The Setup
The first full end-to-end agent run was performed on the NovaBrew Equipment Co. demo dataset after the full pipeline was deployed to Oracle Cloud and the frontend was live on Vercel.
The run was triggered manually via the "Run Agents" button in the dashboard. The pipeline ran autonomously from that point.
What the Pipeline Found
Agent 1 searched the live web for all six NovaBrew suppliers. The Tavily searches for ZhenTech Components (Shenzhen, China) and KorElec Parts (Seoul, South Korea) returned relevant results about real disruptions that were occurring at the time of the run:
- ZhenTech (China): Port congestion at Shenzhen terminals affecting container throughput and creating 2–3 week delays on outbound shipments.
- KorElec (South Korea): Ongoing semiconductor component shortage affecting production capacity and partial delivery fulfillment.
Groq reasoned that both events represented genuine risks for NovaBrew given the specific materials being sourced from each supplier.
The Cascade Agent 2 Traced
From the ZhenTech alert:
- ZhenTech supplies Boiler Chambers to NovaBrew
- Current Boiler Chamber inventory: 28 units (reorder point: 30, safety stock: 12)
- Boiler Chambers are required by: ProBrew X1 (2 per unit), ProBrew X2 (2 per unit)
- Open orders for ProBrew X1 and X2: ORD-2026-019, ORD-2026-021, ORD-2026-024, ORD-2026-030, ORD-2026-032
From the KorElec alert:
- KorElec supplies Pressure Sensors and Control Boards
- Pressure Sensor inventory: 18 units (reorder point: 25)
- Affected products: ProBrew X1, ProBrew X2, GrindMaster Pro