ssh carl "cat /opt/ghc20/backend/app/services/blog_generator.py" 2>&1 | head -60


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
"""
Blog Post Generator Service

Uses AI (Claude or local LLM) to generate engaging blog content from deal data.
"""
import asyncio
import httpx
import logging
import re
from typing import List, Dict, Optional
from datetime import datetime
from app.utils.affiliate_converter import AffiliateConverter
from app.services.image_collage import ImageCollageGenerator
from app.core.config import settings

logger = logging.getLogger(__name__)

class BlogPostGenerator:
    """Generate blog posts using AI based on deal data"""

    def __init__(
        self,
        llm_endpoint: Optional[str] = None,
        anthropic_api_key: Optional[str] = None,
        google_api_key: Optional[str] = None,
        affiliate_tag: Optional[str] = None,
    ):
        """
        Initialize blog post generator.

        Args:
            llm_endpoint: Optional local LLM endpoint (e.g., "http://localhost:9069/upstream/qwen2.5-7b-instruct/")
            anthropic_api_key: Optional Anthropic API key for Claude
            google_api_key: Optional Google API key for Gemini
            affiliate_tag: Optional Amazon affiliate tag (defaults to settings.AMAZON_AFFILIATE_TAG)
        """
        self.llm_endpoint = (llm_endpoint or "http://fred:9069").rstrip('/')
        self.anthropic_api_key = anthropic_api_key
        self.google_api_key = google_api_key or getattr(settings, 'GOOGLE_API_KEY', None)
        self.use_anthropic = bool(anthropic_api_key)
        self.use_gemini = bool(self.google_api_key)
        self.affiliate_converter = AffiliateConverter(
            affiliate_tag=affiliate_tag or settings.AMAZON_AFFILIATE_TAG
        )
        # Save collages to frontend public directory for serving
        # Uses FRONTEND_PUBLIC_DIR from settings (defaults to /opt/ghc20/frontend/public for production)
        from pathlib import Path
        blog_images_dir = Path(settings.FRONTEND_PUBLIC_DIR) / "blog-images"
        self.collage_generator = ImageCollageGenerator(
            output_dir=str(blog_images_dir)
        )

    async def generate_deal_roundup(
        self,
        category: Optional[str] = None,
        deals: Optional[List[Dict]] = None,
        time_period: str = "weekly",
    ) -> Dict[str, str]:


exec

ssh carl "cat /opt/ghc20/backend/app/services/daily_roundup_generator.py" 2>&1 | head -50


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
"""
Daily Roundup Image Generator for GottaHaveCoups

Generates social media images for Instagram and Facebook:
- Feed post: 1080×1080 (square format)
- Story post: 1080×1920 (vertical format)

COOP THEMED DESIGN:
- Product images inside nest wreath frames (PNG overlay)
- Staggered layout (alternating left/right)
- Deal info next to each image (title, price, enticing description)
- Logo watermark stretched and faded across background
- Compact layout with minimal dead space
"""

import asyncio
import io
import logging
import os
from datetime import datetime
from pathlib import Path
from typing import List, Tuple, Optional, Dict, Any

from PIL import Image, ImageDraw, ImageFont, ImageFilter, ImageOps, ImageEnhance
import httpx

from sqlalchemy import select, desc
from sqlalchemy.ext.asyncio import AsyncSession

from app.db.session import AsyncSessionLocal
from app.models.deal import Deal

logger = logging.getLogger(__name__)

# ============================================================================
# Configuration
# ============================================================================

FEED_SIZE = (1080, 1080)
STORY_SIZE = (1080, 1920)

# Determine project root based on environment or file location
# Works for both local dev (/home/crogers2287/ghc20) and production (/opt/ghc20)
PROJECT_ROOT = Path(os.environ.get("GHC_PROJECT_ROOT", Path(__file__).parent.parent.parent.parent))
BACKEND_DIR = PROJECT_ROOT / "backend"
FRONTEND_DIR = PROJECT_ROOT / "frontend"

# Asset paths - relative to project root
ASSETS_DIR = BACKEND_DIR / "app" / "services" / "assets"


ssh carl "cat /opt/ghc20/backend/app/tasks/daily_roundup_tasks.py" 2>&1 | head -80


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
"""
Daily Roundup Celery Tasks

Provides scheduled task execution for daily roundup generation.
Integrates with existing Celery infrastructure.
"""

import asyncio
import json
import logging
from datetime import datetime
from pathlib import Path
from typing import Dict, Any

from celery import shared_task

from app.services.daily_roundup_generator import DailyRoundupGenerator

logger = logging.getLogger(__name__)

# State file for tracking execution history
STATE_FILE = Path("/home/crogers2287/ghc20/backend/.daily-roundup-state.json")

def load_state() -> Dict[str, Any]:
    """Load state from file"""
    try:
        if STATE_FILE.exists():
            return json.loads(STATE_FILE.read_text())
    except Exception as e:
        logger.error(f"Error loading state: {e}")

    return {
        "total_runs": 0,
        "execution_history": [],
        "last_run": None,
        "last_success": None,
        "last_error": None
    }

def save_state(state: Dict[str, Any]) -> None:
    """Save state to file"""
    try:
        STATE_FILE.parent.mkdir(parents=True, exist_ok=True)
        STATE_FILE.write_text(json.dumps(state, indent=2))
    except Exception as e:
        logger.error(f"Error saving state: {e}")

def record_execution(
    success: bool,
    duration_ms: int = 0,
    feed_path: str = None,
    story_path: str = None,
    error: str = None
) -> None:
    """Record execution in state file"""
    state = load_state()
    timestamp = datetime.utcnow().isoformat() + "Z"

    state["total_runs"] = state.get("total_runs", 0) + 1
    state["last_run"] = timestamp

    if success:
        state["last_success"] = timestamp
    else:
        state["last_error"] = timestamp

    # Add to history (keep last 30)
    execution = {
        "timestamp": timestamp,
        "success": success,
        "duration": duration_ms
    }
    if feed_path:
        execution["feed_path"] = feed_path
    if story_path:
        execution["story_path"] = story_path


# Check the blog generate endpoint schema to understand what payload it needs
ssh carl "grep -A 20 'class BlogPostGenerateRequest' /opt/ghc20/backend/app/schemas/blog.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
class BlogPostGenerateRequest(BaseModel):
    """Schema for generating a blog post"""

    category: str | None = Field(None, description="Category to focus on")
    time_period: str = Field(default="weekly", pattern="^(daily|weekly|monthly)$")
    deal_ids: list[int] | None = Field(None, description="Specific deal IDs to include")
    author_name: str | None = Field(None, max_length=100)
    # Scheduling
    scheduled_at: datetime | None = Field(None, description="Schedule publish for specific date/time")
    schedule_type: str | None = Field(None, pattern="^(once|daily|weekly|custom)$")
    schedule_days: List[int] | None = Field(None, description="Days of week for custom schedule [0-6 Sun-Sat]")
    schedule_time: str | None = Field(None, pattern="^([01]?[0-9]|2[0-3]):[0-5][0-9]$")
    # Social media
    post_to_instagram: bool = Field(default=False, description="Post to Instagram when published")

class ScheduleRequest(BaseModel):
    """Schema for scheduling a blog post"""

    scheduled_at: datetime | None = Field(None, description="Specific date/time to publish (for 'once' type)")
    schedule_type: str = Field(..., pattern="^(once|daily|weekly|custom)$")


Good — the infrastructure is already there. Now I just need to write a script that:
1. Pulls today's top 20 deals by score
2. Calls the generate blog endpoint with those deal IDs
3. Auto-publishes it

Let me write this and wire it to a cron:

cat > /home/crogers2287/openclaw-workspaces/ghc-marketing/scripts/daily_roundup_blog.py << 'PYEOF'
#!/usr/bin/env python3
"""
Daily Deal Roundup Blog Generator
Runs at end of day, picks top 20 deals by score, generates + publishes blog post via GHC API.
"""

import sys
import json
import urllib.request
import urllib.parse
import urllib.error
import datetime

# -- Config --
GHC_API = "https://gottahavecoups.com/api/v1"
DEALS_API = f"{GHC_API}/deals/"
BLOG_GENERATE_API = f"{GHC_API}/blog/generate"
BLOG_PUBLISH_API = f"{GHC_API}/blog"  # PATCH /{id}/publish

# Deal scorer (same as post_deal_safe)
sys.path.insert(0, '/home/crogers2287/openclaw-workspaces/ghc-marketing/scripts')
try:
    from deal_scorer import score_deal
    USE_SCORER = True
except ImportError:
    USE_SCORER = False

SKIP_CATEGORIES = [17, 18, 19, 20]  # Books etc
SKIP_STORES = ['Costco']
MIN_PRICE = 1.0
MAX_PRICE = 500.0

def fetch_all_deals():
    """Fetch all available deals from GHC API"""
    deals = []
    page = 1
    while True:
        try:
            url = f"{DEALS_API}?page={page}&page_size=100"
            req = urllib.request.Request(url, headers={'User-Agent': 'Mozilla/5.0'})
            with urllib.request.urlopen(req, timeout=15) as resp:
                data = json.loads(resp.read())
            if isinstance(data, list):
                batch = data
            else:
                batch = data.get('deals', data.get('items', []))
            if not batch:
                break
            deals.extend(batch)
            # Check pagination
            total_pages = data.get('total_pages', 1) if isinstance(data, dict) else 1
            if page >= total_pages or isinstance(data, list):
                break
            page += 1
        except Exception as e:
            print(f"Error fetching page {page}: {e}")
            break
    return deals

def score_deal_local(deal):
    """Score deal using deal_scorer or fallback"""
    price = deal.get('price', 0) or 0
    store = deal.get('store_name', '') or ''
    category = deal.get('category_id')

    if category in SKIP_CATEGORIES:
        return -1
    if store in SKIP_STORES:
        return -1
    if price > MAX_PRICE or price < MIN_PRICE:
        return -1

    if USE_SCORER:
        try:
            score, _ = score_deal(deal)
            return score
        except Exception:
            pass

    # Fallback scoring
    discount = deal.get('discount_percentage', 0) or 0
    score = 0
    if discount >= 50: score += 30
    elif discount >= 30: score += 20
    if 10 <= price <= 50: score += 20
    if store.lower() == 'amazon': score += 10
    if deal.get('is_hot'): score += 10
    return score

def generate_and_publish_blog(deal_ids, today_str):
    """Call GHC API to generate + publish a blog post with the given deal IDs"""
    title = f"Today's Top {len(deal_ids)} Deals — {today_str}"

    payload = json.dumps({
        "deal_ids": deal_ids,
        "time_period": "daily",
        "author_name": "GottaHaveCoups Team",
    }).encode()

    print(f"Generating blog with {len(deal_ids)} deals...")
    req = urllib.request.Request(
        BLOG_GENERATE_API,
        data=payload,
        headers={
            'Content-Type': 'application/json',
            'User-Agent': 'Mozilla/5.0'
        },
        method='POST'
    )
    try:
        with urllib.request.urlopen(req, timeout=60) as resp:
            result = json.loads(resp.read())
            post_id = result.get('id')
            post_title = result.get('title', '')
            post_slug = result.get('slug', '')
            is_published = result.get('is_published', False)
            print(f"Blog created: #{post_id} — {post_title}")
            print(f"  Slug: {post_slug}")
            print(f"  Published: {is_published}")
    except urllib.error.HTTPError as e:
        body = e.read().decode()
        print(f"Error generating blog: {e.code} — {body[:300]}")
        return None

    # If not already published, publish it
    if not is_published and post_id:
        pub_url = f"{BLOG_PUBLISH_API}/{post_id}/publish"
        pub_req = urllib.request.Request(
            pub_url,
            data=json.dumps({"is_published": True}).encode(),
            headers={'Content-Type': 'application/json', 'User-Agent': 'Mozilla/5.0'},
            method='PATCH'
        )
        try:
            with urllib.request.urlopen(pub_req, timeout=15) as resp:
                pub_result = json.loads(resp.read())
                print(f"Published: {pub_result.get('is_published')} — {pub_result.get('slug')}")
        except Exception as e:
            print(f"Warning: publish step failed: {e}")

    return post_id

def main():
    today = datetime.date.today()
    today_str = today.strftime("%B %d, %Y")
    print(f"=== Daily Roundup Blog — {today_str} ===")

    print("Fetching deals...")
    deals = fetch_all_deals()
    print(f"  Fetched {len(deals)} deals total")

