AI & Automation
Using LLMs for Prediction Market Signal Generation
Use LLMs to generate prediction market signals: what they're good at, the calibration trap, and a practical pipeline with code for a tradeable signal.
Articles by Bot for Kalshi Team
Getting Started
Can You Bet on the Weather? Temperature Markets (2026)
Yes, you can bet on the weather on Kalshi, a CFTC-regulated exchange. How temperature, rain, and snow markets work and how to trade them.
Trading Bots
How to Automate Kalshi Trades (Without Code) — 2026
Three ways to automate your Kalshi trading in 2026: the API, a no-code bot builder, and copy trading. How each works and how to pick the right one.
Getting Started
Can You Bet on Interest Rates? Trading Fed Decisions (2026)
Yes, you can bet on interest rates on Kalshi, a CFTC-regulated exchange. How Fed-decision markets work, what moves them, and how to trade the FOMC.
Getting Started
Can You Bet on Inflation? CPI Markets Explained (2026)
Yes — you can bet on inflation on Kalshi, a CFTC-regulated exchange. How monthly CPI markets work, what moves the number, and how to trade the release.
Trading Bots
Kalshi NFL Bot: Automate Football Markets (2026)
Build a no-code Kalshi NFL bot: automate game-winner, totals, and player-prop markets with rule-based triggers, position caps, and stop-loss guardrails.
Trading Bots
Kalshi NBA Bot: Automate Basketball Markets (2026)
Build a no-code Kalshi NBA bot to automate basketball event contracts. Trigger on injury news and line moves with guardrails — no programming required.
Trading Bots
Kalshi Bitcoin Bot: Automate BTC Price Markets (2026)
Build a Kalshi Bitcoin bot to automate BTC price markets with defined-risk, rules-based trading: triggers, guardrails, fees, and where the edge isn't.
Trading Bots
Kalshi Weather Bot: Automate Temperature Markets (2026)
Build a no-code Kalshi weather bot to automate temperature markets. Trade when the NWS forecast diverges from the contract price — hands-free.
Trading Bots
Kalshi Fed Bot: Automate Interest-Rate Markets (2026)
Build a Kalshi Fed bot to automate interest-rate-decision markets. React to CPI and jobs surprises and trade Kalshi-vs-futures divergence on a schedule.
Trading Bots
Kalshi Election Bot: Automate Political Markets (2026)
Build a no-code Kalshi election bot to automate political markets. React to debates, primary nights & poll releases with limit orders and risk caps.
Trading Bots
Bot for Kalshi vs Turbine: Which Bot Builder? (2026)
An honest comparison of Bot for Kalshi and Turbine, two no-code prediction-market bot builders: venues, backtesting, paper trading, and who each is for.
Trading Bots
Best Kalshi Bot Alternatives Compared (2026)
The real options for automating Kalshi in 2026: no-code builders, copy-trading services, and open-source frameworks. Which Kalshi bot is right for you.
Getting Started
How Long Does a Kalshi Withdrawal Take? ACH vs Wire Transfer Timing Explained
Learn exactly how long Kalshi withdrawals take for ACH and wire transfers, what causes delays, and how to get your money out as fast as possible.
Getting Started
Kalshi Deposit & Withdrawal Guide: Fund Your Account (2026)
How to deposit and withdraw on Kalshi: ACH, debit, and wire, with timing, limits, and the settled-vs-withdrawable balance gotcha that trips up beginners.
Trading Bots
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.
Getting Started
How to Trade on Kalshi: A Step-by-Step Guide (2026)
How to trade on Kalshi, step by step: open an account, fund it, read a market, place your first order, and manage risk. A clear 2026 walkthrough.
AI & Automation
Building an AI-Powered Kalshi Trading Agent with Claude
Build an AI Kalshi trading agent with Claude: the architecture where the LLM reasons and rules execute, with code, guardrails, and what LLMs can't do.
Trading Bots
Deploying a Kalshi Bot to Production: 24/7 Without DevOps
How to run a Kalshi trading bot 24/7 in production: process management, secrets, reconnect logic, idempotency, and the failure modes that cost money.
Trading Bots
Handling Kalshi API Rate Limits Without Getting Your Bot Throttled
Learn exactly how Kalshi API rate limits work, what triggers throttling, and the concrete patterns — token buckets, backoff, request batching — that keep your trading bot running smoothly.
Trading Bots
Kalshi Bot Risk Management: Stops, Limits & Loss Caps
Risk management keeps an automated Kalshi bot alive. The four controls every bot needs: position sizing, stops, daily loss caps, and exposure limits.
Strategies
Prediction Market Signals: What to Watch Before You Trade
The key signals that move Kalshi prediction markets — data sources, timing, and how to build a signal-watching system that gives you an edge.
Getting Started
Kalshi Fees Explained: The Real Cost of Trading (2026)
How much does Kalshi cost? A plain-English breakdown of Kalshi's trading fee, why it peaks at 50¢, maker vs taker, and how to pay less.
Trading Bots
Kalshi Bot Monitoring and Alerting for Production Trading Systems
Learn how to monitor and alert on production Kalshi trading bots — covering health checks, PnL drift detection, position limits, dead-man switches, and incident response.
