Blog
Expert analysis, strategies, and insights for Kalshi & Polymarket prediction markets.
Machine Learning for Sports Prediction: My Amateur Attempt
Machine Learning for Sports Prediction: My Amateur Attempt
A practical, no-hype look at building ML sports prediction models — data pitfalls, calibration, and where structured tools like PillarLab AI fill the gap.
Jul 7, 2026 Major League Baseball Odds: A Complete Beginner's Guide
Major League Baseball Odds: A Complete Beginner's Guide
A beginner's breakdown of major league baseball odds — moneylines, run lines, totals, and how MLB event contracts trade differently on Kalshi and Polymarket than traditional sportsbooks.
Jul 7, 2026 How I Manage a Prediction Market Portfolio: My Diversification Framework
How I Manage a Prediction Market Portfolio: My Diversification Framework
A structured diversification framework for managing a prediction market portfolio across Kalshi and Polymarket — sizing, correlation, and rebalancing.
Jul 7, 2026 March Madness Prediction Markets: Trading the Bracket
March Madness Prediction Markets: Trading the Bracket
A structured, pillar-based approach to trading NCAA tournament contracts on Kalshi and Polymarket — how the markets are built, where public bias creates edge, and how to build a repeatable process for
Jul 7, 2026 Market Making on Prediction Markets: The Beginner's Practical Guide
Market Making on Prediction Markets: The Beginner's Practical Guide
A practical framework for market making on Kalshi and Polymarket: fair-value modeling, risk controls, and how structured analysis tools sharpen your edge.
Jul 7, 2026 MLB Best Bets: My Team-by-Team Trends Worth Betting On Right Now
MLB Best Bets: My Team-by-Team Trends Worth Betting On Right Now
A team-by-team framework for spotting MLB trend edges before the market prices them in — bullpen fatigue, park factors, rotation quality, and cross-platform pricing gaps, plus how PillarLab AI's 9-pil
Jul 7, 2026 MLB Best Bets Today: My Complete Daily Slate Process for 15 Games
MLB Best Bets Today: My Complete Daily Slate Process for 15 Games
A structured, pillar-by-pillar process for turning a 15-game MLB slate into a short list of best bets today — weather, bullpen fatigue, umpire tendencies, and cross-platform pricing on Kalshi and Poly
Jul 7, 2026 MLB Best Bets Today for Prop Bets: My Top Pitching and Hitting Angles
MLB Best Bets Today for Prop Bets: My Top Pitching and Hitting Angles
A structured, pillar-by-pillar breakdown of today's sharpest MLB prop betting angles across pitching, hitting, bullpen usage, and park factors — built for traders who want data-driven edges, not hunch
Jul 7, 2026 MLB Betting Lines: What Actually Moves a Run Line Overnight
MLB Betting Lines: What Actually Moves a Run Line Overnight
A pro-trader breakdown of what actually moves MLB run lines overnight—bullpen fatigue, weather models, and steam moves—and how to read mlb lines today like a market.
Jul 7, 2026 MLB Betting Lines Today: What Bullpen News Does to the Total
MLB Betting Lines Today: What Bullpen News Does to the Total
Bullpen fatigue and usage news move MLB totals before the market fully prices them in — here's how to read that lag on Kalshi and Polymarket, and how PillarLab AI's 9-pillar framework catches it using
Jul 7, 2026 MLB Betting Odds Explained for Beginners: What Every Number Means
MLB Betting Odds Explained for Beginners: What Every Number Means
A clear breakdown of MLB betting odds—moneylines, run lines, totals, and implied probability—plus how structured analysis tools like PillarLab AI find real edge.
Jul 7, 2026 MLB Lines Today: My Process for Line Shopping Before First Pitch
MLB Lines Today: My Process for Line Shopping Before First Pitch
A pro trader's daily process for shopping MLB lines across Kalshi and Polymarket before first pitch — pitcher news, bullpen fatigue, weather, and how a structured 9-pillar model tightens the routine.
Jul 7, 2026