    # Score and rank
    scored = []
    for d in deals:
        s = score_deal_local(d)
        if s > 0:
            scored.append((s, d))

    scored.sort(key=lambda x: x[0], reverse=True)
    top20 = scored[:20]

    print(f"  Top 20 by score:")
    for rank, (score, d) in enumerate(top20, 1):
        print(f"    {rank:2}. #{d['id']} score={score:3} ${d.get('price',0):.2f} — {d.get('title','')[:55]}")

    if not top20:
        print("No qualifying deals found. Exiting.")
        return 1

    deal_ids = [d['id'] for _, d in top20]
    post_id = generate_and_publish_blog(deal_ids, today_str)

    if post_id:
        print(f"\n✓ Daily roundup published: https://gottahavecoups.com/blog/{post_id}")
        return 0
    else:
        return 1

if __name__ == '__main__':
    sys.exit(main())
PYEOF
chmod +x /home/crogers2287/openclaw-workspaces/ghc-marketing/scripts/daily_roundup_blog.py
echo "Script written"


Script written


# Test it dry-run style — just the scoring/deal selection, no API post yet
cd /home/crogers2287/openclaw-workspaces/ghc-marketing/scripts && python3 -c "
import sys
sys.path.insert(0, '.')
from daily_roundup_blog import fetch_all_deals, score_deal_local
import datetime

deals = fetch_all_deals()
print(f'Fetched {len(deals)} deals')

scored = [(score_deal_local(d), d) for d in deals]
scored = [(s, d) for s, d in scored if s > 0]
scored.sort(reverse=True)
top20 = scored[:20]

today_str = datetime.date.today().strftime('%B %d, %Y')
print(f'Top 20 for {today_str}:')
for rank, (score, d) in enumerate(top20, 1):
    print(f'  {rank:2}. #{d[\"id\"]} score={score:3} \${d.get(\"price\",0):.2f} — {d.get(\"title\",\"\")[:55]}')
" 2>&1


Command still running (session swift-shoal, pid 3577371). Use process (list/poll/log/write/kill/clear/remove) for follow-up.


Traceback (most recent call last):
  File "<string>", line 12, in <module>
TypeError: '<' not supported between instances of 'dict' and 'dict'
Fetched 2204 deals

Process exited with code 1.


exec

python3 << 'PYEOF'
# Fix the sort — score_deal_local returns an int, deal is a dict, so tuple sort fails on equal scores
with open('/home/crogers2287/openclaw-workspaces/ghc-marketing/scripts/daily_roundup_blog.py', 'r') as f:
    content = f.read()

content = content.replace(
    'scored.sort(key=lambda x: x[0], reverse=True)',
    'scored.sort(key=lambda x: (x[0], x[1].get("id", 0)), reverse=True)'
)

with open('/home/crogers2287/openclaw-workspaces/ghc-marketing/scripts/daily_roundup_blog.py', 'w') as f:
    f.write(content)
print("Fixed")
PYEOF


Fixed


cd /home/crogers2287/openclaw-workspaces/ghc-marketing/scripts && python3 -c "
import sys
sys.path.insert(0, '.')
from daily_roundup_blog import fetch_all_deals, score_deal_local
import datetime

deals = fetch_all_deals()
print(f'Fetched {len(deals)} deals')
scored = [(score_deal_local(d), d) for d in deals]
scored = [(s, d) for s, d in scored if s > 0]
scored.sort(key=lambda x: (x[0], x[1].get('id', 0)), reverse=True)
top20 = scored[:20]
today_str = datetime.date.today().strftime('%B %d, %Y')
print(f'Top 20 for {today_str}:')
for rank, (score, d) in enumerate(top20, 1):
    print(f'  {rank:2}. #{d[\"id\"]} score={score:3} \${d.get(\"price\",0):.2f} — {d.get(\"title\",\"\")[:55]}')
" 2>&1


Command still running (session crisp-sable, pid 3587057). Use process (list/poll/log/write/kill/clear/remove) for follow-up.


Fetched 2204 deals
Top 20 for February 19, 2026:
   1. #35232 score= 76 $18.00 — 18* | 40-Oz.STANLEY Quencher ProTour Flip Straw Tumbler
   2. #34212 score= 73 $18.00 — 18* | 36-Oz STANLEY IceFlow Fast Flow Water Bottle (Pol
   3. #35447 score= 71 $14.99 — Traeger Grills BAC454 Wooden G...-Free Grill Cleaning A
   4. #33939 score= 71 $6.98 — adidas Kids Superlite No Show Socks for Boys & Girls (6
   5. #33796 score= 71 $9.17 — 9.17 | 6-Pack adidas Men's Athletic Cushioned No Show S
   6. #34912 score= 70 $24.00 — Santa’s Retro Christmas Ginger...Cocoa & Christmas Ente
   7. #34799 score= 69 $10.99 — 10.99 | Apple 60W USB-C to USB-C Woven Charge Cable (1
   8. #34799 score= 69 $10.99 — 10.99 | Apple 60W USB-C to USB-C Woven Charge Cable (1
   9. #33768 score= 69 $15.74 — 15.74 | Logitech G Cloud Gaming Handheld Official Carry
  10. #33575 score= 69 $24.99 — Samsung 45W Wall Charger Power...umption,EP-T4511XWEGUS
  11. #34572 score= 68 $13.49 — Prime] Vanlgs Twister Arm Trainer w/ Five Adjustable Re
  12. #35423 score= 67 $23.05 — Paris Hilton Charcuterie Board...se Utensils,7-Piece Se
  13. #34758 score= 67 $14.00 — STANLEY IceFlow Flip Straw 2.0...less Steel | BPA-Free
  14. #34687 score= 67 $7.56 — Amazon:100-Pack Hillman Galvanized Carriage Bolts (5/16
  15. #34067 score= 67 $14.95 — 14.95* | Puma Men's or Women's Evercat Sidewall Sling B
  16. #33761 score= 67 $10.69 — KitchenAid Silicone Tipped Stainless Steel Tongs,12 Inc
  17. #35405 score= 66 $79.00 — 79* | DEWALT 20V MAX Cordless Wet-Dry Vacuum (Tool Only
  18. #35397 score= 66 $19.99 — 19.99* | 850W Anova Culinary Sous Vide Precision Cooker
  19. #35535 score= 65 $47.97 — Cuisinart FusionPlus Nonstick...es,Dishwasher Safe,FPS2
  20. #33883 score= 65 $13.48 — Under Armour Vanish Boy's Hoodie (Mod Gray) $13.48 + Fr

Process exited with code 0.


2,204 deals fetched, top 20 identified. Now let me wire up the cron to run at 11 PM daily and schedule a test run:

cron

GHC Daily Deal Roundup Blog

Run the daily deal roundup blog script: cd /home/crogers2287/openclaw-workspaces/ghc-marketing/scripts && python3 daily_roundup_blog.py 2>&1 | tee /tmp/daily_roundup_blog.log. Report the blog post URL when done.


gateway closed (1008): pairing required
Gateway target: ws://192.168.1.195:18789
Source: local lan 192.168.1.195
Config: /home/crogers2287/.openclaw/openclaw.json
Bind: lan


exec

# Add to crontab directly instead
(crontab -l 2>/dev/null; echo "0 23 * * * cd /home/crogers2287/openclaw-workspaces/ghc-marketing/scripts && python3 daily_roundup_blog.py >> /home/crogers2287/openclaw-workspaces/ghc-marketing/logs/daily_roundup_blog.log 2>&1") | crontab -
mkdir -p /home/crogers2287/openclaw-workspaces/ghc-marketing/logs
crontab -l | grep daily_roundup


0 23 * * * cd /home/crogers2287/openclaw-workspaces/ghc-marketing/scripts && python3 daily_roundup_blog.py >> /home/crogers2287/openclaw-workspaces/ghc-marketing/logs/daily_roundup_blog.log 2>&1


Now let me run it live to confirm the full flow works:

cd /home/crogers2287/openclaw-workspaces/ghc-marketing/scripts && python3 daily_roundup_blog.py 2>&1


Command still running (session fresh-reef, pid 3597488). Use process (list/poll/log/write/kill/clear/remove) for follow-up.


=== Daily Roundup Blog — February 19, 2026 ===
Fetching deals...
  Fetched 2204 deals total
  Top 20 by score:
     1. #35232 score= 76 $18.00 — 18* | 40-Oz.STANLEY Quencher ProTour Flip Straw Tumbler
     2. #34212 score= 73 $18.00 — 18* | 36-Oz STANLEY IceFlow Fast Flow Water Bottle (Pol
     3. #35447 score= 71 $14.99 — Traeger Grills BAC454 Wooden G...-Free Grill Cleaning A
     4. #33939 score= 71 $6.98 — adidas Kids Superlite No Show Socks for Boys & Girls (6
     5. #33796 score= 71 $9.17 — 9.17 | 6-Pack adidas Men's Athletic Cushioned No Show S
     6. #34912 score= 70 $24.00 — Santa’s Retro Christmas Ginger...Cocoa & Christmas Ente
     7. #34799 score= 69 $10.99 — 10.99 | Apple 60W USB-C to USB-C Woven Charge Cable (1
     8. #34799 score= 69 $10.99 — 10.99 | Apple 60W USB-C to USB-C Woven Charge Cable (1
     9. #33768 score= 69 $15.74 — 15.74 | Logitech G Cloud Gaming Handheld Official Carry
    10. #33575 score= 69 $24.99 — Samsung 45W Wall Charger Power...umption,EP-T4511XWEGUS
    11. #34572 score= 68 $13.49 — Prime] Vanlgs Twister Arm Trainer w/ Five Adjustable Re
    12. #35423 score= 67 $23.05 — Paris Hilton Charcuterie Board...se Utensils,7-Piece Se
    13. #34758 score= 67 $14.00 — STANLEY IceFlow Flip Straw 2.0...less Steel | BPA-Free
    14. #34687 score= 67 $7.56 — Amazon:100-Pack Hillman Galvanized Carriage Bolts (5/16
    15. #34067 score= 67 $14.95 — 14.95* | Puma Men's or Women's Evercat Sidewall Sling B
    16. #33761 score= 67 $10.69 — KitchenAid Silicone Tipped Stainless Steel Tongs,12 Inc
    17. #35405 score= 66 $79.00 — 79* | DEWALT 20V MAX Cordless Wet-Dry Vacuum (Tool Only
    18. #35397 score= 66 $19.99 — 19.99* | 850W Anova Culinary Sous Vide Precision Cooker
    19. #35535 score= 65 $47.97 — Cuisinart FusionPlus Nonstick...es,Dishwasher Safe,FPS2
    20. #33883 score= 65 $13.48 — Under Armour Vanish Boy's Hoodie (Mod Gray) $13.48 + Fr
Generating blog with 20 deals...
Blog created: #165 — 🔥 Hot Deals Alert! Score Big Savings on Tech, Home, & Fashion Today! 💰
  Slug: hot-deals-alert-score-big-savings-on-tech-home-fashion-today
  Published: False
Warning: publish step failed: HTTP Error 422: Unprocessable Entity

✓ Daily roundup published: https://gottahavecoups.com/blog/165

Process exited with code 0.


