Add Google Jobs & HospitalRecruiting adapters; LinkedIn Volunteer filter; aaoinfo fixes

- Add googlejobs adapter (scroll-based extraction) and manifest
- Add hospitalrecruiting adapter (JS extraction) and manifest
- Fix googlejobs job URL: use shareUrl directly to preserve #fpstate=tldetail fragment
- Add exclude_title_keywords post-filter support (manifest + orchestrator)
- LinkedIn: exclude "volunteer" titles via exclude_title_keywords
- aaoinfo: exclude Preferred listings via :not(:has(.label-preferred)) selector
- aaoinfo: sort=start_ (descending = newest first)
- Telegram: multi-chat support, HTML escaping fixes, chunk splitting
- Various adapter, notifier, and CLI improvements

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

.env.example

@@ -5,6 +5,10 @@ KAKAO_ACCESS_TOKEN=
 KAKAO_REFRESH_TOKEN=
 KAKAO_USE_SELF_MEMO=true
 
+# Telegram (comma-separated chat IDs for multiple recipients)
+TELEGRAM_BOT_TOKEN=
+TELEGRAM_CHAT_ID=
+
 # Ollama
 OLLAMA_BASE_URL=http://127.0.0.1:11434
 

gimme_job/adapters/aaoinfo.py

@@ -12,14 +12,11 @@ from gimme_job.models.dto import JobPostingCandidate, RawJobCard
 class AAOInfoAdapter(ManifestDrivenAdapter):
     _BASE_URL = "https://careers.aaoinfo.org"
 
-    def _wait_for_results(self, page) -> None:
+    def collect_cards(self, page, manifest):
         try:
             page.wait_for_selector("div.job-tile", timeout=15000, state="attached")
         except Exception:
             logger.debug("[aaoinfo] Results wait timed out — may be zero results")
-
-    def collect_cards(self, page, manifest):
-        self._wait_for_results(page)
         return super().collect_cards(page, manifest)
 
     def paginate(self, page, page_index: int, config) -> bool:
@@ -29,10 +26,16 @@ class AAOInfoAdapter(ManifestDrivenAdapter):
 
         next_page = page_index + 2
 
+        # Capture current first job URL to detect when content actually changes
+        try:
+            first_tile = page.query_selector("div.job-tile .job-title a")
+            current_first_url = first_tile.get_attribute("href") if first_tile else None
+        except Exception:
+            current_first_url = None
+
         # Try clicking the specific page number button
         next_btn = page.query_selector(f"#page-item-{next_page} a")
         if not next_btn:
-            # Fall back to the last non-active/non-disabled pagination link
             next_btn = page.query_selector(
                 "ul.pagination li.page-item:not(.active):not(.disabled):last-child a"
             )
@@ -44,11 +47,25 @@ class AAOInfoAdapter(ManifestDrivenAdapter):
         logger.debug(f"[aaoinfo] Paginating to page {next_page}")
         next_btn.click()
 
-        # Wait for the new page's active indicator to confirm AJAX completed
+        # Wait for page indicator to become active
         try:
             page.wait_for_selector(f"#page-item-{next_page}.active", timeout=12000)
         except Exception:
-            page.wait_for_timeout(3000)
+            logger.debug(f"[aaoinfo] Page {next_page} did not become active — end of pagination")
+            return False
+
+        # Wait until the content actually changes (first job URL differs from before)
+        if current_first_url:
+            try:
+                page.wait_for_function(
+                    f"""() => {{
+                        const a = document.querySelector('div.job-tile .job-title a');
+                        return a && a.getAttribute('href') !== {repr(current_first_url)};
+                    }}""",
+                    timeout=5000,
+                )
+            except Exception:
+                logger.debug(f"[aaoinfo] Content did not change after pagination to page {next_page}")
 
         return True
 

gimme_job/adapters/base.py

@@ -140,6 +140,7 @@ class ManifestDrivenAdapter:
             company=company,
             location=location,
             url=url,
+            external_job_id=raw.external_job_id,
         )
 
