# 📅 Day 5 — Automation, Error Handling, and Final Polish

## 🎯 Goal
Transition the workflow to a **fully automated, production-ready system**.

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## 🧩 Tasks

### 1. Schedule for Automation
- Replace Manual Trigger with **Cron Node**:
0 3 * * * # Runs every day at 3 AM

yaml
Copy code

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### 2. Implement Error Handling
- Create **Error Workflow**:
- Start on Error Trigger
- Slack/Email Node:
  ```
  The Daily Sales Analysis workflow failed. Please check the logs.
  ```

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### 3. Clean Up and Document
- Rename nodes descriptively:
- `Fetch Shopify Orders`
- `Analyze Sentiment in Python`
- `Send Daily Slack Report`
- Add **comments** in Python code.  
- Use **Sticky Notes** in n8n to explain logic visually.

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### 4. Final Test
- Deactivate → Check → Activate.  
- Monitor first automated run.  
- Verify data, summary, and alerts.

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## ✅ Deliverable
- Fully automated, scheduled workflow.  
- Generates daily reports and alerts.  
- Sends failure notifications if workflow breaks.  
- Ready for production deployment.

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## 💡 Solution
- Workflow runs independently every day.  
- Reports, alerts, and error notifications are fully automated.