Reports and deep dives from the Aegis team.
7 articles
Stored data isn't the same as legible data. Between the Clarity Act and stricter FATF standards, transparency stopped being a cypherpunk ideal and became a hard requirement for liquidity. Starknet handles the math; Prism makes it readable.
Fifty thousand holders doesn't mean fifty thousand believers — it can mean one insider with a sybil script. The Lorenz Curve (we call it the Truth Curve) reveals what raw holder counts hide.
TVL is the parking lot, not the store. While Extended dominates the TVL charts, Focus Tree owns the active users and Loot Survivor owns the fees. The real adoption signal lives where capital can't fake it.
Standard block explorers can't tell a whale from a vault on Starknet — every wallet is a smart contract. Aegis closes the blindspot with a WalletClassifier and graph-filtering algorithms that surface the social graph of a token.
TPS measures sequencer bloat, not economic velocity. Account Abstraction breaks the legacy unit of measurement — and the Prism Intelligence Layer tracks the signal the rest of the market still misses: User Operations.
The hottest onchain flows, fresh Schizodio art, and the alpha you missed this week. WoW active-accounts growth, top 3 trending apps via Prism, and a YieldStark spotlight.
Fourteen days of heads-down shipping on the most sophisticated data stack on Starknet — a Hybrid Scoring System for trending protocols, granular wallet attribution, and the runway to all-things BTCfi.