adding Production links to the root Readme

README.md

@@ -82,7 +82,8 @@ graph TB
 | 🏗️ [Design Choices](docs/design_choices.md) | Technical decisions & rationale |
 | 🎯 [ML Canvas](docs/ML%20Canvas.md) | Requirements engineering framework |
 | ✅ [Testing & Validation](docs/testing_and_validation.md) | QA strategy & results |
-
+| 📊 [Model Card](models/README.md) | Model details & performance |
+| 📊 [Dataset Card](data/README.md) | Dataset details & preprocessing |
 ---
 
 ## Quick Start
@@ -100,7 +101,7 @@ cp .env.example .env
 docker compose -f docker/docker-compose.yml up -d --build
 ```
 
-**Access:**
+**Access (Local):**
 - 🌐 **API Docs**: http://localhost:8080/docs
 - 🖥️ **GUI**: http://localhost:8501
 - ❤️ **Health**: http://localhost:8080/health
@@ -162,11 +163,12 @@ curl -X POST "http://localhost:8080/predict" \
 ---
 
 ## Live Deployment
-
-- **Application**: https://dacrow13-hopcroft-skill-classification.hf.space
+- **API**: https://dacrow13-hopcroft-skill-classification.hf.space/docs
+- **GUI**: https://dacrow13-hopcroft-skill-classification.hf.space
 - **MLflow**: https://dagshub.com/se4ai2526-uniba/Hopcroft/experiments
 - **Prometheus**: https://dacrow13-hopcroft-skill-classification.hf.space/prometheus/
-- **Grafana**: 
+- **Grafana**: https://dacrow13-hopcroft-skill-classification.hf.space/grafana/
+- **Betterstack**: Alerting configured. [Alert System Evidence](monitoring/screenshots)
 
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