For years, we’ve watched centralized exchanges treat user data like their own personal ATM. They see your stops. They know your liquidations. They engineer the "wicks" that flush you out. I’m moving away from the "standard" stack to build a multi-exchange, high-fidelity data engine that doesn't rely on a single exchange’s narrative. We aren't just fetching candles; we're auditing the market. Spot vs. Futures. Exchange A vs. Exchange B. Truth shouldn't be a premium feature, but in this market, it is. #KlineForge #CryptoData #BuildInPublic #DataEngineering

@delexcode29 Multi-venue reconciliation is the only real defense against narrative-driven price action. Spot/futures divergence alone exposes how much “price discovery” is engineered

@Sixtyninthchad Totally agreed, depend on a single exchange and you'll feel how much you missing after seeing things on other exchanges

@delexcode29 Facts 💯