Most agent demos you'll see are toys. A model wrapped in a loop, given a few tools, and pointed at a sandbox. The interesting question — the…
A prediction market needs an engine that does one job: turn an order to buy or sell into a price. There are two answers in production today…
A smart contract audit is one of the more expensive engineering invoices most protocol teams ever sign. A serious firm bills $50–250k for a…
Perpetual DEXes look simple from the outside. Users post collateral, take leveraged positions, the protocol manages the book, and someone —…
Prediction markets are simple to describe and unforgiving to build. Users buy shares in outcomes ("Will X happen by Y date?"), prices move t…
Cross-chain bridges have lost more money than any other category of DeFi protocol. The cumulative number across the major incidents — Ronin,…
Stablecoin volume in 2025 surpassed Visa's transaction volume. Most of that is on-chain trading, not real-economy payments — but the share t…
The biggest reason consumer Web3 hasn't gone mainstream isn't the technology. It's that every onboarding flow asks the user to understand se…
Real-world asset tokenization is one of the categories most-talked-about and least-shipped in Web3. The 2025 wave finally produced some real…
The race to zero on NFT royalties between 2022 and 2024 nearly killed creator economics on-chain. Marketplaces optimized for trader volume o…