"].isoformat() if last_scheduler else None,
+    }

worker/tests/conftest.py

@@ -0,0 +1,84 @@
+"""Shared pytest fixtures for the willhaben-tracker test suite."""
+
+from datetime import datetime, timezone
+from unittest.mock import AsyncMock, MagicMock
+
+import pytest
+
+
+def pytest_configure(config):
+    """Enable asyncio auto mode for all async tests."""
+    config.addinivalue_line("markers", "asyncio: mark test as async")
+
+
+@pytest.fixture
+def mock_pool():
+    """Mock asyncpg.Pool with fetch/fetchrow/execute/fetchval methods."""
+    pool = MagicMock()
+    pool.fetch = AsyncMock(return_value=[])
+    pool.fetchrow = AsyncMock(return_value=None)
+    pool.execute = AsyncMock(return_value=None)
+    pool.fetchval = AsyncMock(return_value=None)
+    return pool
+
+
+@pytest.fixture
+def mock_bot():
+    """Mock ExtBot with send_message/send_photo methods."""
+    bot = MagicMock()
+    bot.send_message = AsyncMock(return_value=MagicMock(message_id=123))
+    bot.send_photo = AsyncMock(return_value=MagicMock(message_id=123))
+    return bot
+
+
+@pytest.fixture
+def sample_ad_data():
+    """Sample willhaben ad JSON dict matching the API response format."""
+    return {
+        "id": "12345678",
+        "description": "A used bicycle",
+        "attributes": {
+            "attribute": [
+                {"name": "HEADING", "values": ["Mountain Bike 2024"]},
+                {"name": "PRICE/AMOUNT", "values": ["250"]},
+                {"name": "LOCATION", "values": ["Vienna"]},
+                {"name": "POSTCODE", "values": ["1010"]},
+                {"name": "SEO_URL", "values": ["mountain-bike-2024/12345678"]},
+                {"name": "PUBLISHED_String", "values": ["2024-01-15T10:30:00Z"]},
+                {"name": "CHANGED_String", "values": ["2024-01-15T12:00:00Z"]},
+            ]
+        },
+        "advertImageList": {
+            "advertImage": [
+                {"referenceImageUrl": "https://img.willhaben.at/img123.jpg"}
+            ]
+        },
+    }
+
+
+@pytest.fixture
+def sample_fields():
+    """Sample extracted ad fields dict as returned by extract_ad_fields()."""
+    return {
+        "wh_ad_id": "12345678",
+        "title": "Mountain Bike 2024",
+        "price": 250.0,
+        "location": "Vienna",
+        "url": "https://www.willhaben.at/iad/mountain-bike-2024/12345678",
+        "published_at": datetime(2024, 1, 15, 10, 30, 0, tzinfo=timezone.utc),
+        "main_image_url": "https://img.willhaben.at/img123.jpg",
+        "postcode": "1010",
+        "modified_at": datetime(2024, 1, 15, 12, 0, 0, tzinfo=timezone.utc),
+    }
+
+
+@pytest.fixture
+def sample_kw_row():
+    """Sample keyword row dict with filter settings."""
+    return {
+        "id": "kw-uuid-123",
+        "keyword": "bike",
+        "price_min": None,
+        "price_max": None,
+        "allowed_postcodes": None,
+    }

