Speedrunning the Roadmap: Two Weeks of High Velocity Shipping

It has been exactly 14 days since we went live.

In crypto, two weeks is usually just enough time to fix a few bugs and cry about how the industry is not moving forward.

We don't operate on that timeline. We are speedrunning the development of the most sophisticated data stack on Starknet.

From day one, we haven't just been shipping code; we've been iterating based on your input. We took the community's feedback and immediately fed it back into our dev cycle. The result? We've achieved in a fortnight what usually takes months.

We moved beyond basic analytics to deploy two massive intelligence engines designed to solve the biggest problem in crypto: Noise.

Here is a look at the heavy lifting we've done in just two weeks and how we are reengineering the way you look at Starknet.

Signal > Noise

Standard leaderboards are part of a dead and broken system. They rely on static vanity metrics like total volume, which just lets the established giants drown out the new innovators.

We built a system to capture true velocity.

We have deployed a proprietary Hybrid Scoring System — a complex algorithmic layer that filters signal from noise in real time. Instead of just ranking by size, our engine analyzes onchain momentum vectors.

We can now mathematically distinguish between a protocol that is simply large and one that is effectively viral.

• Dynamic Velocity Scoring: We weigh real time activity against historical growth baselines. A massive protocol that is stagnating will rank lower than a mid-sized protocol that is doubling its user base.
• Heuristic Behavioral Tagging: Our system automatically tags the nature of the growth. We can algorithmically detect if a surge is organic, institutional, or driven by specific infrastructure loads.
• Lifecycle Classification: We don't just give you a number but we give you a status. From a new app that is surging to an old app that has reached its peak, you can see it all through Prism.

This is the difference between data and alpha.

Granular Wallet Attribution

Starknet is unique because every account is a smart contract. This architecture offers data possibilities that simply don't exist on EVM chains even if you have the tech to read them.

We leveraged this to build a highly specific Provider Attribution Layer.

By parsing smart account deployment signatures and utilizing on-chain fingerprinting, although in beta we can now map new user influx to their specific origin points. We aren't just counting new addresses but we are identifying the infrastructure that onboarded them.

Whether users are onboarding via specific wallet providers or utilizing complex controller logic, our system creates a real time attribution map of the ecosystem. This allows us to track the wallet wars with granular precision, filtering out the noise of empty wallets to focus purely on live and active users.

What Next?

We have spent the last 14 days heads down, building the most robust data engines in the ecosystem. We've covered a massive amount of ground, but we are just getting warmed up.

We have been quietly building something massive in the background.

In our next feature launch, we are dropping the gateway to all things BTCfi for Starknet.

The ecosystem is about to change. Keep your notifications on.