sBTC Dashboard

About the Project

Inspiration

The rapid evolution of Bitcoin's Layer 2 technologies—especially the emergence of sBTC—sparked our curiosity. As Bitcoin moves closer to becoming fully programmable, there is a growing need for tools that make it easy to monitor and understand its DeFi activity. We noticed a gap in accessible, real-time dashboards that visualize the sBTC ecosystem, and set out to build one.

What It Does

sBTC Dashboard is a live analytics platform that provides key insights into the sBTC ecosystem. It enables users to:

View real-time sBTC transaction metrics
Monitor minting and redemption activity
Analyze historical trends in sBTC usage
Understand overall network health and participation

The dashboard is designed to be simple, informative, and useful for developers, investors, and Bitcoin enthusiasts alike.

How We Built It

We built the app using:

Streamlit for a fast, interactive frontend
Python for backend data handling and visualization
Stacks and Bitcoin APIs to fetch relevant on-chain data
Pandas and Plotly for data processing and charting

The application is hosted on Streamlit Cloud, ensuring easy access and live updates.

Challenges We Faced

One of the biggest challenges was fetching and cleaning blockchain data in a way that’s both performant and reliable. Since some data sources were limited or undocumented, we had to experiment with multiple APIs and fallback mechanisms.

Another challenge was designing a dashboard that’s both informative and lightweight, avoiding clutter while delivering valuable insights.

What We Learned

We gained deep insight into the mechanics of sBTC, including its minting, redemption, and collateral flow.
Learned to optimize and scale Streamlit apps for production use
Improved our ability to turn complex blockchain data into simple, digestible visuals