worker/tests/test_filters.py

@@ -0,0 +1,92 @@
+"""Tests for _ad_passes_filters from main.py."""
+
+from main import _ad_passes_filters
+
+
+class TestAdPassesFilters:
+    """Test the _ad_passes_filters function."""
+
+    def test_no_filters_passes(self, sample_fields, sample_kw_row):
+        """Ad with no filters should always pass."""
+        assert _ad_passes_filters(sample_fields, sample_kw_row) is True
+
+    def test_price_below_min_fails(self, sample_fields, sample_kw_row):
+        """Ad price below price_min should fail."""
+        kw = {**sample_kw_row, "price_min": 30000}  # 300.00 EUR in cents
+        # sample_fields price is 250.00 EUR = 25000 cents
+        assert _ad_passes_filters(sample_fields, kw) is False
+
+    def test_price_above_max_fails(self, sample_fields, sample_kw_row):
+        """Ad price above price_max should fail."""
+        kw = {**sample_kw_row, "price_max": 20000}  # 200.00 EUR in cents
+        # sample_fields price is 250.00 EUR = 25000 cents
+        assert _ad_passes_filters(sample_fields, kw) is False
+
+    def test_price_in_range_passes(self, sample_fields, sample_kw_row):
+        """Ad price within min/max range should pass."""
+        kw = {**sample_kw_row, "price_min": 10000, "price_max": 50000}
+        # sample_fields price is 250.00 EUR = 25000 cents
+        assert _ad_passes_filters(sample_fields, kw) is True
+
+    def test_price_at_min_boundary_passes(self, sample_fields, sample_kw_row):
+        """Ad price exactly at price_min should pass."""
+        kw = {**sample_kw_row, "price_min": 25000}
+        assert _ad_passes_filters(sample_fields, kw) is True
+
+    def test_price_at_max_boundary_passes(self, sample_fields, sample_kw_row):
+        """Ad price exactly at price_max should pass."""
+        kw = {**sample_kw_row, "price_max": 25000}
+        assert _ad_passes_filters(sample_fields, kw) is True
+
+    def test_postcode_not_in_allowed_list_fails(self, sample_fields, sample_kw_row):
+        """Ad postcode not in allowed_postcodes should fail."""
+        kw = {**sample_kw_row, "allowed_postcodes": ["1020", "1030"]}
+        # sample_fields postcode is "1010"
+        assert _ad_passes_filters(sample_fields, kw) is False
+
+    def test_postcode_in_allowed_list_passes(self, sample_fields, sample_kw_row):
+        """Ad postcode in allowed_postcodes should pass."""
+        kw = {**sample_kw_row, "allowed_postcodes": ["1010", "1020"]}
+        assert _ad_passes_filters(sample_fields, kw) is True
+
+    def test_no_postcode_with_filter_active_fails(self, sample_fields, sample_kw_row):
+        """Ad with no postcode when filter is active should fail."""
+        fields = {**sample_fields, "postcode": None}
+        kw = {**sample_kw_row, "allowed_postcodes": ["1010", "1020"]}
+        assert _ad_passes_filters(fields, kw) is False
+
+    def test_combined_price_and_postcode_filters_pass(self, sample_fields, sample_kw_row):
+        """Ad passing both price and postcode filters should pass."""
+        kw = {
+            **sample_kw_row,
+            "price_min": 10000,
+            "price_max": 50000,
+            "allowed_postcodes": ["1010", "1020"],
+        }
+        assert _ad_passes_filters(sample_fields, kw) is True
+
+    def test_combined_price_passes_postcode_fails(self, sample_fields, sample_kw_row):
+        """Ad passing price but failing postcode should fail."""
+        kw = {
+            **sample_kw_row,
+            "price_min": 10000,
+            "price_max": 50000,
+            "allowed_postcodes": ["1020", "1030"],
+        }
+        assert _ad_passes_filters(sample_fields, kw) is False
+
+    def test_combined_price_fails_postcode_passes(self, sample_fields, sample_kw_row):
+        """Ad failing price but passing postcode should fail."""
+        kw = {
+            **sample_kw_row,
+            "price_min": 30000,
+            "price_max": 50000,
+            "allowed_postcodes": ["1010", "1020"],
+        }
+        assert _ad_passes_filters(sample_fields, kw) is False
+
+    def test_no_price_with_price_filter(self, sample_fields, sample_kw_row):
+        """Ad with no price should pass price filters (price is None)."""
+        fields = {**sample_fields, "price": None}
+        kw = {**sample_kw_row, "price_min": 10000, "price_max": 50000}
+        assert _ad_passes_filters(fields, kw) is True

worker/tests/test_health.py

@@ -0,0 +1,29 @@
+"""Tests for health module."""
+
+from health import create_health_app
+
+
+class TestHealthModule:
+    """Basic import and app creation tests for the health module."""
+
+    def test_health_module_import(self):
+        """Health module should be importable."""
+        import health
+        assert health is not None
+
+    def test_create_health_app_returns_app(self):
+        """create_health_app should return an aiohttp web.Application."""
+        app = create_health_app()
+        assert app is not None
+        assert hasattr(app, "router")
+
+    def test_health_app_has_routes(self):
+        """Health app should have /health and /stats routes."""
+        app = create_health_app()
+        # Collect route info from the router
+        routes_info = []
+        for route in app.router.routes():
+            routes_info.append(repr(route))
+        routes_str = " ".join(routes_info)
+        assert "/health" in routes_str
+        assert "/stats" in routes_str