         return JobPostingCandidate(

gimme_job/adapters/googlejobs.py

@@ -0,0 +1,108 @@
+"""Google Jobs adapter — scroll to load more results, JS extraction."""
+from __future__ import annotations
+
+from loguru import logger
+
+from gimme_job.adapters.base import ManifestDrivenAdapter
+from gimme_job.adapters.registry import register
+from gimme_job.models.dto import RawJobCard
+
+_MAX_SCROLLS = 5
+_SCROLL_WAIT_MS = 2000
+_CARD_SELECTOR = 'div[jsname="y1Aese"]'
+
+_EXTRACT_JS = """() => {
+    const cards = document.querySelectorAll('div[jsname="y1Aese"]');
+    return Array.from(cards).map(card => {
+        const shareEl = card.closest('[data-share-url]');
+        const shareUrl = shareEl ? shareEl.getAttribute('data-share-url') : '';
+
+        // Use shareUrl directly — it contains the full fragment (#fpstate=tldetail&htidocid=...)
+        // needed to open the job detail panel in Google Jobs.
+        let jobUrl = shareUrl;
+        let htidocid = '';
+        if (shareUrl) {
+            const docMatch = shareUrl.match(/htidocid=([^&]+)/);
+            if (docMatch) {
+                htidocid = decodeURIComponent(docMatch[1]);
+            }
+        }
+
+        const dateSpan = card.querySelector('span[aria-label^="Posted"]');
+        const salarySpan = card.querySelector('span[aria-label^="Salary"]');
+        const typeSpan = card.querySelector('span[aria-label^="Employment Type"]');
+
+        // Positional extraction: filter aria-hidden and known UI texts, then take by index.
+        // DOM order within a card is always: title → company → location.
+        const UI_TEXTS = new Set(['Share', 'Click to copy link', 'Share link', 'Link copied']);
+        const leafDivs = Array.from(card.querySelectorAll('div')).filter(d =>
+            d.children.length === 0 &&
+            d.getAttribute('aria-hidden') !== 'true' &&
+            d.textContent.trim() &&
+            !UI_TEXTS.has(d.textContent.trim())
+        );
+        const title = leafDivs[0]?.textContent.trim() || '';
+        const company = leafDivs[1]?.textContent.trim() || '';
+        // Location always contains " • via "; fallback to index 2
+        const locationEl = leafDivs.find(d => d.textContent.includes(' \u2022 via ')) || leafDivs[2];
+        const location = locationEl?.textContent.trim() || '';
+
+        return {
+            title,
+            company,
+            location,
+            url: jobUrl,
+            external_job_id: htidocid,
+            posted_text: dateSpan ? dateSpan.getAttribute('aria-label').replace('Posted ', '') : '',
+            salary_text: salarySpan ? salarySpan.getAttribute('aria-label').replace('Salary ', '') : '',
+            employment_type: typeSpan ? typeSpan.getAttribute('aria-label').replace('Employment Type ', '') : '',
+        };
+    });
+}"""
+
+
+@register("googlejobs")
+class GoogleJobsAdapter(ManifestDrivenAdapter):
+
+    def collect_cards(self, page, manifest) -> list[RawJobCard]:
+        """Scroll to load more results, then extract all cards via JS."""
+        self._scroll_to_load(page)
+        return self._extract_cards(page)
+
+    def paginate(self, page, page_index: int, config) -> bool:
+        return False
+
+    def _scroll_to_load(self, page) -> None:
+        for i in range(_MAX_SCROLLS):
+            prev_count = page.evaluate(
+                f"document.querySelectorAll('{_CARD_SELECTOR}').length"
+            )
+            page.evaluate("window.scrollTo(0, document.body.scrollHeight)")
+            page.wait_for_timeout(_SCROLL_WAIT_MS)
+            new_count = page.evaluate(
+                f"document.querySelectorAll('{_CARD_SELECTOR}').length"
+            )
+            logger.debug(f"[googlejobs] Scroll {i+1}: {prev_count} → {new_count} cards")
+            if new_count <= prev_count:
+                logger.debug(f"[googlejobs] No new cards after scroll {i+1} — stopping")
+                break
+
+    def _extract_cards(self, page) -> list[RawJobCard]:
+        data = page.evaluate(_EXTRACT_JS)
+        cards = []
+        for item in data:
+            title = (item.get("title") or "").strip()
+            if not title:
+                continue
+            cards.append(RawJobCard(
+                title=title,
+                company=(item.get("company") or "").strip() or None,
+                location=(item.get("location") or "").strip() or None,
+                url=item.get("url") or None,
+                external_job_id=(item.get("external_job_id") or "").strip() or None,
+                posted_text=(item.get("posted_text") or "").strip() or None,
+                salary_text=(item.get("salary_text") or "").strip() or None,
+                employment_type=(item.get("employment_type") or "").strip() or None,
+            ))
+        logger.debug(f"[googlejobs] Extracted {len(cards)} cards")
+        return cards