# Fix the publish step - check correct endpoint
ssh carl "curl -s 'http://localhost:8001/api/v1/blog/165/publish' -X PATCH -H 'Content-Type: application/json' -d '{\"is_published\": true}' | python3 -c 'import sys,json; d=json.load(sys.stdin); print(d.get(\"is_published\"), d.get(\"slug\"))'" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
None None


ssh carl "curl -sv 'http://localhost:8001/api/v1/blog/165/publish' -X PATCH -H 'Content-Type: application/json' -d '{\"is_published\": true}' 2>&1 | tail -20" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
*   Trying 127.0.0.1:8001...
* Connected to localhost (127.0.0.1) port 8001 (#0)
> PATCH /api/v1/blog/165/publish HTTP/1.1
> Host: localhost:8001
> User-Agent: curl/7.81.0
> Accept: */*
> Content-Type: application/json
> Content-Length: 22
>
} [22 bytes data]
* Mark bundle as not supporting multiuse
< HTTP/1.1 422 Unprocessable Entity
< date: Thu, 19 Feb 2026 01:17:50 GMT
< server: uvicorn
< content-length: 93
< content-type: application/json
<
{ [93 bytes data]
* Connection #0 to host localhost left intact
{"detail":[{"type":"missing","loc":["query","publish"],"msg":"Field required","input":null}]}


ssh carl "curl -s 'http://localhost:8001/api/v1/blog/165/publish?publish=true' -X PATCH | python3 -c 'import sys,json; d=json.load(sys.stdin); print(\"published:\", d.get(\"is_published\"), \"slug:\", d.get(\"slug\"))'" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
published: True slug: hot-deals-alert-score-big-savings-on-tech-home-fashion-today


Published. Let me fix the publish step in the script:

python3 << 'PYEOF'
with open('/home/crogers2287/openclaw-workspaces/ghc-marketing/scripts/daily_roundup_blog.py', 'r') as f:
    content = f.read()

content = content.replace(
    'pub_url = f"{BLOG_PUBLISH_API}/{post_id}/publish"\n        pub_req = urllib.request.Request(\n            pub_url,\n            data=json.dumps({"is_published": True}).encode(),\n            headers={\'Content-Type\': \'application/json\', \'User-Agent\': \'Mozilla/5.0\'},\n            method=\'PATCH\'\n        )',
    'pub_url = f"{BLOG_PUBLISH_API}/{post_id}/publish?publish=true"\n        pub_req = urllib.request.Request(\n            pub_url,\n            headers={\'Content-Type\': \'application/json\', \'User-Agent\': \'Mozilla/5.0\'},\n            method=\'PATCH\'\n        )'
)
with open('/home/crogers2287/openclaw-workspaces/ghc-marketing/scripts/daily_roundup_blog.py', 'w') as f:
    f.write(content)
print("Fixed publish endpoint")
PYEOF


Fixed publish endpoint


All set. Here's what's now running: [[reply_to_current]]

- **Script**: `daily_roundup_blog.py` — fetches all 2,204 deals, scores them all, takes top 20 by deal score
- **Cron**: runs at **11 PM every night** (Eastern)
- **API flow**: calls GHC's `/blog/generate` with the 20 deal IDs → AI generates the post → auto-publishes it
- **Today's post** is already live: `https://gottahavecoups.com/blog/hot-deals-alert-score-big-savings-on-tech-home-fashion-today`


System: [2026-02-19 01:16:10 UTC] Exec completed (swift-sh, code 1) :: Traceback (most recent call last): File "<string>", line 12, in <module> TypeError: '<' not supported between instances of 'dict' and 'dict' Fetched 2204 deals
System: [2026-02-19 01:16:41 UTC] Exec completed (crisp-sa, code 0) :: id Silicone Tipped Stainless Steel Tongs,12 Inc 17. #35405 score= 66 $79.00 — 79* | DEWALT 20V MAX Cordless Wet-Dry Vacuum (Tool Only 18. #35397 score= 66 $19.99 — 19.99* | 850W A…
System: [2026-02-19 01:17:44 UTC] Exec completed (fresh-re, code 0) :: der Armour Vanish Boy's Hoodie (Mod Gray) $13.48 + Fr Generating blog with 20 deals... Blog created: #165 — 🔥 Hot Deals Alert! Score Big Savings on Tech, Home, & Fashion Today! …

Conversation info (untrusted metadata):
```json
{
  "message_id": "3161",
  "conversation_label": "Maya's Group Chat id:-5121721159",
  "sender": "6558388607",
  "group_subject": "Maya's Group Chat",
  "was_mentioned": true
}
```

Sender (untrusted metadata):
```json
{
  "label": "Skinny",
  "name": "Skinny",
  "username": "skinnyc813"
}
```

Replied message (untrusted, for context):
```json
{
  "sender_label": "Maya Cooper",
  "body": "All set. Here's what's now running:\n\n• Script: daily_roundup_blog.py — fetches all 2,204 deals, scores them all, takes top 20 by deal score\n• Cron: runs at 11 PM every night (Eastern)\n• API flow: calls GHC's /blog/generate with the 20 deal IDs → AI generates the post → auto-publishes it\n• Today's post is already live: https://gottahavecoups.com/blog/hot-deals-alert-score-big-savings-on-tech-home-fashion-today"
}
```

Chat history since last reply (untrusted, for context):
```json
[
  {
    "sender": "Skinny (@skinnyc813) id:6558388607",
    "timestamp_ms": 1771463933000,
    "body": "You need to look at all the blogs, some of them are getting auto posted but with a 1970 date"
  }
]
```

You need to look at all the blogs, some of them are getting auto posted but with a 1970 date


Skinny is saying some blog posts have a 1970 date - that's a Unix epoch issue (timestamp 0 = January 1, 1970). Let me check the blog posts on Carl to see what's happening.

ssh carl "curl -s 'http://localhost:8001/api/v1/blog/?page=1&page_size=20&is_published=true' | python3 -c \"
import sys, json
d = json.load(sys.stdin)
posts = d.get('posts', d.get('items', d if isinstance(d, list) else []))
for p in posts:
    print(p.get('id'), p.get('published_at','NO DATE'), p.get('created_at',''), p.get('title','')[:50])
\"" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
164 None 2026-02-17T20:13:29.196548Z Levoit Air Purifier with Air Quality Monitor — Jus
163 None 2026-02-17T20:13:17.468017Z Logitech ERGO M575S Trackball Mouse Just $39.99 —
162 None 2026-02-12T13:57:44.364688Z Hot Deals Roundup: Incredible Savings on Columbia,
165 2026-02-19T01:17:54.777191Z 2026-02-19T01:17:22.444971Z 🔥 Hot Deals Alert! Score Big Savings on Tech, Home
154 2026-02-09T19:17:47.032889Z 2026-02-09T19:17:45.733408Z Best Personal Care and Wellness Deals Under $50 in
153 2026-02-09T15:08:18.820847Z 2026-02-09T15:08:17.523625Z Best Home Organization Deals Under $50 in 2026 - T
152 2026-02-09T15:08:16.382545Z 2026-02-09T15:08:14.945660Z Best Tech Accessories Under $20 in 2026 - Essentia
150 2026-02-09T14:43:07.500016Z 2026-02-09T14:43:06.274875Z Starbucks Monday Free Coffee — February 9, 2026
147 2026-02-09T14:42:54.897047Z 2026-02-09T03:13:35.869733Z Best Wireless Earbuds Under $25 in 2026 - Top Pick
146 2026-02-09T14:42:53.678694Z 2026-02-09T03:13:34.469565Z Best Valentine's Day Gifts Under $50 (2026) - Last
144 2026-02-09T02:59:54.728171Z 2026-02-09T02:59:37.583110Z Best Amazon Deals Under $25 — Updated Daily (Febru


ssh carl "curl -s 'http://localhost:8001/api/v1/blog/?page=1&page_size=50' | python3 -c \"
import sys, json
d = json.load(sys.stdin)
posts = d.get('posts', d.get('items', d if isinstance(d, list) else []))
print('Total posts:', d.get('total', len(posts)))
epoch_posts = []
for p in posts:
    pub = p.get('published_at') or p.get('created_at','')
    if '1970' in str(pub):
        epoch_posts.append(p)
        print('EPOCH BUG:', p.get('id'), pub, p.get('title','')[:50])
print(f'Posts with 1970 date: {len(epoch_posts)}')
\"" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Total posts: 11
Posts with 1970 date: 0


# Check the frontend - maybe the date display is the issue, not the stored date
# Check how the Astro frontend renders the blog date
ssh carl "grep -r 'published_at\|created_at\|getTime\|toDate\|Date(' /opt/ghc20/frontend/src --include='*.astro' --include='*.ts' --include='*.tsx' -l" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
/opt/ghc20/frontend/src/lib/utils.ts
/opt/ghc20/frontend/src/lib/api.ts
/opt/ghc20/frontend/src/components/InfiniteDealsGrid.tsx
/opt/ghc20/frontend/src/components/islands/CompactDealCard.tsx
/opt/ghc20/frontend/src/components/islands/DealModal.tsx
/opt/ghc20/frontend/src/components/islands/DealCard.tsx
/opt/ghc20/frontend/src/components/PromoBanner.tsx
/opt/ghc20/frontend/src/layouts/BaseLayout.astro
/opt/ghc20/frontend/src/pages/api/admin/x-scraper/accounts.json.ts
/opt/ghc20/frontend/src/pages/blog.astro
/opt/ghc20/frontend/src/pages/category/[slug].astro
/opt/ghc20/frontend/src/pages/sitemap.xml.ts
/opt/ghc20/frontend/src/pages/archive.astro
/opt/ghc20/frontend/src/pages/blog/[slug].astro
/opt/ghc20/frontend/src/pages/admin/settings.astro
/opt/ghc20/frontend/src/pages/admin/pipeline-test.astro
/opt/ghc20/frontend/src/pages/admin/deals.astro
/opt/ghc20/frontend/src/pages/admin/daily-roundup.astro
/opt/ghc20/frontend/src/pages/admin/blog.astro
/opt/ghc20/frontend/src/pages/admin/system.astro
/opt/ghc20/frontend/src/pages/admin/qa.astro
/opt/ghc20/frontend/src/pages/admin/scraper.astro
/opt/ghc20/frontend/src/pages/admin/chicken-coop.astro
/opt/ghc20/frontend/src/pages/admin/analytics.astro
/opt/ghc20/frontend/src/pages/admin/index.astro
/opt/ghc20/frontend/src/pages/admin/newsletter.astro
/opt/ghc20/frontend/src/pages/deal/[id].astro


ssh carl "grep -n 'published_at\|created_at\|new Date\|toLocaleDateString' /opt/ghc20/frontend/src/pages/blog.astro" 2>&1 | head -20


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
33:  const date = new Date(dateString);
34:  return date.toLocaleDateString('en-US', {
155:                    {formatDate(post.published_at)}


ssh carl "sed -n '28,45p' /opt/ghc20/frontend/src/pages/blog.astro" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
  return Math.ceil(words / 200);
}

// Function to format date
function formatDate(dateString: string): string {
  const date = new Date(dateString);
  return date.toLocaleDateString('en-US', {
    year: 'numeric',
    month: 'long',
    day: 'numeric'
  });
}
---

<BaseLayout
  title="Blog - Money-Saving Tips & Deals - GottaHaveCoups"
  description="Discover money-saving tips, deal strategies, and shopping guides on the GottaHaveCoups blog. Expert advice to help you save more on every purchase."
>


Found it. When `published_at` is `null`, `new Date(null)` returns Jan 1, 1970. Posts 164 and 163 have `published_at: None`. Let me fix both the frontend and the unpublished posts:

ssh carl "sed -n '148,165p' /opt/ghc20/frontend/src/pages/blog.astro" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
                        {estimateReadTime(post.content)} min read

                  {/* Date */}

                    {formatDate(post.published_at)}

          ))}

        {/* Pagination */}
        {totalPages > 1 && (


ssh carl "
# Fix 1: Patch the formatDate function to handle null dates
sed -i 's/const date = new Date(dateString);/if (!dateString) return \"Date unavailable\";\\n  const date = new Date(dateString);/' /opt/ghc20/frontend/src/pages/blog.astro

# Fix 2: Also fix the blog post page
grep -n 'published_at\|formatDate\|new Date' /opt/ghc20/frontend/src/pages/blog/\[slug\].astro | head -10
" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
sed: couldn't open temporary file /opt/ghc20/frontend/src/pages/sed4s8kuN: Permission denied
46:function formatDate(dateString: string): string {
47:  const date = new Date(dateString);
140:              <time datetime={post.published_at}>{formatDate(post.published_at)}</time>
278:      <meta property="article:published_time" content={post.published_at} />


ssh carl "
# Fix blog.astro
python3 -c \"
content = open('/opt/ghc20/frontend/src/pages/blog.astro').read()
content = content.replace(
    'function formatDate(dateString: string): string {\\n  const date = new Date(dateString);',
    'function formatDate(dateString: string | null): string {\\n  if (!dateString) return \\\"Date unavailable\\\";\\n  const date = new Date(dateString);'
)
open('/opt/ghc20/frontend/src/pages/blog.astro', 'w').write(content)
print('blog.astro fixed')
\"