worker/tests/test_notifier.py

@@ -0,0 +1,181 @@
+"""Tests for notifier module functions."""
+
+from datetime import datetime, time, timezone
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from notifier import (
+    _format_text,
+    _build_keyboard,
+    is_user_muted,
+    buffer_for_digest,
+)
+
+
+class TestIsUserMuted:
+    """Test the is_user_muted async function."""
+
+    @pytest.mark.asyncio
+    async def test_no_settings_not_muted(self, mock_pool):
+        """User with no settings should not be muted."""
+        mock_pool.fetchrow.return_value = None
+        result = await is_user_muted(mock_pool, 12345)
+        assert result is False
+
+    @pytest.mark.asyncio
+    async def test_no_mute_hours_not_muted(self, mock_pool):
+        """User with settings but no mute hours should not be muted."""
+        mock_pool.fetchrow.return_value = {"mute_start": None, "mute_end": None}
+        result = await is_user_muted(mock_pool, 12345)
+        assert result is False
+
+    @pytest.mark.asyncio
+    async def test_normal_window_muted(self, mock_pool):
+        """User should be muted when current time is within normal window."""
+        mock_pool.fetchrow.return_value = {
+            "mute_start": time(8, 0),
+            "mute_end": time(12, 0),
+        }
+        fake_dt = datetime(2024, 1, 15, 10, 0, 0, tzinfo=timezone.utc)
+        mock_dt = MagicMock()
+        mock_dt.now.return_value = fake_dt
+        with patch("notifier.datetime", mock_dt):
+            result = await is_user_muted(mock_pool, 12345)
+        assert result is True
+
+    @pytest.mark.asyncio
+    async def test_normal_window_not_muted(self, mock_pool):
+        """User should not be muted when current time is outside normal window."""
+        mock_pool.fetchrow.return_value = {
+            "mute_start": time(8, 0),
+            "mute_end": time(12, 0),
+        }
+        fake_dt = datetime(2024, 1, 15, 14, 0, 0, tzinfo=timezone.utc)
+        mock_dt = MagicMock()
+        mock_dt.now.return_value = fake_dt
+        with patch("notifier.datetime", mock_dt):
+            result = await is_user_muted(mock_pool, 12345)
+        assert result is False
+
+    @pytest.mark.asyncio
+    async def test_cross_midnight_window_muted_after_start(self, mock_pool):
+        """User should be muted when time is after start of cross-midnight window."""
+        mock_pool.fetchrow.return_value = {
+            "mute_start": time(22, 0),
+            "mute_end": time(6, 0),
+        }
+        fake_dt = datetime(2024, 1, 15, 23, 0, 0, tzinfo=timezone.utc)
+        mock_dt = MagicMock()
+        mock_dt.now.return_value = fake_dt
+        with patch("notifier.datetime", mock_dt):
+            result = await is_user_muted(mock_pool, 12345)
+        assert result is True
+
+    @pytest.mark.asyncio
+    async def test_cross_midnight_window_muted_before_end(self, mock_pool):
+        """User should be muted when time is before end of cross-midnight window."""
+        mock_pool.fetchrow.return_value = {
+            "mute_start": time(22, 0),
+            "mute_end": time(6, 0),
+        }
+        fake_dt = datetime(2024, 1, 15, 3, 0, 0, tzinfo=timezone.utc)
+        mock_dt = MagicMock()
+        mock_dt.now.return_value = fake_dt
+        with patch("notifier.datetime", mock_dt):
+            result = await is_user_muted(mock_pool, 12345)
+        assert result is True
+
+    @pytest.mark.asyncio
+    async def test_cross_midnight_window_not_muted(self, mock_pool):
+        """User should not be muted when time is outside cross-midnight window."""
+        mock_pool.fetchrow.return_value = {
+            "mute_start": time(22, 0),