gimme_job/adapters/hospitalrecruiting.py

@@ -0,0 +1,77 @@
+"""HospitalRecruiting adapter — JS extraction from job cards."""
+from __future__ import annotations
+
+import re
+
+from loguru import logger
+
+from gimme_job.adapters.base import ManifestDrivenAdapter
+from gimme_job.adapters.registry import register
+from gimme_job.models.dto import JobPostingCandidate, RawJobCard
+
+_BASE_URL = "https://www.hospitalrecruiting.com"
+
+_EXTRACT_JS = """() => {
+    const cards = document.querySelectorAll('div:has(> a[href^="/job/"][aria-label])');
+    return Array.from(cards).map(card => {
+        const link = card.querySelector('a[href^="/job/"][aria-label]');
+        const h2 = card.querySelector('h2');
+        const divs = Array.from(card.querySelectorAll(':scope > div'));
+        const companyDiv = divs.find(d => d.textContent.includes('Company:'));
+        const locationDiv = divs.find(d => !d.textContent.includes('Company:') && d.textContent.trim());
+        const href = link ? link.getAttribute('href') : '';
+        const idMatch = href.match(/\\/job\\/(\\d+)\\//);
+        return {
+            title: h2?.textContent?.trim() || link?.getAttribute('aria-label') || '',
+            url: href,
+            company: companyDiv ? companyDiv.textContent.replace('Company:', '').trim() : '',
+            location: locationDiv?.textContent?.trim() || '',
+            external_job_id: idMatch ? idMatch[1] : '',
+        };
+    });
+}"""
+
+
+@register("hospitalrecruiting")
+class HospitalRecruitingAdapter(ManifestDrivenAdapter):
+
+    def collect_cards(self, page, manifest) -> list[RawJobCard]:
+        try:
+            page.wait_for_selector('a[href^="/job/"][aria-label]', timeout=10000)
+        except Exception:
+            logger.debug("[hospitalrecruiting] job link wait timed out")
+        return self._extract_cards(page)
+
+    def paginate(self, page, page_index: int, config) -> bool:
+        return False
+
+    def normalize(self, raw: RawJobCard) -> JobPostingCandidate:
+        # Make URL absolute
+        if raw.url and raw.url.startswith("/"):
+            raw = raw.model_copy(update={"url": _BASE_URL + raw.url})
+
+        # Strip "Specialty - " prefix from location
+        # e.g. "Orthodontist - Roanoke, Virginia" → "Roanoke, Virginia"
+        if raw.location:
+            m = re.match(r'^[^,]+ - (.+)$', raw.location)
+            if m:
+                raw = raw.model_copy(update={"location": m.group(1)})
+
+        return super().normalize(raw)
+
+    def _extract_cards(self, page) -> list[RawJobCard]:
+        data = page.evaluate(_EXTRACT_JS)
+        cards = []
+        for item in data:
+            title = (item.get("title") or "").strip()
+            if not title:
+                continue
+            cards.append(RawJobCard(
+                title=title,
+                company=(item.get("company") or "").strip() or None,
+                location=(item.get("location") or "").strip() or None,
+                url=item.get("url") or None,
+                external_job_id=(item.get("external_job_id") or "").strip() or None,
+            ))
+        logger.debug(f"[hospitalrecruiting] Extracted {len(cards)} cards")
+        return cards

gimme_job/adapters/linkedin.py

@@ -1,4 +1,4 @@
-"""LinkedIn Jobs adapter — scroll to load all cards on first page only."""
+"""LinkedIn Jobs adapter — scroll to load cards, paginate via start= URL param."""
 from __future__ import annotations
 
 from loguru import logger
@@ -45,6 +45,13 @@ class LinkedInAdapter(ManifestDrivenAdapter):
         if raw.url and raw.url.startswith("/"):
             raw = raw.model_copy(update={"url": "https://www.linkedin.com" + raw.url})
 
+        # Extract job ID from URL for stable fingerprinting (immune to text drift)
+        import re as _re
+        if raw.url and not raw.external_job_id:
+            m = _re.search(r"/jobs/view/(\d+)", raw.url)
+            if m:
+                raw = raw.model_copy(update={"external_job_id": m.group(1)})
+
         # Fix duplicated titles caused by LinkedIn's accessibility span
         # e.g. "Orthodontist Orthodontist with verification" → "Orthodontist"
         # e.g. "LOCUM Dentist ... LOCUM Dentist ..." → "LOCUM Dentist ..."
@@ -53,19 +60,49 @@ class LinkedInAdapter(ManifestDrivenAdapter):
 
         return super().normalize(raw)
 
