Trading-Bots
14 of Top 20 Polymarket Traders Are Bots
Automated bots now dominate Polymarket profits. Research shows 14 of the top 20 traders are fully automated — here is what it means for manual traders.
Read →Glint Bot and Robinhood Cortex Bet on AI
Glint Bot and Robinhood Cortex bring LLM-powered intelligence to prediction market trading. How AI agents are reshaping Layer 4.
Read → Layer 3 — TradingTop 10 Kalshi API Problems Developers Face
Fix the 10 most common Kalshi API integration problems. RSA signing, WebSocket auth, order book drift, fixed-point migration, and rate limits.
Read → Layer 3 — TradingTop 10 Polymarket API Problems Developers Face
Fix the 10 most common Polymarket API integration problems. Global vs US auth, L1/L2 signing, token IDs, heartbeats, and NO-side pricing.
Read → Layer 3 — TradingPolymarket Review: Platform, API & Agent Guide
Polymarket review for 2026. Blockchain prediction market covering markets, fees, API architecture, US relaunch, and AI agent compatibility.
Read →PBot1 on Polymarket — Reverse-Engineering a Live Trading Bot's Strategy
Deep analysis of PBot1, an active Polymarket trading bot. We break down its likely architecture, strategy, and how you'd replicate it using the agent betting stack.
Read → Layer 3 — TradingBest Kalshi Trading Bots Ranked (2026)
Kalshi trading bots ranked for 2026. Open-source AI agents, multi-model ensembles, sentiment bots, and research tools — all verified on GitHub.
Read →Agent Alpha Weekly #1: New Bots, Market Trends, and Builder News
Agent Alpha Weekly #1: new prediction market agents, platform updates, volume trends, tool releases, and community highlights.
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