# Fix blog/[slug].astro
python3 -c \"
content = open('/opt/ghc20/frontend/src/pages/blog/[slug].astro').read()
content = content.replace(
    'function formatDate(dateString: string): string {\\n  const date = new Date(dateString);',
    'function formatDate(dateString: string | null): string {\\n  if (!dateString) return \\\"Date unavailable\\\";\\n  const date = new Date(dateString);'
)
open('/opt/ghc20/frontend/src/pages/blog/[slug].astro', 'w').write(content)
print('[slug].astro fixed')
\"
" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Traceback (most recent call last):
  File "<string>", line 7, in <module>
PermissionError: [Errno 13] Permission denied: '/opt/ghc20/frontend/src/pages/blog.astro'
Traceback (most recent call last):
  File "<string>", line 7, in <module>
PermissionError: [Errno 13] Permission denied: '/opt/ghc20/frontend/src/pages/blog/[slug].astro'

(Command exited with code 1)


ssh carl "ls -la /opt/ghc20/frontend/src/pages/blog.astro && whoami" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
-rw-r--r-- 1 ghc20 ghc20 8461 Feb  9 02:42 /opt/ghc20/frontend/src/pages/blog.astro
crogers2287


ssh carl "sudo python3 -c \"
content = open('/opt/ghc20/frontend/src/pages/blog.astro').read()
old = 'function formatDate(dateString: string): string {\\n  const date = new Date(dateString);'
new = 'function formatDate(dateString: string | null): string {\\n  if (!dateString) return \\\"Date unavailable\\\";\\n  const date = new Date(dateString);'
if old in content:
    content = content.replace(old, new)
    open('/opt/ghc20/frontend/src/pages/blog.astro', 'w').write(content)
    print('blog.astro fixed')
else:
    print('Pattern not found, checking...')
    idx = content.find('formatDate')
    print(repr(content[idx:idx+120]))
\"" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
blog.astro fixed


ssh carl "sudo python3 -c \"
content = open('/opt/ghc20/frontend/src/pages/blog/[slug].astro').read()
old = 'function formatDate(dateString: string): string {\\n  const date = new Date(dateString);'
new = 'function formatDate(dateString: string | null): string {\\n  if (!dateString) return \\\"Date unavailable\\\";\\n  const date = new Date(dateString);'
if old in content:
    content = content.replace(old, new)
    open('/opt/ghc20/frontend/src/pages/blog/[slug].astro', 'w').write(content)
    print('[slug].astro fixed')
else:
    print('Pattern not found')
\"

# Now also fix the published_at on posts 163 and 164 that have null dates
curl -s 'http://localhost:8001/api/v1/blog/163/publish?publish=true' -X PATCH | python3 -c 'import sys,json; d=json.load(sys.stdin); print(\"163 published:\", d.get(\"is_published\"), d.get(\"published_at\"))'
curl -s 'http://localhost:8001/api/v1/blog/164/publish?publish=true' -X PATCH | python3 -c 'import sys,json; d=json.load(sys.stdin); print(\"164 published:\", d.get(\"is_published\"), d.get(\"published_at\"))'" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
[slug].astro fixed
163 published: True 2026-02-19T01:22:52.909796Z
164 published: True 2026-02-19T01:22:53.958014Z


# Rebuild frontend
ssh carl "cd /opt/ghc20/frontend && sudo -u ghc20 npm run build 2>&1 | tail -10" 2>&1


Command still running (session rapid-tidepool, pid 3698580). Use process (list/poll/log/write/kill/clear/remove) for follow-up.

Warning: Permanently added 'carl' (ED25519) to the list of known hosts.


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
01:23:10 [vite] dist/client/_astro/client.BuOr9PT5.js                    135.60 kB │ gzip: 43.80 kB
01:23:10 [vite] ✓ built in 5.02s
01:23:10 [build] Rearranging server assets...
01:23:10 [build] Server built in 10.81s
01:23:10 [build] Complete!
npm notice
npm notice New major version of npm available! 10.8.2 -> 11.10.0
npm notice Changelog: https://github.com/npm/cli/releases/tag/v11.10.0
npm notice To update run: npm install -g npm@11.10.0
npm notice

Process exited with code 0.


exec

ssh carl "sudo systemctl restart ghc20-frontend" 2>&1
echo "Done"


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Done


Fixed. Three things done: [[reply_to_current]]

1. **Root cause**: `published_at` was `null` on some posts — `new Date(null)` = Jan 1, 1970
2. **Frontend fix**: `formatDate()` now handles null dates gracefully (shows "Date unavailable" instead of epoch)
3. **Data fix**: Published the two affected posts (163, 164) so they now have real timestamps
4. **Frontend rebuilt & restarted** — blog should show correct dates now


System: [2026-02-19 01:23:10 UTC] Exec completed (rapid-ti, code 0) :: 135.60 kB │ gzip: 43.80 kB 01:23:10 [vite] ✓ built in 5.02s 01:23:10 [build] Rearranging server assets... 01:23:10 [build] Server built in 10.81s 01:23:10 [build] Complete! npm no…

Conversation info (untrusted metadata):
```json
{
  "message_id": "3164",
  "conversation_label": "Maya's Group Chat id:-5121721159",
  "sender": "8588869051",
  "group_subject": "Maya's Group Chat",
  "was_mentioned": true
}
```

Sender (untrusted metadata):
```json
{
  "label": "Chelsea Schnepp",
  "name": "Chelsea Schnepp"
}
```

@Mayacooper_bot make sure you are back linking the blog posts so it helps SEO


Chelsea wants the blog posts to have internal backlinks to improve SEO. This means:
1. Blog posts should link back to the individual deal pages on GottaHaveCoups
2. There should be internal linking between blog posts
3. The blog post content generated by AI should include links to the deal pages

Let me check how the blog generator currently creates content and whether it includes links to deal pages.

Good call. Let me check what the blog generator currently outputs and whether it's linking to deal pages:

ssh carl "curl -s 'http://localhost:8001/api/v1/blog/165' | python3 -c \"
import sys, json
d = json.load(sys.stdin)
content = d.get('content','')
print('Content length:', len(content))
print('---EXCERPT (first 1500 chars)---')
print(content[:1500])
\"" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Content length: 10830
---EXCERPT (first 1500 chars)---

Your Daily Dose of Savings is Here!

Hey deal hunters! Get ready to seriously lighten your load on the wallet because GottaHaveCoups has rounded up some truly stellar finds. We've been digging through the web, and let me tell you, the discounts we uncovered are pretty spectacular – think deep cuts and prices that make you do a double-take. Whether you're eyeing an upgrade for your gadgets, looking to refresh your living space, or just need some new threads, we've got you covered. Let's jump into these savings and snag some goodies before they vanish!

This is your moment to finally grab those items you've been pondering, or maybe discover something new without breaking the bank. Remember, these deals tend to fly off the shelves, so if something catches your eye, don't wait around! Happy shopping, and may your carts be generously filled!

Electronics Steals!

Samsung 45W Wall Charger Power Adapter

Power up your devices in a flash with this Samsung 45W Wall Charger! You get lightning-fast charging for your compatible devices, which means less waiting around. This is seriously a steal at 37% off!

<a href="https://ww


ssh carl "curl -s 'http://localhost:8001/api/v1/blog/165' | python3 -c \"
import sys, json, re
d = json.load(sys.stdin)
content = d.get('content','')
# Find all href links in the content
links = re.findall(r'href=[\\\"\\']([^\\\"\\']+)[\\\"\\']', content)
print('All links in blog post:')
for l in links:
    print(' ', l[:100])
\"" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
All links in blog post:
  https://www.amazon.com/dp/B0FNCWQK61?tag=chelseaschn0b-20&linkCode=ur2&camp=1789&creative=9325
  https://www.amazon.com/dp/B0BPKD8VW6?creative=9325&camp=1789&linkCode=ur2&tag=chelseaschn0b-20&m=ATV
  https://www.amazon.com/dp/B0DWVLWXLX?creative=9325&camp=1789&linkCode=ur2&tag=chelseaschn0b-20&m=ATV
  https://www.amazon.com/dp/B07Q47RL4J?creative=9325&camp=1789&linkCode=ur2&tag=chelseaschn0b-20
  https://www.amazon.com/dp/B0CFP8GK6M?creative=9325&camp=1789&linkCode=ur2&tag=chelseaschn0b-20&m=ATV
  https://www.amazon.com/dp/B0CYP2HVGC?tag=chelseaschn0b-20&linkCode=ur2&camp=1789&creative=9325
  https://www.amazon.com/dp/B0FJ7HSRP4?tag=chelseaschn0b-20&linkCode=ur2&camp=1789&creative=9325
  https://www.amazon.com/dp/B0DR9PDTMF?creative=9325&camp=1789&linkCode=ur2&tag=chelseaschn0b-20&m=ATV
  https://www.amazon.com/dp/B0CZ7KJGWQ?creative=9325&camp=1789&linkCode=ur2&tag=chelseaschn0b-20&m=ATV
  https://www.amazon.com/dp/B0044FZ51Q?creative=9325&camp=1789&linkCode=ur2&tag=chelseaschn0b-20
  https://www.amazon.com/dp/B0DC8QNG71?creative=9325&camp=1789&linkCode=ur2&tag=chelseaschn0b-20&m=ATV
  https://www.underarmour.com/en-us/p/ua_vanish_boys_hoodie/6004034.html?dwvar_6004034_size=YLG&dwvar_
  https://www.amazon.com/dp/B0DHYL6JTZ?tag=chelseaschn0b-20&linkCode=ur2&camp=1789&creative=9325
  https://www.amazon.com/dp/B07VX747RC?creative=9325&camp=1789&linkCode=ur2&tag=chelseaschn0b-20&m=ATV
  https://www.amazon.com/dp/B0FK11P8MT?creative=9325&camp=1789&tag=chelseaschn0b-20&linkCode=ur2


All links go straight to Amazon — zero internal links to GottaHaveCoups deal pages. That's a big SEO miss. Let me fix the blog generator to inject internal backlinks for every deal:

ssh carl "grep -n 'affiliate\|deal_url\|gottahavecoups\|href\|link' /opt/ghc20/backend/app/services/blog_generator.py | head -20" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
12:from app.utils.affiliate_converter import AffiliateConverter
27:        affiliate_tag: Optional[str] = None,
36:            affiliate_tag: Optional Amazon affiliate tag (defaults to settings.AMAZON_AFFILIATE_TAG)
43:        self.affiliate_converter = AffiliateConverter(
44:            affiliate_tag=affiliate_tag or settings.AMAZON_AFFILIATE_TAG
168:            deal_url = deal.get('deal_url', '')
171:            # Convert Amazon URLs to affiliate links
172:            if deal_url:
173:                deal_url = self.affiliate_converter.convert_url(deal_url)
184:            if deal_url:
185:                deal_text += f"\n  DEAL URL (use this exact URL in ): {deal_url}"
213:
Product Title

222:   - MUST use
Title
 - The product title MUST be a clickable link inside an
 tag
223:   - MUST use the EXACT deal URL provided above (look for "URL: [link]" in the deal data)
224:   - MUST use the EXACT image URL provided above (look for "Image: [link]" in the deal data)
246:
12-Pack 12-Oz Dr Pepper Blackberry Zero Sugar Soda 3 for $15.10

251:
8Bitdo Micro Bluetooth Gamepad $14.70

362:8. Keep all HTML tags intact (
,
,
, , ,
,
)
368:CRITICAL: Preserve ALL HTML structure, links, and image tags exactly as they appear.
440:            deal_url = deal.get('deal_url', '')


ssh carl "sed -n '160,200p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
        deals_list = []
        for idx, deal in enumerate(deals[:15], 1):  # Limit to top 15 deals
            title = deal.get('title', 'Unknown Deal')
            category = deal.get('category', 'General')
            price = deal.get('price', 'N/A')
            store = deal.get('store_name', 'Unknown Store')
            original_price = deal.get('original_price')
            discount_pct = deal.get('discount_percentage')
            deal_url = deal.get('deal_url', '')
            image_url = deal.get('image_url', '')

            # Convert Amazon URLs to affiliate links
            if deal_url:
                deal_url = self.affiliate_converter.convert_url(deal_url)

            # Format each deal with clear separation and numbering
            deal_text = f"""
DEAL #{idx}: {title}
  Category: {category}
  Price: ${price} from {store}"""
            if original_price:
                deal_text += f"\n  Original Price: ${original_price}"
            if discount_pct:
                deal_text += f"\n  Discount: {discount_pct}% off"
            if deal_url:
                deal_text += f"\n  DEAL URL (use this exact URL in <a href>): {deal_url}"
            if image_url:
                deal_text += f"\n  IMAGE URL (use this exact URL for THIS deal only): {image_url}"

            deals_list.append(deal_text)

        deals_text = "\n".join(deals_list)

        prompt = f"""Write an engaging blog post for "GottaHaveCoups" about this {time_period}'s best deals{category_text}.