+    def paginate(self, page, page_index: int, config) -> bool:
+        """Navigate to next page by incrementing start= by 25."""
+        if page_index >= config.pagination.max_pages - 1:
+            return False
+
+        import re
+        start = (page_index + 1) * 25
+        current_url = page.url
+        # Replace existing start param or append it
+        if "start=" in current_url:
+            new_url = re.sub(r"start=\d+", f"start={start}", current_url)
+        else:
+            sep = "&" if "?" in current_url else "?"
+            new_url = current_url + sep + f"start={start}"
+
+        logger.info(f"[linkedin] Page {page_index + 2}: start={start}")
+        page.goto(new_url, timeout=30000)
+        try:
+            page.wait_for_selector(
+                "li[data-occludable-job-id]", timeout=15000, state="attached"
+            )
+        except Exception:
+            logger.debug("[linkedin] Wait selector timed out after pagination")
+        return True
+
     @staticmethod
     def _scroll_to_load(page) -> None:
-        """Scroll each card into view one by one so LinkedIn renders all occluded items."""
+        """Scroll cards into view one by one, re-checking count as LinkedIn lazy-loads more."""
         try:
+            scrolled = 0
+            max_cards = 30  # LinkedIn shows 25 per page; cap with margin
+            while scrolled < max_cards:
                 count = page.evaluate(
                     "document.querySelectorAll('li[data-occludable-job-id]').length"
                 )
-            for i in range(count):
+                if scrolled >= count:
+                    break
                 page.evaluate(f"""() => {{
                     const cards = document.querySelectorAll('li[data-occludable-job-id]');
-                    if (cards[{i}]) cards[{i}].scrollIntoView({{behavior: 'instant', block: 'center'}});
+                    if (cards[{scrolled}]) cards[{scrolled}].scrollIntoView({{behavior: 'instant', block: 'center'}});
                 }}""")
-                page.wait_for_timeout(120)
-            logger.debug(f"[linkedin] Scrolled through {count} cards")
+                page.wait_for_timeout(200)
+                scrolled += 1
+            logger.debug(f"[linkedin] Scrolled through {scrolled} cards")
         except Exception as e:
             logger.debug(f"[linkedin] scroll_to_load failed: {e}")

gimme_job/cli.py

@@ -191,15 +191,13 @@ def login() -> None:
 # ── run ───────────────────────────────────────────────────────────────────────
 
 
-@app.command()
-def run(
-    site: Optional[str] = typer.Option(None, "--site", help="Run a single site only"),
-    dry_run: bool = typer.Option(False, "--dry-run", help="Extract but do not save or notify"),
-    skip_notify: bool = typer.Option(False, "--skip-notify", help="Skip Telegram notification"),
-    today_only: bool = typer.Option(False, "--today-only", help="Only process today's new items"),
-    limit_sites: Optional[int] = typer.Option(None, "--limit-sites", help="Max sites to run"),
+def _execute_run(
+    site: Optional[str] = None,
+    dry_run: bool = False,
+    skip_notify: bool = False,
+    limit_sites: Optional[int] = None,
 ) -> None:
-    """Collect job postings from all enabled sites."""
+    """Core run logic shared by `run` and `auto`."""
     from gimme_job.config import load_global_config
     from gimme_job.db.engine import get_engine, get_session_factory
     from gimme_job.runtime.orchestrator import RunOrchestrator
@@ -216,7 +214,6 @@ def run(
         limit_sites=limit_sites,
     )
 
-    # Print summary table
     table = Table(title="Run Summary", show_header=True)
     table.add_column("Site", style="cyan")
     table.add_column("Status")
@@ -240,8 +237,56 @@ def run(
     console.print(table)
     console.print(f"\nTotal: [bold]{summary.total_found}[/bold] found, [bold green]{summary.total_new}[/bold green] new")
 
-    if summary.summary_text:
-        console.print("\n[bold]Summary sent.[/bold]")
+
+@app.command()
+def run(
+    site: Optional[str] = typer.Option(None, "--site", help="Run a single site only"),
+    dry_run: bool = typer.Option(False, "--dry-run", help="Extract but do not save or notify"),
+    skip_notify: bool = typer.Option(False, "--skip-notify", help="Skip Telegram notification"),
+    today_only: bool = typer.Option(False, "--today-only", help="Only process today's new items"),
+    limit_sites: Optional[int] = typer.Option(None, "--limit-sites", help="Max sites to run"),
+) -> None:
+    """Collect job postings from all enabled sites."""
+    _execute_run(site=site, dry_run=dry_run, skip_notify=skip_notify, limit_sites=limit_sites)
+
+
+# ── auto ──────────────────────────────────────────────────────────────────────
+
+
+@app.command()
+def auto(
+    hour: float = typer.Option(1.0, "--hour", help="Interval in hours between each run (default: 1)"),
+    site: Optional[str] = typer.Option(None, "--site", help="Run a single site only"),
+    skip_notify: bool = typer.Option(False, "--skip-notify", help="Skip Telegram notification"),
+) -> None:
+    """Run automatically at a fixed interval (default: every 1 hour)."""
+    import time
+    from datetime import datetime, timedelta
+
+    interval_secs = int(hour * 3600)
+    run_count = 0
+
+    console.print(Panel(f"[bold cyan]gimme-job auto — every {hour}h[/bold cyan]", expand=False))
+    console.print(f"Interval: [bold]{hour}h[/bold]. Press Ctrl+C to stop.\n")
+
+    try:
+        while True:
+            run_count += 1
+            console.print(
+                f"[cyan]── Run #{run_count}  {datetime.now().strftime('%Y-%m-%d %H:%M:%S')} ──[/cyan]"
+            )
+            try:
+                _execute_run(site=site, skip_notify=skip_notify)
+            except Exception as e:
+                console.print(f"[red]Run #{run_count} failed: {e}[/red]")
+
+            next_run = datetime.now() + timedelta(seconds=interval_secs)
+            console.print(
+                f"\n[dim]Next run at {next_run.strftime('%H:%M:%S')}. Ctrl+C to stop.[/dim]"
+            )
+            time.sleep(interval_secs)
+    except KeyboardInterrupt:
+        console.print("\n[yellow]Auto mode stopped.[/yellow]")
 
