antflow blog

Polymarket automation, explained.

Practical, no-hype guides to trading prediction markets with discipline — how automation actually works, how to manage risk, and how to build on the Polymarket API.

Guide Pillar

How to Automate Polymarket Trading: A Complete Guide

What "automation" really means on Polymarket, the four components every system needs — signal discovery, position sizing, risk guardrails, and disciplined exits — and how to choose between building it yourself and using a managed engine.

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Guide

Polymarket Risk Management 101

Position sizing, exposure limits, and circuit breakers — the unglamorous discipline that separates traders who last from traders who blow up.

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Developer

Polymarket API Trading: A Developer's Guide

The CLOB and Gamma APIs, authentication, placing and cancelling orders, reading the order book, and the rate limits that shape how you build.

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Guide

Polymarket Fees Explained: The Real Cost of Every Trade

Maker vs taker, spread costs, slippage, and gas — what "free to trade" actually costs you, and how to keep more of your returns.

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Comparison

Polymarket vs Kalshi: Which Prediction Market Should You Use?

Crypto vs regulated, global vs US-only, USDC vs dollars. An honest comparison of the two largest prediction markets.

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Guide

How to Read a Polymarket Order Book Like a Trader

Bids, asks, spread, depth, and what they tell you about liquidity — the five-second check that saves you from expensive trades.

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