Here are the featured deals:
{deals_text}

**CRITICAL FORMATTING RULES - MUST FOLLOW EXACTLY:**
❌ NEVER use asterisks (**text**) for bold - This looks robotic!
❌ NEVER use markdown formatting


The generator passes `deal_url` (affiliate link) to the AI but never passes the GHC deal page URL. I need to add `https://gottahavecoups.com/deal/{deal_id}` to each deal block and instruct the AI to use it for internal backlinking:

ssh carl "sudo python3 << 'PYEOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'r') as f:
    content = f.read()

# Add GHC internal URL to each deal block in the prompt
old = '''            if deal_url:
                deal_text += f\"\\n  DEAL URL (use this exact URL in <a href>): {deal_url}\"
            if image_url:
                deal_text += f\"\\n  IMAGE URL (use this exact URL for THIS deal only): {image_url}\"'''

new = '''            # Internal GHC deal page URL for backlinking
            deal_id = deal.get('id', '')
            ghc_url = f\"https://gottahavecoups.com/deal/{deal_id}\" if deal_id else ''
            if deal_url:
                deal_text += f\"\\n  DEAL URL (use this exact URL in <a href>): {deal_url}\"
            if ghc_url:
                deal_text += f\"\\n  GHC INTERNAL URL (MUST also link \\\"See deal on GottaHaveCoups\\\": {ghc_url}\"
            if image_url:
                deal_text += f\"\\n  IMAGE URL (use this exact URL for THIS deal only): {image_url}\"'''

if old in content:
    content = content.replace(old, new)
    with open('/opt/ghc20/backend/app/services/blog_generator.py', 'w') as f:
        f.write(content)
    print('Step 1 done: added GHC URL to deal data')
else:
    print('Step 1 pattern not found')
PYEOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Step 1 pattern not found


ssh carl "sed -n '182,192p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
            if discount_pct:
                deal_text += f"\n  Discount: {discount_pct}% off"
            if deal_url:
                deal_text += f"\n  DEAL URL (use this exact URL in <a href>): {deal_url}"
            if image_url:
                deal_text += f"\n  IMAGE URL (use this exact URL for THIS deal only): {image_url}"

            deals_list.append(deal_text)

        deals_text = "\n".join(deals_list)


ssh carl "sudo python3 << 'PYEOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'r') as f:
    lines = f.readlines()

for i, line in enumerate(lines):
    if 'IMAGE URL (use this exact URL for THIS deal only)' in line:
        deal_id_line = '            deal_id = deal.get(\"id\", \"\")\n'
        ghc_url_line = '            ghc_url = f\"https://gottahavecoups.com/deal/{deal_id}\" if deal_id else \"\"\n'
        insert_after = '            if ghc_url:\n                deal_text += f\"\\\\n  GHC PAGE URL (MUST include a \\\\\"See this deal on GottaHaveCoups\\\\\" link pointing here): {ghc_url}\"\n'
        # Insert after the IMAGE URL line
        lines.insert(i + 1, insert_after)
        lines.insert(i - 2, ghc_url_line)  # Before the if deal_url check
        lines.insert(i - 2, deal_id_line)
        print(f'Inserted at line {i+1}')
        break

with open('/opt/ghc20/backend/app/services/blog_generator.py', 'w') as f:
    f.writelines(lines)
print('Done')
PYEOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Inserted at line 187
Done


Now update the AI prompt to explicitly require internal backlinking:

ssh carl "grep -n 'CRITICAL\|MUST\|href\|backlink\|internal' /opt/ghc20/backend/app/services/blog_generator.py | head -20" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
187:                deal_text += f"\n  DEAL URL (use this exact URL in ): {deal_url}"
191:                deal_text += f"\n  GHC PAGE URL (MUST include a \"See this deal on GottaHaveCoups\" link pointing here): {ghc_url}"
202:**CRITICAL FORMATTING RULES - MUST FOLLOW EXACTLY:**
215:4. **CRITICAL DEAL FORMATTING** - Each deal MUST follow this EXACT structure:
217:
Product Title

221:   ⚠ CRITICAL: The  tag MUST be INSIDE the
 tag (after the opening
, before the text)!
226:   - MUST use
Title
 - The product title MUST be a clickable link inside an
 tag
227:   - MUST use the EXACT deal URL provided above (look for "URL: [link]" in the deal data)
228:   - MUST use the EXACT image URL provided above (look for "Image: [link]" in the deal data)
230:   **CRITICAL IMAGE URL RULES - EACH DEAL MUST USE ITS OWN UNIQUE IMAGE:**
250:
12-Pack 12-Oz Dr Pepper Blackberry Zero Sugar Soda 3 for $15.10

255:
8Bitdo Micro Bluetooth Gamepad $14.70

366:8. Keep all HTML tags intact (
,
,
, , ,
,
)
372:CRITICAL: Preserve ALL HTML structure, links, and image tags exactly as they appear.
451:        # Find all
...
 followed by

452:        # Pattern:
...followed by...<img src="(IMAGE_URL)"
453:        pattern = r'
]*>.*?
\s*
<img src="([^"]+)"'
477:        Finds all  tags and converts Amazon URLs.
479:        # Pattern to match href="..." in anchor tags
480:        href_pattern = r'href="([^"]*amazon\.com[^"]*)"'


ssh carl "sed -n '215,235p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
4. **CRITICAL DEAL FORMATTING** - Each deal MUST follow this EXACT structure:

Product Title

   Product description with text wrapping naturally around the image. 2-3 sentences about features and value.

   ⚠ CRITICAL: The  tag MUST be INSIDE the
 tag (after the opening
, before the text)!
   ❌ WRONG:
...
  Text here
   ✅ CORRECT:
...

 Text here

   **MANDATORY REQUIREMENTS FOR EACH DEAL:**
   - MUST use
Title
 - The product title MUST be a clickable link inside an
 tag
   - MUST use the EXACT deal URL provided above (look for "URL: [link]" in the deal data)
   - MUST use the EXACT image URL provided above (look for "Image: [link]" in the deal data)

   **CRITICAL IMAGE URL RULES - EACH DEAL MUST USE ITS OWN UNIQUE IMAGE:**
   - For DEAL #1, use the "IMAGE URL" listed under DEAL #1 ONLY
   - For DEAL #2, use the "IMAGE URL" listed under DEAL #2 ONLY
   - For DEAL #3, use the "IMAGE URL" listed under DEAL #3 ONLY
   - And so on... EACH DEAL HAS ITS OWN SPECIFIC IMAGE URL
   - DO NOT reuse the same image URL for multiple deals


ssh carl "sudo python3 << 'PYEOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'r') as f:
    content = f.read()

old = '''   **MANDATORY REQUIREMENTS FOR EACH DEAL:**
   - MUST use
Title
 - The product title MUST be a clickable link inside an
 tag
   - MUST use the EXACT deal URL provided above (look for \"URL: [link]\" in the deal data)
   - MUST use the EXACT image URL provided above (look for \"Image: [link]\" in the deal data)'''

new = '''   **MANDATORY REQUIREMENTS FOR EACH DEAL:**
   - MUST use
Title
 - The product title MUST be a clickable link inside an
 tag
   - MUST use the EXACT deal URL provided above (look for \"URL: [link]\" in the deal data)
   - MUST use the EXACT image URL provided above (look for \"Image: [link]\" in the deal data)
   - MUST include an internal backlink to GottaHaveCoups for each deal using the GHC PAGE URL provided:
     See this deal on GottaHaveCoups
     Place this AFTER the product description paragraph. This is required for SEO.'''

if old in content:
    content = content.replace(old, new)
    with open('/opt/ghc20/backend/app/services/blog_generator.py', 'w') as f:
        f.write(content)
    print('Prompt updated with backlink requirement')
else:
    print('Pattern not found - checking...')
    idx = content.find('MANDATORY REQUIREMENTS FOR EACH DEAL')
    print(repr(content[idx:idx+300]))
PYEOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Prompt updated with backlink requirement


Now add a post-processing step that injects backlinks even if the AI misses them:

ssh carl "grep -n 'def _fix_image\|def _post_process\|def _inject\|def generate_deal_roundup' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
54:    async def generate_deal_roundup(
439:    def _fix_image_urls(self, html_content: str, deals: List[Dict]) -> str:


ssh carl "sed -n '435,445p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.

        fixed_html = re.sub(pattern, wrap_image, html_content, flags=re.DOTALL)
        return fixed_html

    def _fix_image_urls(self, html_content: str, deals: List[Dict]) -> str:
        """
        Post-process HTML to fix incorrect image URLs.
        The LLM often uses the wrong image for deals, so we match by product URL and fix it.
        """
        # Build a mapping of deal URLs to their correct image URLs
        url_to_image = {}


ssh carl "tail -30 /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.

            return self._parse_ai_response(content, None, "spotlight")

        except Exception as e:
            logger.error(f"Failed to generate deal spotlight: {e}")

            # Fallback content
            title = f"Deal Spotlight: {deal.get('title', 'Amazing Deal')}"
            excerpt = f"Check out this amazing deal on {deal.get('title', 'a great product')} from {deal.get('store_name', 'a top retailer')}!"

            content = f"""

{title}

We've found an exceptional deal that we couldn't wait to share with you!

{deal.get('title', 'This product')} is now available from
            {deal.get('store_name', 'a top retailer')} at an incredible price of just
            ${deal.get('price', 'N/A')}.

{deal.get('description', 'This is a fantastic opportunity to save on a quality product.')}

Don't miss out on this deal - check it out now!

            """

            return {
                "title": title,
                "excerpt": excerpt,
                "content": content,
                "meta_description": excerpt[:160],
            }


ssh carl "grep -n 'def _fix_image_urls\|return fixed_html\|_fix_image_urls\|_inject' /opt/ghc20/backend/app/services/blog_generator.py | tail -15" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
100:                result['content'] = self._fix_image_urls(result['content'], deals)
437:        return fixed_html
439:    def _fix_image_urls(self, html_content: str, deals: List[Dict]) -> str:
475:        return fixed_html


ssh carl "sed -n '98,104p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
                result['content'] = self._fix_orphaned_images(result['content'])
                # Fix incorrect image URLs (match to correct products)
                result['content'] = self._fix_image_urls(result['content'], deals)

                # Humanize the content to make it read more naturally
                if self.use_gemini:
                    logger.info("Running humanizer pass on generated content...")


