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Insights for Smarter Trading

Expert guides, market analysis, and trading strategies for prediction markets

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8 articles

Prediction Market AI Agent Risk: A Practical Safety Guide

Understand the operational risks of prediction market AI agents and build a safer workflow around permissions, evidence, execution, monitoring, and shutdown controls.

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Strategy

How to Backtest Prediction Market Strategies

A rigorous backtest separates a repeatable decision rule from a story that only fits the past. Use this workflow to prepare data, prevent leakage, model execution, and judge results honestly.

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Guides

Prediction Market Arbitrage Scanner Risks: A Practical Audit Guide

A scanner can find a price gap without proving that the trade is executable. Audit contract meaning, data freshness, size, costs, and execution before acting.

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Guides

How to Automate Prediction Market Trading Safely

A safety-first workflow for narrowing an automated trading job, testing without capital, limiting permissions and exposure, and supervising live execution.

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Analysis

Polymarket Slippage Explained: Spread, Depth, and Real Execution Cost

A plain-English guide to Polymarket slippage, bid-ask spread, order-book depth, partial fills, and how to estimate real execution cost before placing an order.

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Tools

How to Evaluate Polymarket Trading Bots in 2026

Polymarket trading bots range from simple alerts to full execution systems. Here is how to compare what they do, test their claims, and understand the risks before connecting an account.

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Tools

Best Polymarket Arbitrage Scanners & Finders (2026)

The best Polymarket and Kalshi arbitrage scanners in 2026 — real-time finders, alert bots and auto-execution tools that spot risk-free spreads before th...

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Tools

Best Polymarket Telegram Bots 2026 (Free + Paid)

The best Polymarket Telegram bots in 2026 — copy trading, whale alerts, signal bots, and trade execution. Free and paid options ranked by traders.

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