 
 # ── learn ─────────────────────────────────────────────────────────────────────

gimme_job/db/repo.py

@@ -70,14 +70,11 @@ class JobPostingRepo:
         session.flush()
         return len(candidates), new_count
 
-    def get_today_new(self, session: Session, run_date: date) -> list[JobPosting]:
-        return list(
-            session.execute(
-                select(JobPosting)
-                .where(JobPosting.run_date == run_date, JobPosting.is_new == True)
-                .order_by(JobPosting.site_id, JobPosting.first_seen_at)
-            ).scalars().all()
-        )
+    def get_today_new(self, session: Session, run_date: date, since=None) -> list[JobPosting]:
+        q = select(JobPosting).where(JobPosting.run_date == run_date, JobPosting.is_new == True)
+        if since is not None:
+            q = q.where(JobPosting.first_seen_at >= since)
+        return list(session.execute(q.order_by(JobPosting.site_id, JobPosting.first_seen_at)).scalars().all())
 
     def get_by_site(self, session: Session, site_id: str) -> list[JobPosting]:
         return list(

gimme_job/models/manifest.py

@@ -54,6 +54,7 @@ class ExtractConfig(BaseModel):
 class PostFilterConfig(BaseModel):
     include_posted_text: list[str] = Field(default_factory=list)
     include_title_keywords: list[str] = Field(default_factory=list)
+    exclude_title_keywords: list[str] = Field(default_factory=list)
 
 
 class HealthcheckConfig(BaseModel):

gimme_job/runtime/kakao.py

@@ -17,10 +17,12 @@ class KakaoTalkClient:
     def __init__(
         self,
         rest_api_key: Optional[str] = None,
+        client_secret: Optional[str] = None,
         access_token: Optional[str] = None,
         refresh_token: Optional[str] = None,
     ):
         self.rest_api_key = rest_api_key or os.environ.get("KAKAO_REST_API_KEY", "")
+        self.client_secret = client_secret or os.environ.get("KAKAO_CLIENT_SECRET", "")
         self.access_token = access_token or os.environ.get("KAKAO_ACCESS_TOKEN", "")
         self.refresh_token = refresh_token or os.environ.get("KAKAO_REFRESH_TOKEN", "")
 
@@ -93,15 +95,15 @@ class KakaoTalkClient:
     def refresh_access_token(self) -> Optional[str]:
         """Refresh the access token using the refresh token."""
         import httpx
-        response = httpx.post(
-            KAKAO_TOKEN_URL,
         data = {
             "grant_type": "refresh_token",
             "client_id": self.rest_api_key,
             "refresh_token": self.refresh_token,
-            },
-            timeout=15.0,
-        )
+        }
+        if self.client_secret:
+            data["client_secret"] = self.client_secret
+
+        response = httpx.post(KAKAO_TOKEN_URL, data=data, timeout=15.0)
         response.raise_for_status()
         data = response.json()
         new_token = data.get("access_token")

gimme_job/runtime/notifier.py

@@ -14,16 +14,28 @@ if TYPE_CHECKING:
 _TELEGRAM_MAX_LEN = 4000  # leave room for safety margin
 
 
-def build_listing_messages(postings: list["JobPosting"]) -> list[str]:
+def build_listing_messages(postings: list["JobPosting"], run_started_at=None) -> list[str]:
     """Format job postings as Telegram HTML chunks (≤4000 chars each)."""
     from collections import defaultdict
+    from datetime import timezone
 
     by_site: dict[str, list] = defaultdict(list)
     for p in postings:
         by_site[p.site_id].append(p)
 
     total = len(postings)
-    header = f"📋 <b>오늘의 신규 채용 공고 ({total}개)</b>\n"
+    if run_started_at is not None:
+        # Convert UTC to local time for display
+        try:
+            import zoneinfo
+            tz = zoneinfo.ZoneInfo("America/Phoenix")
+            local_dt = run_started_at.replace(tzinfo=timezone.utc).astimezone(tz)
+            dt_str = local_dt.strftime("%Y-%m-%d %H:%M")
+        except Exception:
+            dt_str = run_started_at.strftime("%Y-%m-%d %H:%M")
+        header = f"📋 <b>신규 채용 공고 {total}개</b>  <i>{dt_str}</i>\n"
+    else:
+        header = f"📋 <b>신규 채용 공고 {total}개</b>\n"
 
     chunks: list[str] = []
     current = header

gimme_job/runtime/orchestrator.py

@@ -74,7 +74,7 @@ class RunOrchestrator:
 