I'll add a `_inject_internal_backlinks` call right after `_fix_image_urls`:

ssh carl "sudo python3 << 'PYEOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'r') as f:
    content = f.read()

# Add the inject call after _fix_image_urls
old = '                result[\'content\'] = self._fix_image_urls(result[\'content\'], deals)\n\n                # Humanize the content'
new = '                result[\'content\'] = self._fix_image_urls(result[\'content\'], deals)\n                # Inject internal backlinks for SEO\n                result[\'content\'] = self._inject_internal_backlinks(result[\'content\'], deals)\n\n                # Humanize the content'

if old in content:
    content = content.replace(old, new)
    with open('/opt/ghc20/backend/app/services/blog_generator.py', 'w') as f:
        f.write(content)
    print('Inject call added')
else:
    print('Pattern not found')
PYEOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Inject call added


Now add the actual method at the end of the class:

ssh carl "sudo python3 << 'PYEOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'r') as f:
    content = f.read()

new_method = '''
    def _inject_internal_backlinks(self, html_content: str, deals: list) -> str:
        """
        Post-process HTML to guarantee internal backlinks to GottaHaveCoups deal pages.
        For each deal, find its section and ensure a GHC backlink exists.
        If the AI already added one, leave it. If not, inject it after the first
 for that deal.
        """
        import re

        for deal in deals:
            deal_id = deal.get(\'id\')
            if not deal_id:
                continue
            ghc_url = f\'https://gottahavecoups.com/deal/{deal_id}\'
            title = (deal.get(\'title\') or \'\')[:60]

            # Check if backlink already exists in content
            if ghc_url in html_content:
                continue  # Already linked, skip

            # Find the deal's section by looking for affiliate link or product title fragment
            deal_url = deal.get(\'deal_url\', \'\') or \'\'
            amazon_asin = \'\'
            asin_match = re.search(r\'/dp/([A-Z0-9]{10})\', deal_url)
            if asin_match:
                amazon_asin = asin_match.group(1)

            # Try to find where this deal appears in content
            insertion_point = -1
            if amazon_asin and amazon_asin in html_content:
                # Find the
 after the ASIN reference and insert backlink there
                idx = html_content.find(amazon_asin)
                close_p = html_content.find(\'
\', idx)
                if close_p != -1:
                    insertion_point = close_p + 4  # after

            elif title[:30] in html_content:
                idx = html_content.find(title[:30])
                close_p = html_content.find(\'
\', idx)
                if close_p != -1:
                    insertion_point = close_p + 4

            backlink = (
                f\'
\'
                f\'👉 \'
                f\'See this deal on GottaHaveCoups
\'
            )

            if insertion_point > 0:
                html_content = html_content[:insertion_point] + backlink + html_content[insertion_point:]

        return html_content
'''

# Insert before the last method _fix_image_urls or at end of class
# Find a good insertion point - before _fix_image_urls
if \'    def _fix_image_urls\' in content:
    content = content.replace(\'    def _fix_image_urls\', new_method + \'    def _fix_image_urls\')
    with open(\'/opt/ghc20/backend/app/services/blog_generator.py\', \'w\') as f:
        f.write(content)
    print(\'Method added\')
else:
    print(\'Insertion point not found\')
PYEOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
/bin/bash: line 7: warning: here-document at line 1 delimited by end-of-file (wanted `PYEOF')
  File "<stdin>", line 4
    new_method = '''
                 ^
SyntaxError: unterminated triple-quoted string literal (detected at line 6)
/bin/bash: line 8: Post-process: command not found
/bin/bash: line 9: For: command not found
/bin/bash: line 10: p: No such file or directory
/bin/bash: line 47:
        import re

        for deal in deals:
            deal_id = deal.get(\'id\')
            if not deal_id:
                continue
            ghc_url = f\'https://gottahavecoups.com/deal/{deal_id}\'
            title = (deal.get(\'title\') or \'\')[:60]

            # Check if backlink already exists in content
            if ghc_url in html_content:
                continue  # Already linked, skip

            # Find the deal's section by looking for affiliate link or product title fragment
            deal_url = deal.get(\'deal_url\', \'\') or \'\'
            amazon_asin = \'\'
            asin_match = re.search(r\'/dp/([A-Z0-9]{10})\', deal_url)
            if asin_match:
                amazon_asin = asin_match.group(1)

            # Try to find where this deal appears in content
            insertion_point = -1
            if amazon_asin and amazon_asin in html_content:
                # Find the
 after the ASIN reference and insert backlink there
                idx = html_content.find(amazon_asin)
                close_p = html_content.find(\'
\', idx)
                if close_p != -1:
                    insertion_point = close_p + 4  # after

            elif title[:30] in html_content:
                idx = html_content.find(title[:30])
                close_p = html_content.find(\'
\', idx)
                if close_p != -1:
                    insertion_point = close_p + 4

            backlink = (
                f\'
\\\'\n                f\\\'👉 <a href={ghc_url} title=See': command not found

(Command exited with code 127)


# Write the method to a temp file on Carl instead
cat > /tmp/inject_backlinks_method.py << 'LOCALEOF'
    def _inject_internal_backlinks(self, html_content: str, deals: list) -> str:
        """Post-process HTML to guarantee internal GottaHaveCoups backlinks for SEO."""
        import re

        for deal in deals:
            deal_id = deal.get('id')
            if not deal_id:
                continue
            ghc_url = "https://gottahavecoups.com/deal/" + str(deal_id)

            # Skip if backlink already present
            if ghc_url in html_content:
                continue

            # Find deal section via Amazon ASIN
            deal_url = deal.get('deal_url', '') or ''
            asin_match = re.search(r'/dp/([A-Z0-9]{10})', deal_url)
            insertion_point = -1

            if asin_match and asin_match.group(1) in html_content:
                idx = html_content.find(asin_match.group(1))
                close_p = html_content.find('
', idx)
                if close_p != -1:
                    insertion_point = close_p + 4
            else:
                title_frag = (deal.get('title') or '')[:30]
                if title_frag and title_frag in html_content:
                    idx = html_content.find(title_frag)
                    close_p = html_content.find('
', idx)
                    if close_p != -1:
                        insertion_point = close_p + 4

            if insertion_point > 0:
                backlink = (
                    '
'
                    + '👉 '
                    + 'See this deal on GottaHaveCoups
'
                )
                html_content = html_content[:insertion_point] + backlink + html_content[insertion_point:]

        return html_content

LOCALEOF
echo "Local file written"


Local file written


scp /tmp/inject_backlinks_method.py carl:/tmp/inject_backlinks_method.py

ssh carl "sudo python3 << 'EOF'
method_code = open('/tmp/inject_backlinks_method.py').read()

with open('/opt/ghc20/backend/app/services/blog_generator.py', 'r') as f:
    content = f.read()

if '_inject_internal_backlinks' in content and 'def _inject_internal_backlinks' not in content:
    # Call exists but method doesn't - insert method before _fix_image_urls
    marker = '    def _fix_image_urls'
    if marker in content:
        content = content.replace(marker, method_code + '\n' + marker)
        with open('/opt/ghc20/backend/app/services/blog_generator.py', 'w') as f:
            f.write(content)
        print('Method inserted')
    else:
        print('Marker not found')
elif 'def _inject_internal_backlinks' in content:
    print('Method already exists')
else:
    print('Neither call nor method found')
EOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Method inserted


# Restart the backend to pick up changes
ssh carl "sudo systemctl restart ghc20-backend && sleep 3 && systemctl is-active ghc20-backend" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
activating

(Command exited with code 3)


sleep 5 && ssh carl "systemctl is-active ghc20-backend && echo OK || journalctl -u ghc20-backend --no-pager -n 15" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
activating
Hint: You are currently not seeing messages from other users and the system.
      Users in groups 'adm', 'systemd-journal' can see all messages.
      Pass -q to turn off this notice.
-- No entries --


sleep 5 && ssh carl "systemctl is-active ghc20-backend" 2>&1


ssh carl "sudo journalctl -u ghc20-backend --no-pager -n 20" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Feb 19 01:26:51 carl ghc20-backend[1792102]:   File "<frozen importlib._bootstrap_external>", line 940, in exec_module
Feb 19 01:26:51 carl ghc20-backend[1792102]:   File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
Feb 19 01:26:51 carl ghc20-backend[1792102]:   File "/opt/ghc20/backend/app/main.py", line 93, in <module>
Feb 19 01:26:51 carl ghc20-backend[1792102]:     from app.api.endpoints import deals, categories, search, retailers, newsletter, rss, admin, blog, daily_roundup, qa, share, system_health
Feb 19 01:26:51 carl ghc20-backend[1792102]:   File "/opt/ghc20/backend/app/api/endpoints/blog.py", line 21, in <module>
Feb 19 01:26:51 carl ghc20-backend[1792102]:     from app.services.blog_generator import BlogPostGenerator
Feb 19 01:26:51 carl ghc20-backend[1792102]:   File "/opt/ghc20/backend/app/services/blog_generator.py", line 187
Feb 19 01:26:51 carl ghc20-backend[1792102]:     deal_id = deal.get("id", "")
Feb 19 01:26:51 carl ghc20-backend[1792102]:     ^^^^^^^
Feb 19 01:26:51 carl ghc20-backend[1792102]: IndentationError: expected an indented block after 'if' statement on line 186
Feb 19 01:26:51 carl ghc20-backend[1792102]: [2026-02-19 01:26:51 +0000] [1792102] [INFO] Worker exiting (pid: 1792102)
Feb 19 01:26:52 carl ghc20-backend[1792098]: [2026-02-19 01:26:52 +0000] [1792098] [ERROR] Worker (pid:1792100) exited with code 3
Feb 19 01:26:52 carl ghc20-backend[1792098]: [2026-02-19 01:26:52 +0000] [1792098] [ERROR] Worker (pid:1792103) was sent SIGTERM!
Feb 19 01:26:52 carl ghc20-backend[1792098]: [2026-02-19 01:26:52 +0000] [1792098] [ERROR] Worker (pid:1792102) was sent SIGTERM!
Feb 19 01:26:52 carl ghc20-backend[1792098]: [2026-02-19 01:26:52 +0000] [1792098] [ERROR] Worker (pid:1792101) was sent SIGTERM!
Feb 19 01:26:52 carl ghc20-backend[1792098]: [2026-02-19 01:26:52 +0000] [1792098] [ERROR] Shutting down: Master
Feb 19 01:26:52 carl ghc20-backend[1792098]: [2026-02-19 01:26:52 +0000] [1792098] [ERROR] Reason: Worker failed to boot.
Feb 19 01:26:52 carl systemd[1]: ghc20-backend.service: Main process exited, code=exited, status=3/NOTIMPLEMENTED
Feb 19 01:26:52 carl systemd[1]: ghc20-backend.service: Failed with result 'exit-code'.
Feb 19 01:26:52 carl systemd[1]: ghc20-backend.service: Consumed 3.897s CPU time.


Indentation error from my earlier insertion. Let me fix it directly:

ssh carl "sed -n '183,195p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
                deal_text += f"\n  Original Price: ${original_price}"
            if discount_pct:
                deal_text += f"\n  Discount: {discount_pct}% off"
            if deal_url:
            deal_id = deal.get("id", "")
            ghc_url = f"https://gottahavecoups.com/deal/{deal_id}" if deal_id else ""
                deal_text += f"\n  DEAL URL (use this exact URL in <a href>): {deal_url}"
            if image_url:
                deal_text += f"\n  IMAGE URL (use this exact URL for THIS deal only): {image_url}"
            if ghc_url:
                deal_text += f"\n  GHC PAGE URL (MUST include a \"See this deal on GottaHaveCoups\" link pointing here): {ghc_url}"

            deals_list.append(deal_text)


ssh carl "sudo python3 << 'EOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'r') as f:
    lines = f.readlines()

# Find and fix the broken block around line 186-195
new_block = [
    '            if deal_url:\n',
    '                deal_text += f\"\\n  DEAL URL (use this exact URL in <a href>): {deal_url}\"\n',
    '            deal_id = deal.get(\"id\", \"\")\n',
    '            ghc_url = f\"https://gottahavecoups.com/deal/{deal_id}\" if deal_id else \"\"\n',
    '            if ghc_url:\n',
    '                deal_text += f\"\\n  GHC PAGE URL (MUST include a See this deal on GottaHaveCoups link pointing here): {ghc_url}\"\n',
    '            if image_url:\n',
    '                deal_text += f\"\\n  IMAGE URL (use this exact URL for THIS deal only): {image_url}\"\n',
]

# Find the broken region
start = None
for i, line in enumerate(lines):
    if 'if deal_url:' in line and i+1 < len(lines) and 'deal_id = deal.get' in lines[i+1]:
        start = i
        break

if start is not None:
    # Replace lines start through start+7
    lines[start:start+8] = new_block
    with open('/opt/ghc20/backend/app/services/blog_generator.py', 'w') as f:
        f.writelines(lines)
    print('Fixed indentation at line', start+1)
else:
    print('Could not find broken region')
    # Show context
    for i, l in enumerate(lines[183:198], 184):
        print(i, repr(l))
EOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Fixed indentation at line 186


ssh carl "python3 -c 'import ast; ast.parse(open(\"/opt/ghc20/backend/app/services/blog_generator.py\").read()); print(\"Syntax OK\")'" 2>&1
ssh carl "sudo systemctl restart ghc20-backend && sleep 4 && systemctl is-active ghc20-backend" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/usr/lib/python3.10/ast.py", line 50, in parse
    return compile(source, filename, mode, flags,
  File "<unknown>", line 187
    deal_text += f"
                 ^
SyntaxError: unterminated string literal (detected at line 187)
Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
activating

(Command exited with code 3)


ssh carl "sed -n '185,195p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
                deal_text += f"\n  Discount: {discount_pct}% off"
            if deal_url:
                deal_text += f"
  DEAL URL (use this exact URL in <a href>): {deal_url}"
            deal_id = deal.get("id", "")
            ghc_url = f"https://gottahavecoups.com/deal/{deal_id}" if deal_id else ""
            if ghc_url:
                deal_text += f"
  GHC PAGE URL (MUST include a See this deal on GottaHaveCoups link pointing here): {ghc_url}"
            if image_url:
                deal_text += f"


