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Bot for Kalshi
Editorial series

What Broke

Postmortems and checks built from failures, misleading data, and false confidence.

Editorial series

Latest in What Broke

Postmortems and checks built from failures, misleading data, and false confidence. 3 articles

Trading Bots What Broke

How to Backtest a Kalshi Strategy (Without Fooling Yourself)

A practical guide to backtesting a Kalshi strategy: historical data, putting the real fee in the math, and the five ways a backtest lies to you.

BK Bot for Kalshi Team · 8 min read
Strategies What Broke

Why Most Kalshi Signals Are Noise: An Order-Book Check

We scanned Kalshi's live order book: most markets are too wide and thin to trade, single-market arbitrage is impossible, and the list is auto-generated.

BK Bot for Kalshi Team · 7 min read
Trading Bots What Broke

369 Paper Entries: 361 Closed, 8 Open, $0 Realized

A 369-entry Kalshi paper test ended with 361 positions closed at the simulated entry price, 8 open, and $0 realized paper P&L.

BK Bot for Kalshi Team · 10 min read