+            "mute_end": time(6, 0),
+        }
+        fake_dt = datetime(2024, 1, 15, 12, 0, 0, tzinfo=timezone.utc)
+        mock_dt = MagicMock()
+        mock_dt.now.return_value = fake_dt
+        with patch("notifier.datetime", mock_dt):
+            result = await is_user_muted(mock_pool, 12345)
+        assert result is False
+
+
+class TestBufferForDigest:
+    """Test the buffer_for_digest async function."""
+
+    @pytest.mark.asyncio
+    async def test_digest_mode_on_buffers(self, mock_pool):
+        """Should buffer notification when digest mode is on."""
+        mock_pool.fetchrow.return_value = {"digest_mode": True}
+        ad = {"title": "Test Ad", "price": 100.0, "keyword": "bike", "url": "https://example.com"}
+        await buffer_for_digest(mock_pool, 12345, ad, "ad-uuid-1")
+        mock_pool.execute.assert_called_once()
+
+    @pytest.mark.asyncio
+    async def test_digest_mode_off_does_not_buffer(self, mock_pool):
+        """Should not buffer notification when digest mode is off."""
+        mock_pool.fetchrow.return_value = {"digest_mode": False}
+        ad = {"title": "Test Ad", "price": 100.0, "keyword": "bike", "url": "https://example.com"}
+        await buffer_for_digest(mock_pool, 12345, ad, "ad-uuid-1")
+        mock_pool.execute.assert_not_called()
+
+    @pytest.mark.asyncio
+    async def test_no_settings_does_not_buffer(self, mock_pool):
+        """Should not buffer when user has no settings."""
+        mock_pool.fetchrow.return_value = None
+        ad = {"title": "Test Ad", "price": 100.0, "keyword": "bike", "url": "https://example.com"}
+        await buffer_for_digest(mock_pool, 12345, ad, "ad-uuid-1")
+        mock_pool.execute.assert_not_called()
+
+
+class TestFormatText:
+    """Test the _format_text function."""
+
+    def test_basic_format(self, sample_fields):
+        """Should produce expected output with basic fields."""
+        text = _format_text("🆕 New listing found!", sample_fields)
+        assert "🆕 New listing found!" in text
+        assert "Mountain Bike 2024" in text
+        assert "250" in text
+        assert "Vienna" in text
+        assert "1010" in text
+
+    def test_format_with_no_price(self):
+        """Should handle missing price gracefully."""
+        ad = {"title": "Free Item", "location": "Graz"}
+        text = _format_text("Header", ad)
+        assert "N/A" in text
+
+    def test_format_with_no_location(self):
+        """Should handle missing location gracefully."""
+        ad = {"title": "Item", "price": 50.0}
+        text = _format_text("Header", ad)
+        assert "Item" in text
+        assert "50" in text
+
+    def test_format_with_postcode(self, sample_fields):
+        """Should include postcode when present."""
+        text = _format_text("Header", sample_fields)
+        assert "1010" in text
+
+    def test_format_with_published_at(self, sample_fields):
+        """Should include published date when present."""
+        text = _format_text("Header", sample_fields)
+        assert "15.01.2024" in text
+
+
+class TestBuildKeyboard:
+    """Test the _build_keyboard function."""
+
+    def test_with_url(self, sample_fields):
+        """Should create keyboard with URL button when URL is present."""
+        keyboard = _build_keyboard(sample_fields)
+        assert keyboard is not None
+        assert len(keyboard.inline_keyboard) == 1
+        assert "View Ad" in keyboard.inline_keyboard[0][0].text
+
+    def test_without_url(self):
+        """Should create keyboard with no buttons when URL is missing."""
+        keyboard = _build_keyboard({"title": "No URL Ad"})
+        assert keyboard is None