The `\n` in the f-strings got interpreted as actual newlines again. Let me fix this directly with a Python binary write:

ssh carl "sudo python3 << 'EOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'rb') as f:
    content = f.read()

# Fix all broken newline-in-string issues in this block
import re

# Fix the DEAL URL line
content = content.replace(
    b'deal_text += f\"\n  DEAL URL (use this exact URL in <a href>): {deal_url}\"',
    b'deal_text += \"\\\\n  DEAL URL (use this exact URL in <a href>): \" + str(deal_url)'
)
# Fix the GHC PAGE URL line
content = content.replace(
    b'deal_text += f\"\n  GHC PAGE URL (MUST include a See this deal on GottaHaveCoups link pointing here): {ghc_url}\"',
    b'deal_text += \"\\\\n  GHC PAGE URL (MUST include a See this deal on GottaHaveCoups link here): \" + str(ghc_url)'
)

with open('/opt/ghc20/backend/app/services/blog_generator.py', 'wb') as f:
    f.write(content)
print('Binary fix applied')
EOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Binary fix applied


ssh carl "python3 -c 'import ast; ast.parse(open(\"/opt/ghc20/backend/app/services/blog_generator.py\").read()); print(\"Syntax OK\")' && sudo systemctl restart ghc20-backend && sleep 5 && systemctl is-active ghc20-backend" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/usr/lib/python3.10/ast.py", line 50, in parse
    return compile(source, filename, mode, flags,
  File "<unknown>", line 193
    deal_text += f"
                 ^
SyntaxError: unterminated string literal (detected at line 193)

(Command exited with code 1)


ssh carl "sed -n '188,200p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
            deal_id = deal.get("id", "")
            ghc_url = f"https://gottahavecoups.com/deal/{deal_id}" if deal_id else ""
            if ghc_url:
                deal_text += "\n  GHC PAGE URL (MUST include a See this deal on GottaHaveCoups link here): " + str(ghc_url)
            if image_url:
                deal_text += f"
  IMAGE URL (use this exact URL for THIS deal only): {image_url}"

            deals_list.append(deal_text)

        deals_text = "\n".join(deals_list)

        prompt = f"""Write an engaging blog post for "GottaHaveCoups" about this {time_period}'s best deals{category_text}.


Still one more broken string — the IMAGE URL line. Let me fix all remaining broken strings in one shot:

ssh carl "sudo python3 << 'EOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'rb') as f:
    content = f.read()

# Find and fix the IMAGE URL broken line
content = content.replace(
    b'deal_text += f\"\n  IMAGE URL (use this exact URL for THIS deal only): {image_url}\"',
    b'deal_text += \"\\\\n  IMAGE URL (use this exact URL for THIS deal only): \" + str(image_url)'
)

with open('/opt/ghc20/backend/app/services/blog_generator.py', 'wb') as f:
    f.write(content)
print('Fixed IMAGE URL line')
EOF" 2>&1
ssh carl "python3 -c 'import ast; ast.parse(open(\"/opt/ghc20/backend/app/services/blog_generator.py\").read()); print(\"Syntax OK\")'" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Fixed IMAGE URL line
Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Syntax OK


ssh carl "sudo systemctl restart ghc20-backend && sleep 5 && systemctl is-active ghc20-backend" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
active


Backend is back up. Let me verify backlinks are working by generating a quick test post:

ssh carl "curl -s -X POST 'http://localhost:8001/api/v1/blog/generate' \
  -H 'Content-Type: application/json' \
  -d '{\"deal_ids\": [35712, 35697, 35694], \"time_period\": \"daily\"}' | python3 -c \"
import sys, json, re
d = json.load(sys.stdin)
content = d.get('content','')
links = re.findall(r'href=[\\\"\\'](https://gottahavecoups\.com/deal/[^\\\"\\']*)[\\\"\\'\\]', content)
print('Post ID:', d.get('id'))
print('GHC internal links found:', len(links))
for l in links:
    print(' ', l)
\"" 2>&1


Command still running (session rapid-harbor, pid 3778351). Use process (list/poll/log/write/kill/clear/remove) for follow-up.


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Traceback (most recent call last):
  File "<string>", line 5, in <module>
  File "/usr/lib/python3.10/re.py", line 240, in findall
    return _compile(pattern, flags).findall(string)
  File "/usr/lib/python3.10/re.py", line 303, in _compile
    p = sre_compile.compile(pattern, flags)
  File "/usr/lib/python3.10/sre_compile.py", line 788, in compile
    p = sre_parse.parse(p, flags)
  File "/usr/lib/python3.10/sre_parse.py", line 955, in parse
    p = _parse_sub(source, state, flags & SRE_FLAG_VERBOSE, 0)
  File "/usr/lib/python3.10/sre_parse.py", line 444, in _parse_sub
    itemsappend(_parse(source, state, verbose, nested + 1,
  File "/usr/lib/python3.10/sre_parse.py", line 550, in _parse
    raise source.error("unterminated character set",
re.error: unterminated character set at position 52

Process exited with code 1.


exec

ssh carl "curl -s -X POST 'http://localhost:8001/api/v1/blog/generate' \
  -H 'Content-Type: application/json' \
  -d '{\"deal_ids\": [35712, 35697, 35694], \"time_period\": \"daily\"}' | python3 -c \"
import sys, json, re
d = json.load(sys.stdin)
content = d.get('content','')
links = re.findall(r'href=[\\\"\\x27](https://gottahavecoups[^\\\"\\x27]*)', content)
print('Post ID:', d.get('id'))
print('Title:', d.get('title','?')[:60])
print('GHC internal links found:', len(links))
for l in links:
    print(' ', l[:80])
if not links:
    print('SAMPLE:', content[:300])
\"" 2>&1


Command still running (session oceanic-otter, pid 3782934). Use process (list/poll/log/write/kill/clear/remove) for follow-up.


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Post ID: 167
Title: 🔥 Moon Lamps & Skechers Steals! Your Daily Dose of Deals is
GHC internal links found: 0
SAMPLE:
Your Daily Deal Drop: Don't Miss These Savings!

Hey fellow deal hunters! Your favorite daily savings alert is back, and honestly, we've got some pretty fantastic stuff lined up for you today. Get ready to fill those virtual carts and snag some incredible bargains that are seriously hard to

Process exited with code 0.


exec

# Check if the _inject_internal_backlinks is being called and what's in content
ssh carl "curl -s 'http://localhost:8001/api/v1/blog/167' | python3 -c \"
import sys, json
d = json.load(sys.stdin)
c = d.get('content','')
print('gottahavecoups in content:', 'gottahavecoups' in c.lower())
print('See this deal in content:', 'See this deal' in c)
# Show last 500 chars
print('END OF CONTENT:')
print(c[-500:])
\"" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
gottahavecoups in content: True
See this deal in content: True
END OF CONTENT:
tless everyday style.

Collector's Item: If you're a fan of the IT movies or NECA figures in general, this Pennywise is a fantastic deal. It's always a good idea to check reviews to get a sense of the quality and articulation before you commit!

Don't Wait, Grab These Deals Now!

Wow, what an impressive lineup of savings we've found! These deals are simply too good to last, so make sure you act fast. Happy shopping from your friends at GottaHaveCoups!


ssh carl "curl -s 'http://localhost:8001/api/v1/blog/167' | python3 -c \"
import sys, json, re
d = json.load(sys.stdin)
c = d.get('content','')
# Find all gottahavecoups links
links = [m.group(0) for m in re.finditer(r'href=[\\x22\\x27][^\\x22\\x27]*gottahavecoups[^\\x22\\x27]*[\\x22\\x27]', c)]
print('GHC links:', links)
# Find See this deal
idx = c.find('See this deal')
if idx >= 0:
    print('Context:', c[max(0,idx-50):idx+150])
\"" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
GHC links: []
Context: ode=ur2&tag=chelseaschn0b-20&smid=A3VI60D6RH3HL6">See this deal on GottaHaveCoups

Fashion & Footwear

<a href="https://www.walmart.com/ip/Skechers-Women-s-SKECH-LITE-PRO-2-0-EVER


The "See this deal on GottaHaveCoups" text is there but it's pointing to an Amazon URL instead of the GHC URL. The AI is generating the text correctly but using the affiliate link instead of the GHC internal URL. This is because the AI is confused - it sees both the deal URL and the GHC URL and is using the deal URL for the "See this deal on GottaHaveCoups" link.

The `_inject_internal_backlinks` post-processing function should have caught this and injected the proper GHC URL. But since the AI already inserted a link with the "See this deal on GottaHaveCoups" text, the function might not be finding the GHC URL in the content (which it isn't - it's using Amazon URL), and trying to inject after </p>.

The real problem is that the AI has already embedded the link text with the wrong URL, so even though the injection function tries to add the correct GHC link after the ASIN paragraph, the duplicate link text is already there pointing to Amazon.

I need to fix this by post-processing the content to find any links with the text "See this deal on GottaHaveCoups" and replace their href with the correct GHC URL for that specific deal. I see the real issue now—the AI is correctly inserting "See this deal on GottaHaveCoups" text but pointing it to the Amazon affiliate URL instead of the GHC URL. I need to post-process the output and swap those Amazon links with the proper GHC backlinks for each deal. I'll count the "See this deal on GottaHaveCoups" links in the generated content and replace them sequentially with the correct GHC URLs.

The AI is generating the "See this deal on GottaHaveCoups" text but pointing it to the Amazon URL. I need the post-processor to fix those hrefs:

cat > /tmp/fix_backlinks.py << 'EOF'
import re

def fix_backlinks(html_content, deals):
    """Replace wrong hrefs on 'See this deal on GottaHaveCoups' links with correct GHC URLs."""
    ghc_urls = [
        "https://gottahavecoups.com/deal/" + str(d.get('id'))
        for d in deals if d.get('id')
    ]

    # Pattern: See this deal on GottaHaveCoups
    pattern = re.compile(
        r']*>See this deal on GottaHaveCoups',
        re.IGNORECASE
    )
    matches = list(pattern.finditer(html_content))

    # Replace each match in order with the corresponding GHC URL
    offset = 0
    for i, m in enumerate(matches):
        if i >= len(ghc_urls):
            break
        ghc_url = ghc_urls[i]
        replacement = f'See this deal on GottaHaveCoups'
        start = m.start() + offset
        end = m.end() + offset
        html_content = html_content[:start] + replacement + html_content[end:]
        offset += len(replacement) - (m.end() - m.start())

    # Also inject any missing GHC links for deals that weren't linked
    linked_ghc = set(re.findall(r'href="(https://gottahavecoups\.com/deal/\d+)"', html_content))
    for deal in deals:
        deal_id = deal.get('id')
        if not deal_id:
            continue
        ghc_url = "https://gottahavecoups.com/deal/" + str(deal_id)
        if ghc_url in linked_ghc:
            continue
        # Find the deal by ASIN and inject after its first

        deal_url = deal.get('deal_url', '') or ''
        asin_m = re.search(r'/dp/([A-Z0-9]{10})', deal_url)
        insertion_point = -1
        if asin_m and asin_m.group(1) in html_content:
            idx = html_content.find(asin_m.group(1))
            cp = html_content.find('
', idx)
            if cp != -1:
                insertion_point = cp + 4
        if insertion_point > 0:
            backlink = (
                '
'
                '👉 See this deal on GottaHaveCoups
'
            )
            html_content = html_content[:insertion_point] + backlink + html_content[insertion_point:]

    return html_content

# Test
test_html = '
See this deal on GottaHaveCoups
'
deals = [{'id': 99, 'deal_url': 'https://amazon.com/dp/B01ABCDEFG'}]
result = fix_backlinks(test_html, deals)
print("Contains GHC link:", 'gottahavecoups.com/deal/99' in result)
print(result)
EOF
python3 /tmp/fix_backlinks.py


Contains GHC link: True

See this deal on GottaHaveCoups


Logic works. Now replace the `_inject_internal_backlinks` method on Carl with this cleaner version:

scp /tmp/fix_backlinks.py carl:/tmp/fix_backlinks.py

ssh carl "sudo python3 << 'EOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'r') as f:
    content = f.read()

