As the discussion around Artificial Intelligence shifts from generative hype to financial sustainability, I wanted to build a dedicated tool to track the "bubble status" of AI-related equities.

Instead of spinning up a heavy Kubernetes cluster or paying for expensive enterprise data pipelines, my goal was to build a highly responsive, SEO-optimized, and low-latency metrics dashboard.

Here is the architectural breakdown of how I built AI Stock Bubble Index.

The Architecture: Keeping it Lightweight

To handle real-time financial sentiment and market data without breaking the bank, I adopted a modern JAMstack / Zero-Backend inspired architecture.