Insights
Polymarket bots, quant frameworks, loop engineering, and systems notes from the Coaleye partners.
How To Use Loop Engineering To Build A Self-Improving Quant Trading System
Stop prompting one trade at a time. Design the loops that ingest data, generate signals, verify alpha, execute, and write lessons back — then let the system compound.
How to farm Polymarket's $1M/day without predicting anything
Polymarket pays makers for sitting near the midpoint. A playbook for LP farming yield from the order book without needing a correct opinion.
How Top Quants Find Winning Strategies and Reject the Other 99
Deflated Sharpe, structural edge, and the four questions that kill 99 ideas before they touch capital — the complete filter used on real desks.
Markov Chains: nuclear algorithm used by Quants to crush 87% of Polymarket traders
From Pushkin to PageRank to prediction markets: how transition matrices, Monte Carlo, and 72 million trades separate the 13% who win.
Inside the Mind of a Polymarket BOT
Gabagool never predicts direction. He buys cheap YES and cheap NO until pair cost drops below $1 — locking profit in 15-minute Bitcoin markets.
Make any website load faster with 6 lines of HTML
Chrome Speculation Rules plus a tiny hover prefetch fallback for Firefox and Safari — near-instant navigation without a SPA framework.
Is Rust faster than C?
Performance notes from the systems side of Web3 engineering.
BRC2.0 — Basics
A practical walkthrough of BRC2.0 concepts for Bitcoin-native builders.