# Find and replace the _inject_internal_backlinks method
import re
pattern = r'    def _inject_internal_backlinks\(self.*?(?=\n    def )'
new_method = open('/tmp/fix_backlinks.py').read()

# Convert to a class method
new_method_lines = []
for line in new_method.split('\n'):
    if line.startswith('def fix_backlinks('):
        new_method_lines.append('    def _inject_internal_backlinks(self, html_content: str, deals: list) -> str:')
    elif line.startswith('    ') or line == '':
        new_method_lines.append(line)
    elif line.startswith('#'):
        pass  # skip test section
    elif line.startswith('test_') or line.startswith('deals =') or line.startswith('result') or line.startswith('print('):
        pass
    else:
        new_method_lines.append('    ' + line)

new_method_str = '\n'.join(new_method_lines) + '\n\n'

match = re.search(pattern, content, re.DOTALL)
if match:
    content = content[:match.start()] + new_method_str + content[match.end():]
    with open('/opt/ghc20/backend/app/services/blog_generator.py', 'w') as f:
        f.write(content)
    print('Method replaced')
else:
    print('Method pattern not found')
EOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Method replaced


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/usr/lib/python3.10/ast.py", line 50, in parse
    return compile(source, filename, mode, flags,
  File "<unknown>", line 444
    """Replace wrong hrefs on 'See this deal on GottaHaveCoups' links with correct GHC URLs."""
    ^
IndentationError: expected an indented block after function definition on line 443

(Command exited with code 1)


ssh carl "sed -n '440,450p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.

    import re

    def _inject_internal_backlinks(self, html_content: str, deals: list) -> str:
    """Replace wrong hrefs on 'See this deal on GottaHaveCoups' links with correct GHC URLs."""
    ghc_urls = [
        "https://gottahavecoups.com/deal/" + str(d.get('id'))
        for d in deals if d.get('id')
    ]

    # Pattern: See this deal on GottaHaveCoups


The indentation got off. Let me just write the whole method cleanly using a heredoc approach from the local side:

ssh carl "sudo python3 << 'EOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'r') as f:
    lines = f.readlines()

# Find the broken method
start = None
end = None
for i, line in enumerate(lines):
    if 'def _inject_internal_backlinks' in line:
        start = i
    if start and i > start and line.startswith('    def ') and '_inject' not in line:
        end = i
        break

print(f'Method: lines {start} to {end}')

new_method = [
    '    def _inject_internal_backlinks(self, html_content: str, deals: list) -> str:\n',
    '        \"\"\"Fix GHC backlinks in generated blog content.\"\"\"\n',
    '        import re\n',
    '        ghc_urls = [\n',
    '            \"https://gottahavecoups.com/deal/\" + str(d.get(\"id\"))\n',
    '            for d in deals if d.get(\"id\")\n',
    '        ]\n',
    '        pattern = re.compile(\n',
    '            r\']*>See this deal on GottaHaveCoups\',\n',
    '            re.IGNORECASE\n',
    '        )\n',
    '        matches = list(pattern.finditer(html_content))\n',
    '        offset = 0\n',
    '        for i, m in enumerate(matches):\n',
    '            if i >= len(ghc_urls):\n',
    '                break\n',
    '            ghc_url = ghc_urls[i]\n',
    '            replacement = f\'See this deal on GottaHaveCoups\'\n',
    '            s = m.start() + offset\n',
    '            e = m.end() + offset\n',
    '            html_content = html_content[:s] + replacement + html_content[e:]\n',
    '            offset += len(replacement) - (m.end() - m.start())\n',
    '        linked = set(re.findall(r\'href=\"(https://gottahavecoups\\.com/deal/\\d+)\"\', html_content))\n',
    '        for deal in deals:\n',
    '            did = deal.get(\"id\")\n',
    '            if not did:\n',
    '                continue\n',
    '            ghc_url = \"https://gottahavecoups.com/deal/\" + str(did)\n',
    '            if ghc_url in linked:\n',
    '                continue\n',
    '            deal_url = deal.get(\"deal_url\", \"\") or \"\"\n',
    '            asin_m = re.search(r\"/dp/([A-Z0-9]{10})\", deal_url)\n',
    '            if asin_m and asin_m.group(1) in html_content:\n',
    '                idx = html_content.find(asin_m.group(1))\n',
    '                cp = html_content.find(\"
\", idx)\n',
    '                if cp != -1:\n',
    '                    bl = (\'
👉 \'\n',
    '                          f\'See this deal on GottaHaveCoups
\')\n',
    '                    html_content = html_content[:cp+4] + bl + html_content[cp+4:]\n',
    '        return html_content\n',
    '\n',
]

if start is not None and end is not None:
    lines[start:end] = new_method
    with open('/opt/ghc20/backend/app/services/blog_generator.py', 'w') as f:
        f.writelines(lines)
    print('Method rewritten cleanly')
else:
    print('Could not find method bounds')
EOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
  File "<stdin>", line 25
    '            r\'<a\s+href=["\\'\'][^"\\'\\']*["\\'\'][^>]*>See this deal on GottaHaveCoups</a>\',\n',
                                    ^
SyntaxError: unexpected character after line continuation character

(Command exited with code 1)


# Write the new method to a clean Python file and SCP it up
cat > /tmp/new_method.txt << 'PYEOF'
    def _inject_internal_backlinks(self, html_content: str, deals: list) -> str:
        """Fix GHC internal backlinks in generated blog content for SEO."""
        import re

        ghc_urls = [
            "https://gottahavecoups.com/deal/" + str(d.get("id"))
            for d in deals if d.get("id")
        ]

        # Fix existing 'See this deal on GottaHaveCoups' links that point to wrong URL
        pattern = re.compile(r']+>See this deal on GottaHaveCoups', re.IGNORECASE)
        matches = list(pattern.finditer(html_content))
        offset = 0
        for i, m in enumerate(matches):
            if i >= len(ghc_urls):
                break
            replacement = 'See this deal on GottaHaveCoups'
            s = m.start() + offset
            e = m.end() + offset
            html_content = html_content[:s] + replacement + html_content[e:]
            offset += len(replacement) - (e - s)

        # Inject backlinks for any deals that have no GHC link at all
        linked = set(re.findall(r'href="(https://gottahavecoups\.com/deal/\d+)"', html_content))
        for deal in deals:
            did = deal.get("id")
            if not did:
                continue
            ghc_url = "https://gottahavecoups.com/deal/" + str(did)
            if ghc_url in linked:
                continue
            deal_url = deal.get("deal_url", "") or ""
            asin_m = re.search(r"/dp/([A-Z0-9]{10})", deal_url)
            if asin_m and asin_m.group(1) in html_content:
                idx = html_content.find(asin_m.group(1))
                cp = html_content.find("
", idx)
                if cp != -1:
                    bl = ('
👉 '
                          'See this deal on GottaHaveCoups
')
                    html_content = html_content[:cp + 4] + bl + html_content[cp + 4:]

        return html_content

PYEOF
scp /tmp/new_method.txt carl:/tmp/new_method.txt
echo "Copied"


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Copied


ssh carl "sudo python3 << 'EOF'
with open('/opt/ghc20/backend/app/services/blog_generator.py', 'r') as f:
    lines = f.readlines()

new_method_text = open('/tmp/new_method.txt').read()
new_method_lines = new_method_text.splitlines(keepends=True)

start = None
end = None
for i, line in enumerate(lines):
    if 'def _inject_internal_backlinks' in line:
        start = i
    if start is not None and i > start and line.startswith('    def ') and '_inject' not in line:
        end = i
        break

print(f'Replacing lines {start+1} to {end}')
if start is not None and end is not None:
    lines[start:end] = new_method_lines
    with open('/opt/ghc20/backend/app/services/blog_generator.py', 'w') as f:
        f.writelines(lines)
    print('Done')
else:
    print('Could not find bounds')
    for i,l in enumerate(lines[438:450], 439):
        print(i, repr(l))
EOF" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Replacing lines 443 to 498
Done


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Syntax OK
active


Backend is up. Quick verification:

ssh carl "curl -s -X POST 'http://localhost:8001/api/v1/blog/generate' \
  -H 'Content-Type: application/json' \
  -d '{\"deal_ids\": [35712, 35694], \"time_period\": \"daily\"}' | python3 -c \"
import sys, json, re
d = json.load(sys.stdin)
content = d.get('content','')
links = re.findall(r'href=.(https://gottahavecoups\.com/deal/\d+).', content)
print('Post ID:', d.get('id'))
print('GHC internal links:', len(links))
for l in links:
    print(' ', l)
\"" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
Post ID: 168
GHC internal links: 0


ssh carl "curl -s 'http://localhost:8001/api/v1/blog/168' | python3 -c \"
import sys,json
d=json.load(sys.stdin)
c=d.get('content','')
print('gottahavecoups in content:', 'gottahavecoups' in c.lower())
print('See this deal:', c.lower().count('see this deal'))
# Show one deal section
idx=c.find('<h3>')
print(c[idx:idx+500] if idx>=0 else 'no h3')
\"" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
gottahavecoups in content: True
See this deal: 2

4.8" Logrotate 16 Colors LED Moon Light Night Lamp w/ Stand & Remote Control

🌙 Imagine having your own personal moon right in your room! This 4.8" LED Moon Light Night Lamp is an absolute


ssh carl "curl -s 'http://localhost:8001/api/v1/blog/168' | python3 -c \"
import sys,json,re
d=json.load(sys.stdin)
c=d.get('content','')
# Find See this deal context
for m in re.finditer(r'See this deal on GottaHaveCoups', c, re.IGNORECASE):
    print(c[m.start()-100:m.end()+50])
    print('---')
\"" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
 so grab it before it's gone!

See this deal on GottaHaveCoups

Toys & Collectibles

<a href="h
---
for any IT enthusiast!

See this deal on GottaHaveCoups

Smart Shopping Tips!

<str
---


Hmm, the AI is generating "See this deal on GottaHaveCoups" links, but pointing them to made-up GHC URLs like `https://www.gottahavecoups.com/deals/moon-lamp` instead of `https://gottahavecoups.com/deal/35694`. The `_inject_internal_backlinks` function should have caught these and replaced them, but they don't match the pattern because:
1. The domain is `www.gottahavecoups.com` not `gottahavecoups.com`
2. The path is `/deals/` not `/deal/`

3. The regex is looking for the exact format with deal IDs, but the generated links use slugs instead, so the function doesn't recognize them as GHC links that need fixing.

4. More importantly, I'm passing SQLAlchemy model objects to the injection function but treating them like dictionaries with `.get('id')` - that's why it's failing silently.

ssh carl "sed -n '95,115p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
            # Fix HTML issues (LLM often makes mistakes)
            if result.get('content'):
                # Fix orphaned images (must be wrapped in <p> tags)
                result['content'] = self._fix_orphaned_images(result['content'])
                # Fix incorrect image URLs (match to correct products)
                result['content'] = self._fix_image_urls(result['content'], deals)
                # Inject internal backlinks for SEO
                result['content'] = self._inject_internal_backlinks(result['content'], deals)

                # Humanize the content to make it read more naturally
                if self.use_gemini:
                    logger.info("Running humanizer pass on generated content...")
                    result['content'] = await self._humanize_content(result['content'])

            # Generate collage from deal images
            image_urls = [deal.get('image_url') for deal in deals if deal.get('image_url')]
            if image_urls:
                try:
                    overlay_text = f"{time_period.title()} Roundup"
                    if category:
                        overlay_text = f"{category} {overlay_text}"


ssh carl "sed -n '55,80p' /opt/ghc20/backend/app/services/blog_generator.py" 2>&1


Warning: Permanently added 'carl' (ED25519) to the list of known hosts.
        self,
        category: Optional[str] = None,
        deals: Optional[List[Dict]] = None,
        time_period: str = "weekly",
    ) -> Dict[str, str]:
        """
        Generate a blog post roundup of deals.

        Args:
            category: Optional category to focus on (e.g., "Electronics")
            deals: List of deal dictionaries with title, price, store, etc.
            time_period: "daily", "weekly", or "monthly"

        Returns:
            Dictionary with:
                - title: Blog post title
                - excerpt: Short summary (meta description)
                - content: Full blog post content (HTML)
                - meta_description: SEO meta description
                - image_url: URL to generated collage image
        """
        if not deals:
            logger.warning("No deals provided for blog generation")
            return self._generate_fallback_content(category, time_period)

        try: