Blog

Everything here is based on our own measured data — trade logs, exchange exports and audits. No hypotheticals, no screenshots of other people's wins.

• We lost $270 building a Polymarket bot — the complete audit

  August 2026 · Two bot generations, 4,000+ logged trades, every bug that cost real money, and the one configuration that worked.

• We measured a human against 4 trading signals for 1,934 Polymarket windows

  August 2026 · Momentum, mean-reversion, orderbook imbalance and an ML model vs one human's manual picks. The human won.

• How to automate Polymarket trading in 2026 — an honest technical guide

  August 2026 · CLOB V2, proxy wallets, geo-restrictions, the positions-API lag, and the slippage numbers nobody publishes.