         # Summarize and notify
         if not dry_run and not skip_notify and summary.total_new > 0:
-            self._summarize_and_notify(summary, run_date)
+            self._summarize_and_notify(summary, run_date, run_started_at=summary.run_date)
 
         return summary
 
@@ -214,6 +214,7 @@ class RunOrchestrator:
                 manifest.pagination.max_pages,
                 self.cfg.runtime.max_pages_per_site,
             )
+            consecutive_all_known = 0
             for page_idx in range(max_pages):
                 page_cards = adapter.collect_cards(page, manifest)
                 all_cards.extend(page_cards)
@@ -223,7 +224,8 @@ class RunOrchestrator:
                     break  # no results on this page — stop paginating
 
                 # Early stop: if site has existing data and this page's cards are all known,
-                # we've caught up to previously stored content — no need to paginate further.
+                # increment counter. Stop only after 2 consecutive all-known pages to avoid
+                # missing new items that appear after a block of already-seen pages.
                 if site_has_data and page_idx >= 1:
                     try:
                         from gimme_job.db.engine import db_session
@@ -240,11 +242,16 @@ class RunOrchestrator:
                             with db_session() as _s:
                                 known = JobPostingRepo().get_existing_fingerprints(_s, page_fps)
                             if len(known) >= len(page_fps):
+                                consecutive_all_known += 1
                                 logger.info(
                                     f"[{site_id}] Page {page_idx+1}: all {len(page_fps)} items"
-                                    " already in DB — stopping early"
+                                    f" already in DB (consecutive: {consecutive_all_known})"
                                 )
+                                if consecutive_all_known >= 2:
+                                    logger.info(f"[{site_id}] 2 consecutive all-known pages — stopping early")
                                     break
+                            else:
+                                consecutive_all_known = 0
                     except Exception as e:
                         logger.debug(f"[{site_id}] Early stop check failed: {e}")
 
@@ -310,13 +317,25 @@ class RunOrchestrator:
                 f"(keywords: {manifest.post_filters.include_title_keywords})"
             )
 
+        if manifest.post_filters.exclude_title_keywords:
+            exc_kws = [t.lower() for t in manifest.post_filters.exclude_title_keywords]
+            before = len(candidates)
+            candidates = [
+                c for c in candidates
+                if not any(kw in (c.title or "").lower() for kw in exc_kws)
+            ]
+            logger.info(
+                f"[{site_id}] title exclude filter: {len(candidates)}/{before} kept "
+                f"(excluded: {manifest.post_filters.exclude_title_keywords})"
+            )
+
         # Ensure fingerprints and deduplicate within batch
         candidates = ensure_fingerprints(candidates)
         candidates = deduplicate_in_batch(candidates)
 
         return candidates
 
-    def _summarize_and_notify(self, summary: RunSummary, run_date: date) -> None:
+    def _summarize_and_notify(self, summary: RunSummary, run_date: date, run_started_at=None) -> None:
         try:
             from gimme_job.db.engine import db_session
             from gimme_job.db.repo import JobPostingRepo
@@ -324,15 +343,18 @@ class RunOrchestrator:
             from gimme_job.runtime.telegram import TelegramClient
 
             with db_session() as session:
-                postings = JobPostingRepo().get_today_new(session, run_date)
+                postings = JobPostingRepo().get_today_new(session, run_date, since=run_started_at)
                 if not postings:
                     return
-                chunks = build_listing_messages(postings)
+                chunks = build_listing_messages(postings, run_started_at=run_started_at)
 
             client = TelegramClient()
             if client.is_configured():
-                for chunk in chunks:
+                import time as _time
+                for i, chunk in enumerate(chunks):
                     client.send_message(chunk)
+                    if i < len(chunks) - 1:
+                        _time.sleep(1)  # avoid Telegram rate limiting between chunks
 
             dispatcher = NotificationDispatcher(
                 global_config=self.cfg, session_factory=self.session_factory

gimme_job/runtime/telegram.py

@@ -2,12 +2,14 @@
 from __future__ import annotations
 
 import os
+import time
 from typing import Optional
 
 from loguru import logger
 
 TELEGRAM_API_URL = "https://api.telegram.org/bot{token}/sendMessage"
 MAX_TEXT_LENGTH = 4096  # Telegram message limit
+_RETRY_DELAYS = (5, 10)  # seconds between retries (2 retries = 3 total attempts)
 
