Latest developments in autonomous agent betting infrastructure.
AgentBets Blog — News and Analysis for Prediction Market Agent Developers
News, analysis, and updates on the AI agent prediction market ecosystem. Covers Polymarket, Kalshi, agent tools, regulatory changes, and developer infrastructure.
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Layer 3 — Trading
Common Prediction Market API Integration Mistakes
Seven costly mistakes developers make when building prediction market data pipelines — and the fixes that actually work.
Read →3 Open-Source AI Sports Betting Projects to Watch
Three trending open-source AI sports betting projects on GitHub — BettingAI, DGFantasy Optimizer, and AIFootballPredictions — and what builders can learn from them.
Read →The Vigorish: A Linguistic Journey
Where the word vigorish comes from — Russian roots, Yiddish slang, mob history, and what the vig is called around the world.
Read →From Polymarket to Poker Tables: Why Crypto Casinos Are Welcoming AI Agents
Why prediction-market bot economics are spreading to crypto casinos, and why agent-friendly gambling infrastructure is likely to emerge there before regulated sportsbooks.
Read →Bracket Season is Agent Season: Trading March Madness on Prediction Markets
March Madness prediction market trading on Kalshi and Polymarket in 2026 — $60M+ in futures volume, 465 active NCAA markets, and why autonomous agents have the edge.
Read →Agent Identity Week: NemoClaw, Meta's Moltbook Acquisition, and the Race to Own Layer 1
NemoClaw launched at GTC 2026, Meta acquired Moltbook, and non-human identity governance hit an inflection point. Here's everything that moved in agent identity this week.
Read →Prediction Markets vs Sports Betting: Which Is Actually Better for Your Bankroll?
Prediction markets vs sports betting compared on vig, limits, parlays, automation, and long-term edge. Which platform type wins for sharps, recs, and agent builders in 2026?
Read →How to Use AgentBets Odds Data: Line Shopping, Vig Analysis, and Arb Hunting for Bettors and Agents
A complete guide to the AgentBets odds and compare infrastructure — how smart bettors and autonomous agents use live vig rankings, head-to-head comparisons, and sport-by-sport data to find the best lines and exploit arbitrage opportunities.
Read →From Affiliate Click to Agent Handoff: How LLMs Are Rewriting the Sportsbook Affiliate Business
The sportsbook affiliate model built on SEO clicks is being disaggregated by AI discovery, browser agents, and structured data layers. Here's what the transition looks like and who's positioned to win.
Read →How Bettors Clear Rollover — Plus FanDuel vs DraftKings vs BetMGM Odds Boosts
Every rollover clearing strategy bettors use at offshore sportsbooks — plus how FanDuel, DraftKings, and BetMGM odds boosts offer rollover-free value.
Read →Regulated vs. Offshore Sportsbooks: Odds, Bonuses, Trust, and Banking Compared
A 101 breakdown of regulated vs. offshore sportsbooks covering odds, bonuses, trust, deposits, and what the split means for AI betting agents.
Read →From ClawdBot to OpenClaw: What the Biggest Agent Framework Means for Prediction Market Builders
OpenClaw's chaotic naming history, OpenAI acquisition, and 196K GitHub stars make it the dominant agent framework. Here's what prediction market builders need to know.
Read → Layer 3 — TradingIntroducing the AgentBet Vig Index: Monthly Sportsbook Odds Rankings for Bettors and Agents
We're launching the AgentBet Vig Index — a monthly benchmark tracking average vig across 16 sportsbooks by sport and bet type. Here's why it matters and what the March 2026 data shows.
Read →DraftKings Super App: What the Sports & Casino Merger Means for AI Betting Agents
DraftKings merges sports betting and casino into one super app. Here's what it means for AI betting agents and API automation.
Read →Kalshi Insider Trading Probe: What the MrBeast Editor Firing Means for Prediction Market Integrity
Kalshi's insider trading probe led to a MrBeast editor firing. What it means for prediction market integrity, regulation, and AI trading bots.
Read →What CFTC Perpetual Futures Approval Would Mean for AI Sports Betting Bots and Algorithmic Traders
If the CFTC approves perpetual futures for event contracts, it would open a regulated on-ramp for algorithmic sports betting bots. Here's what developers and quants need to know.
Read →Polymarket Removes Nuclear Detonation Market: What It Means for Platform Trust and Decentralized Prediction Markets
Polymarket removed a nuclear detonation prediction market, reigniting debate about platform moderation, censorship, and what decentralization really means.
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.
Read →Builder Spotlight: From Data Scientist to Bot Seller — Building Sentiment Agents for Prediction Markets
Interview with Priya Sharma on building NLP sentiment trading agents for prediction markets. Model architecture, monetization, and lessons learned.
Read →Builder Spotlight: How I Built a $10K/Month Arbitrage Bot for Prediction Markets
Interview with Alex Chen on building a $10K/month prediction market arbitrage agent. Tech stack, challenges, and advice for builders.
Read →How a Polymarket Arbitrage Bot Made $150K: A Deep Dive
On-chain data reveals how an arbitrage bot captured $150K+ across ~50,000 Polymarket trades. Strategy breakdown, tech stack, and key takeaways.
Read →The Lobstar Wilde Incident: What Agent Builders Should Learn About Wallet Security
An AI agent sent $250K+ in tokens to a stranger after a parsing error. Technical breakdown and wallet security lessons for agent builders.
Read →BingX TradFi + Prediction Markets: The Agent Execution Stack Just Got a New Layer
BingX now offers TradFi perpetual futures via API. How to wire Kalshi and Polymarket signals into BingX for automated TradFi execution.
Read →Why We Built AgentBets.ai
AI agents are about to start betting autonomously on prediction markets. Here's why we built the resource hub for this emerging ecosystem.
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