I’ve been testing NeoFin and really like how it pulls both centralized exchange accounts and DeFi positions into one dashboard. The ETH + Solana support is super handy, and the paper trading mode makes it easy to experiment without risk. The non‑custodial API setup gave me confidence to connect my accounts — feels secure and straightforward.
Curious how the AI insights actually work under the hood - is it pulling from on-chain data, social sentiment, or something else entirely? Also wondering what happens if Binance or Kraken rate-limit the API calls during a big move.
Love this question—happy to share how it works under the hood.
Social sentiment is pulled from real Reddit posts (primarily r/CryptoCurrency and r/CryptoMarkets) using NLP-based sentiment analysis, while on-chain sentiment comes directly from Etherscan transfer data for Ethereum-based tokens like USDT, USDC, LINK, UNI, and AAVE.
Since BTC and SOL aren't Ethereum-based tokens, on-chain data isn't available for those yet, so the dashboard intentionally shows "Not available" rather than making up a score.
On the exchange side, we've built in retry/backoff logic. If Binance or Kraken rate-limit API requests during periods of high volatility, the requests are automatically retried instead of failing outright.
Appreciate the solo build and the focus on non-custodial API keys. The DeFi tracking across both ETH and Solana in one place is genuinely useful.
@anlpiyr Really appreciate that — the non-custodial approach was a deliberate call early on. Didn't want to be in a position of holding anyone's funds or keys as a solo dev, both for user trust and honestly for my own risk exposure.
The ETH/Solana DeFi tracking was probably the hardest part to get right — two very different chain architectures to normalize into one dashboard. Curious if you work with DeFi across multiple chains yourself — always looking for feedback on what's missing or where the tracking could go deeper (more protocols, more chains, etc).