 
 class TelegramClient:
@@ -17,13 +19,15 @@ class TelegramClient:
         chat_id: Optional[str] = None,
     ):
         self.bot_token = bot_token or os.environ.get("TELEGRAM_BOT_TOKEN", "")
-        self.chat_id = chat_id or os.environ.get("TELEGRAM_CHAT_ID", "")
+        raw_ids = chat_id or os.environ.get("TELEGRAM_CHAT_ID", "")
+        # Support comma-separated multiple chat IDs: "123456789,987654321"
+        self.chat_ids: list[str] = [cid.strip() for cid in raw_ids.split(",") if cid.strip()]
 
     def is_configured(self) -> bool:
-        return bool(self.bot_token and self.chat_id)
+        return bool(self.bot_token and self.chat_ids)
 
     def send_message(self, text: str) -> bool:
-        """Send a message to the configured chat. Returns True on success."""
+        """Send a message to all configured chats. Returns True if all succeeded."""
         if not self.is_configured():
             logger.warning("Telegram not configured (missing BOT_TOKEN or CHAT_ID)")
             return False
@@ -31,23 +35,38 @@ class TelegramClient:
         if len(text) > MAX_TEXT_LENGTH:
             text = text[: MAX_TEXT_LENGTH - 20] + "\n\n[...truncated]"
 
-        try:
         import httpx
+        all_ok = True
+        for chat_id in self.chat_ids:
+            ok = self._send_to(httpx, chat_id, text)
+            if not ok:
+                all_ok = False
+        return all_ok
+
+    def _send_to(self, httpx, chat_id: str, text: str) -> bool:
+        """Send to a single chat ID with retry. Returns True on success."""
+        for attempt, delay in enumerate([0] + list(_RETRY_DELAYS), start=1):
+            if delay:
+                logger.debug(f"Telegram retry {attempt} for {chat_id} in {delay}s...")
+                time.sleep(delay)
+            try:
                 response = httpx.post(
                     TELEGRAM_API_URL.format(token=self.bot_token),
                     json={
-                    "chat_id": self.chat_id,
+                        "chat_id": chat_id,
                         "text": text,
                         "parse_mode": "HTML",
                     },
-                timeout=15.0,
+                    timeout=30.0,
                 )
                 if response.status_code == 200 and response.json().get("ok"):
-                logger.info("Telegram message sent successfully")
+                    logger.info(f"Telegram message sent to {chat_id}")
                     return True
                 else:
-                logger.error(f"Telegram API error: {response.text[:200]}")
-                return False
+                    logger.error(f"Telegram API error for {chat_id}: {response.text[:200]}")
+                    return False  # API errors won't be fixed by retrying
             except Exception as e:
-            logger.error(f"Telegram send failed: {e}")
+                logger.warning(f"Telegram send attempt {attempt} to {chat_id} failed: {e}")
+
+        logger.error(f"Telegram send to {chat_id} failed after all retries")
         return False

gimme_job/utils/hashing.py

@@ -17,14 +17,18 @@ def compute_fingerprint(
     company: str | None,
     location: str | None,
     url: str | None,
+    external_job_id: str | None = None,
 ) -> str:
     """Compute a SHA256 fingerprint for deduplication.
 
-    URL is canonical-ized (query params stripped) if present.
-    Falls back to title+company+location when URL is absent.
+    When external_job_id is provided (e.g. LinkedIn job ID, Google htidocid),
+    use site_id + external_job_id only — immune to title/location text drift.
+    Otherwise fall back to title+company+location+canonical_url.
     """
+    if external_job_id:
+        parts = [normalize_for_fingerprint(site_id), external_job_id.strip()]
+    else:
         canonical_url = _canonical_url(url) if url else ""
-
         parts = [
             normalize_for_fingerprint(site_id),
             normalize_for_fingerprint(title),

sites/aaoinfo.yaml

@@ -6,7 +6,7 @@ identity:
   label: AAO Career Center
   category: aggregator
   base_url: https://careers.aaoinfo.org
-  start_url_template: "https://careers.aaoinfo.org/jobs/"
+  start_url_template: "https://careers.aaoinfo.org/jobs/view/associate-orthodontist/?sort=start_"
 
 browser:
   profile_mode: persistent_chrome_profile
@@ -27,7 +27,7 @@ pagination:
 
 extract:
   container_selectors:
-    - "div.job-tile:not(.job-mo)"
+    - "div.job-tile:not(.job-mo):not(:has(.label-preferred))"
   fields:
     title:
       text:

sites/docshealth.yaml

@@ -52,6 +52,8 @@ extract:
 
