Agents
Kalshi Fees: Complete Guide for Traders & Bots
Kalshi fee structure explained. Taker and maker fees per contract, deposit and withdrawal costs, fee-adjusted edge math, and bot optimization strategies.
Read → Layer 3 — TradingKalshi Sports Contracts: Props, Combos & API
Kalshi sports event contracts guide. Moneylines, spreads, totals, player props, and combos — with API examples, odds conversion, and agent strategies.
Read →Prediction Markets
Prediction market guides, platform reviews, API docs, bot rankings, and trading tools for Kalshi, Polymarket, FanDuel Predicts, Rain Protocol, and DraftKings Predictions.
Read →A Polymarket Account Created Days Before the Maduro Raid Turned $32K Into $436K. Now Washington Wants Answers.
A newly created Polymarket account turned roughly $32,000 into $436,000 by betting on Maduro's removal — days before a nighttime raid was announced. Combined with a suspicious Iran ceasefire odds spike, the pattern has regulators and lawmakers targeting prediction market insider trading for the first time.
Read →The Prediction Markets Are Gambling Act Is Here — And DraftKings Is Already Celebrating
Senators Adam Schiff and John Curtis introduced the Prediction Markets Are Gambling Act, a bipartisan bill to ban sports and casino-style bets on platforms like Kalshi and Polymarket. DraftKings and FanDuel stocks surged 8% on the news. Here's what it means for the agent betting stack.
Read →The Scheffler Conundrum: How Prediction Market Agents Should Price a World #1 on a Cold Streak at the Houston Open
Scottie Scheffler is the prohibitive Houston Open favorite at +300, but three consecutive finishes outside the Top 10 have prediction market bettors torn between his untouchable price floor and the reality of genuine form regression. We break down how autonomous sports betting agents should handle mean reversion, form decay models, and the Thorbjornsen value play.
Read →Programmable Payments Will Turn Sports Betting Into a Routing Business
X Money, stablecoin rails, and agentic wallets are converging to dissolve the closed sportsbook ecosystem. The winners will control routing intelligence, not bankroll custody.
Read →Kalshi's Death Carveout Broke the Contract Between Platform and Trader. Here's What Agent Builders Need to Learn From It.
Kalshi's $54M Khamenei market exposed a critical risk for automated trading: resolution rules can contradict trader expectations in ways that destroy bot profitability. We break down what happened, why it matters for agent architecture, and how to build resolution risk into your trading logic.
Read →Polymarket Sues Michigan: What It Means for Prediction Market Agent Operators
Polymarket filed a federal lawsuit against Michigan AG Dana Nessel to block state enforcement of gambling laws against prediction markets. Here's what this means for anyone running autonomous agents on these platforms.
Read →X Money Goes Live: What Musk's Financial Super-App Means for Prediction Markets and AI Agents
X Money launched in limited beta with peer-to-peer payments, a Visa debit card, and 6% APY. Crypto integration is next. Here's what it means for prediction market distribution, agent wallet infrastructure, and the emerging wallet wars.
Read → All LayersHow to Buy or Rent a Prediction Market Agent: The Complete Buyer's Guide
Buyer's guide to purchasing or renting AI prediction market agents. Evaluation criteria, red flags, pricing, and verified performance.
Read →Kalshi Agent Directory: Every AI Bot and Automation Tool for Kalshi Trading
Directory of every AI agent, bot, SDK, and automation tool for Kalshi. Official APIs, open-source libraries, and commercial tools.
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