Serverless soil monitoring system on GCP ingests sensor data through Cloud Run REST API endpoints protected by Cloud Armor WAF and Cloud Load Balancing. Simulated IoT sensors transmit readings via HTTP to /readings and /status endpoints, with data persisted in Cloud SQL MySQL, archived to Cloud Storage, and cached in Memorystore for low-latency access. Cloud Pub/Sub streams events to BigQuery for analytics while Vertex AI performs soil analysis on cached and archived data, enabling precision agriculture insights. Fork this architecture on Diagrams.so to customize sensor types, add authentication layers, or integrate additional GCP AI services for your IoT monitoring use case. Cloud Monitoring alerts ensure operational visibility across the entire data pipeline from ingestion to machine learning inference.