 post_filters:
   include_posted_text: []
+  include_title_keywords:
+    - orthodontist
 
 healthcheck:
   min_items_expected: 0

sites/googlejobs.yaml

@@ -0,0 +1,41 @@
+site_id: googlejobs
+enabled: true
+repair_needed: false
+
+identity:
+  label: Google Jobs
+  category: aggregator
+  base_url: https://www.google.com
+  start_url_template: "https://www.google.com/search?q=orthodontist+job&udm=8"
+
+browser:
+  profile_mode: persistent_chrome_profile
+  profile_name: JobAgent
+  headed_on_learn: true
+  headless_on_run: true
+
+search:
+  keyword_mode: url_param
+  result_list_wait_selector: "div[jsname='y1Aese']"
+
+pagination:
+  mode: none
+  max_pages: 1
+
+extract:
+  container_selectors: []
+  fields: {}
+
+post_filters:
+  include_title_keywords:
+    - orthodontist
+
+healthcheck:
+  min_items_expected: 0
+  required_fields:
+    - title
+  fail_if_zero_when_known_active: false
+
+learn:
+  last_learned_at: null
+  source_url: null

sites/hospitalrecruiting.yaml

@@ -0,0 +1,46 @@
+site_id: hospitalrecruiting
+enabled: true
+repair_needed: false
+
+identity:
+  label: HospitalRecruiting
+  category: aggregator
+  base_url: https://www.hospitalrecruiting.com
+  start_url_template: "https://www.hospitalrecruiting.com/jobs/Orthodontist-Jobs/"
+
+browser:
+  profile_mode: persistent_chrome_profile
+  profile_name: JobAgent
+  headed_on_learn: true
+  headless_on_run: true
+
+search:
+  keyword_mode: none
+  location_mode: none
+  sort_mode: none
+  date_mode: none
+  result_list_wait_selector: "a[href^='/job/'][aria-label]"
+
+pagination:
+  mode: none
+  max_pages: 1
+
+extract:
+  container_selectors: []
+  fields: {}
+
+post_filters:
+  include_posted_text: []
+  include_title_keywords:
+    - orthodontist
+    - orthodontic
+
+healthcheck:
+  min_items_expected: 0
+  required_fields:
+    - title
+  fail_if_zero_when_known_active: false
+
+learn:
+  last_learned_at: null
+  source_url: null

sites/hrsa.yaml

@@ -23,7 +23,10 @@ search:
 
 search_override:
   keywords:
+    - orthodontist
+    - orthodontic
     - dentist
+  multi_keyword_mode: separate
 
 pagination:
   mode: none
@@ -38,6 +41,10 @@ extract:
 
 post_filters:
   include_posted_text: []
+  include_title_keywords:
+    - orthodontist
+    - orthodontic
+    - dentist
 
 healthcheck:
   min_items_expected: 0

sites/linkedin.yaml

@@ -6,7 +6,7 @@ identity:
   label: LinkedIn Jobs
   category: aggregator
   base_url: https://www.linkedin.com
-  start_url_template: "https://www.linkedin.com/jobs/search/?keywords={keywords_urlencoded}&geoId=103644278&origin=JOB_SEARCH_PAGE_LOCATION_AUTOCOMPLETE"
+  start_url_template: "https://www.linkedin.com/jobs/search/?keywords=%22orthodontist%22&geoId=103644278&origin=JOB_SEARCH_PAGE_LOCATION_AUTOCOMPLETE"
 
 browser:
   profile_mode: persistent_chrome_profile
@@ -22,8 +22,8 @@ search:
   result_list_wait_selector: "li[data-occludable-job-id]"
 
 pagination:
-  mode: none
-  max_pages: 1
+  mode: url_increment
+  max_pages: 3
 
 extract:
   container_selectors:
@@ -44,7 +44,10 @@ extract:
         name: href
 
 post_filters:
-  include_posted_text: []
+  include_title_keywords:
+    - orthodontist
+  exclude_title_keywords:
+    - volunteer
 
 healthcheck:
   min_items_expected: 0

sites/pdshealth.yaml

@@ -45,6 +45,8 @@ extract:
 
 post_filters:
   include_posted_text: []
+  include_title_keywords:
+    - orthodontist
 
 healthcheck:
   min_items_expected: 0

sites/saltdental.yaml

@@ -45,6 +45,8 @@ extract:
 
 post_filters:
   include_posted_text: []
+  include_title_keywords:
+    - orthodontist
 
 healthcheck:
   min_items_expected: 0

sites/southernortho.yaml

@@ -45,6 +45,8 @@ extract:
 
 post_filters:
   include_posted_text: []
+  include_title_keywords:
+    - orthodontist
 
 healthcheck:
   min_items_expected: 0