worker/tests/test_scraper.py

@@ -0,0 +1,149 @@
+"""Tests for scraper module functions."""
+
+from datetime import datetime, timezone
+
+from scraper import extract_ad_fields
+
+
+class TestExtractAdFields:
+    """Test the extract_ad_fields function."""
+
+    def test_full_extraction(self, sample_ad_data):
+        """Should extract all fields from a complete ad."""
+        fields = extract_ad_fields(sample_ad_data)
+
+        assert fields["wh_ad_id"] == "12345678"
+        assert fields["title"] == "Mountain Bike 2024"
+        assert fields["price"] == 250.0
+        assert fields["location"] == "Vienna"
+        assert fields["url"] == "https://www.willhaben.at/iad/mountain-bike-2024/12345678"
+        assert fields["postcode"] == "1010"
+        assert fields["main_image_url"] == "https://img.willhaben.at/img123.jpg"
+        assert isinstance(fields["published_at"], datetime)
+        assert isinstance(fields["modified_at"], datetime)
+
+    def test_published_at_is_utc(self, sample_ad_data):
+        """Published_at should be parsed as UTC."""
+        fields = extract_ad_fields(sample_ad_data)
+        assert fields["published_at"].tzinfo == timezone.utc
+        assert fields["published_at"].hour == 10
+        assert fields["published_at"].minute == 30
+
+    def test_modified_at_is_utc(self, sample_ad_data):
+        """Modified_at should be parsed as UTC."""
+        fields = extract_ad_fields(sample_ad_data)
+        assert fields["modified_at"].tzinfo == timezone.utc
+        assert fields["modified_at"].hour == 12
+
+    def test_missing_price(self):
+        """Should handle ads without a price attribute."""
+        ad_data = {
+            "id": "999",
+            "description": "Free item",
+            "attributes": {
+                "attribute": [
+                    {"name": "HEADING", "values": ["Free Item"]},
+                    {"name": "LOCATION", "values": ["Graz"]},
+                ]
+            },
+        }
+        fields = extract_ad_fields(ad_data)
+        assert fields["price"] is None
+        assert fields["title"] == "Free Item"
+
+    def test_missing_heading_falls_back_to_description(self):
+        """Should fall back to description when HEADING is missing."""
+        ad_data = {
+            "id": "888",
+            "description": "Fallback description",
+            "attributes": {"attribute": []},
+        }
+        fields = extract_ad_fields(ad_data)
+        assert fields["title"] == "Fallback description"
+
+    def test_missing_attributes(self):
+        """Should handle ads with no attributes at all."""
+        ad_data = {"id": "777", "description": "Minimal ad"}
+        fields = extract_ad_fields(ad_data)
+        assert fields["wh_ad_id"] == "777"
+        assert fields["title"] == "Minimal ad"
+        assert fields["price"] is None
+        assert fields["location"] is None
+
+    def test_price_with_comma_separator(self):
+        """Should parse prices with comma (comma is stripped, so '1.299,50' → 1.2995)."""
+        ad_data = {
+            "id": "666",
+            "attributes": {
+                "attribute": [
+                    {"name": "PRICE/AMOUNT", "values": ["1.299,50"]},
+                ]
+            },
+        }
+        fields = extract_ad_fields(ad_data)
+        # The parser strips commas only: "1.299,50" → "1.2995" → 1.2995
+        assert fields["price"] == 1.2995
+
+    def test_missing_image(self):
+        """Should handle ads without images."""
+        ad_data = {
+            "id": "555",
+            "attributes": {
+                "attribute": [
+                    {"name": "HEADING", "values": ["No Image"]},
+                ]
+            },
+        }
+        fields = extract_ad_fields(ad_data)
+        assert fields["main_image_url"] is None
+
+    def test_empty_image_list(self):
+        """Should handle ads with empty image list."""
+        ad_data = {
+            "id": "444",
+            "attributes": {"attribute": []},
+            "advertImageList": {"advertImage": []},
+        }
+        fields = extract_ad_fields(ad_data)
+        assert fields["main_image_url"] is None
+
+    def test_missing_seo_url(self):
+        """Should handle ads without SEO_URL."""
+        ad_data = {
+            "id": "333",
+            "attributes": {
+                "attribute": [
+                    {"name": "HEADING", "values": ["No SEO"]},
+                ]
+            },
+        }
+        fields = extract_ad_fields(ad_data)
+        assert fields["url"] is None
+
+    def test_invalid_price_format(self):
+        """Should handle invalid price values gracefully."""
+        ad_data = {
+            "id": "222",
+            "attributes": {
+                "attribute": [
+                    {"name": "PRICE/AMOUNT", "values": ["not a number"]},
+                ]
+            },
+        }
+        fields = extract_ad_fields(ad_data)
+        assert fields["price"] is None
+
+    def test_invalid_date_format(self):
+        """Should handle invalid date values gracefully."""
+        ad_data = {
+            "id": "111",
+            "attributes": {
+                "attribute": [
+                    {"name": "PUBLISHED_String", "values": ["not-a-date"]},
+                    {"name": "CHANGED_String", "values": ["also-not-a-date"]},
+                ]
+            },
+        }
+        fields = extract_ad_fields(ad_data)
+        assert fields["published_at"] is None
+        assert fields["modified_at"] is None