Getting Started
Where is Kalshi Legal? State-by-State Guide (2026)
Is Kalshi legal in your state? A guide to Kalshi's availability across the US: which states allow it, which don't, and the regulatory battles.
Getting Started
Can You Bet on Oil and Gas Prices? (2026)
Yes, you can trade oil and gas prices on Kalshi, a CFTC-regulated exchange. How WTI, Brent, gasoline, and natural gas markets work and how to trade them.
Strategies
How to Trade Oil on Kalshi: WTI, Brent & Gas Markets (2026)
How to trade oil on Kalshi: WTI and Brent crude, gasoline, and natural gas. Settlement sources, the EIA/OPEC calendar, and three ways to find an edge.
Strategies
Is the Bitcoin 4-Year Cycle Dead? 4 Halvings Examined (2026)
Is the Bitcoin halving cycle dead? We measured all four cycles: the pump is decaying on a schedule (91x to 2x), but the rhythm is alive. How to trade it.
Strategies
Can You Bet on Bitcoin? How Bitcoin Markets Work (2026)
Yes, you can bet on Bitcoin's price legally in the US. How Bitcoin prediction markets work, where to trade (Kalshi vs Polymarket), and how to automate it.
Strategies
Trading Economic Indicators on Kalshi (2026)
How to trade Kalshi economic markets — CPI, jobs reports, GDP, and Fed rate decisions. Nowcasting models, timing strategies, and the data that matters.
Getting Started
Kalshi for Sports Bettors: A Better Alternative
Sports bettors are switching to Kalshi for better odds, no vig, and API access for bots. Here's why — and how to make the transition.
Trading Bots
How to Backtest a Kalshi Trading Bot Using Historical Market Data
A practical, step-by-step guide to backtesting a Kalshi trading bot with real historical market data — covering data sourcing, simulation logic, slippage modeling, and interpreting results without fooling yourself.
Strategies
Kelly Criterion for Kalshi: Optimal Position Sizing
How to use the Kelly criterion to size your Kalshi trades: the math behind position sizing, practical adjustments, and why most should use half-Kelly.
Strategies
Kalshi Arbitrage: What's Real and What's a Myth
We built real Kalshi arbitrage scanners with the production fee formula: the single-market myth, the one real edge, and why there's no free money.
Strategies
Kalshi Market Making: A Liquidity Provider's Guide
How to run a market making strategy on Kalshi — posting two-sided quotes, managing inventory risk, and earning the spread in prediction markets.
Trading Bots
Kalshi WebSocket vs REST API: When to Use Each for a Trading Bot
Learn when to use the Kalshi WebSocket API vs REST API in your trading bot. Covers latency, polling limits, orderbook streaming, and practical architecture patterns.
Trading Bots
How to Host a Kalshi Trading Bot: Railway, Heroku, AWS Lambda, and VPS Compared
Compare Railway, Heroku, AWS Lambda, and self-hosted VPS for running a Kalshi trading bot 24/7. Costs, latency, setup complexity, and our recommendation for each use case.
Trading Bots
Why Your Kalshi Bot's P&L Is Probably Wrong
Kalshi's order API returns filled_price=None on fills, so most bots book the limit price and over-report losses ~2.4x. How to detect and fix it.
Strategies
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.
Trading Bots
Kalshi Copy Trading in 2026: What Actually Works
Can you copy trade on Kalshi in 2026? An honest guide to what the services actually do — and the rules-based approach that works instead.
AI & Automation
Are Bots Taking Over Kalshi? What the Data Shows
Bots now dominate prediction market trading. We analyze the data: how much volume is automated, what strategies they run, and what it means for you.
AI & Automation
AI & Automation in Prediction Markets: The 2026 Landscape
How AI and LLMs are transforming prediction market trading — signal generation, multi-agent systems, and building AI-powered Kalshi bots.
Trading Bots
The Open-Source Kalshi Bot Ecosystem: 30+ Projects (2026)
Catalog of every open-source Kalshi trading bot: AI agents, market makers, arbitrage and weather bots — with honest notes on what each does well.
Trading Bots
How a Kalshi Bot Lost 369 Trades in a Row (Postmortem)
We built a Kalshi bot for cheap-contract asymmetric upside. It lost 369 paper trades in a row. Forensic breakdown of three structural flaws.
Getting Started
Kalshi Tax Guide: How Your Gains Are Taxed (2026)
How Kalshi trading profits are taxed in the US — 1099 reporting, Section 1256 treatment, record-keeping requirements, and common mistakes to avoid.
Strategies
Kalshi Parlay Strategy: Multi-Leg Bets for Higher Returns
How to build parlay-style multi-leg bets on Kalshi for outsized returns. Learn correlation pricing, leg selection, and when parlays pay off.
Trading Bots
Kalshi API Tutorial: Authentication, Markets & Orders
Complete Kalshi API guide — authentication, markets, orderbooks, placing orders, and managing positions. With Python examples.
Getting Started
Kalshi vs Polymarket (2026): Which Should You Trade?
Kalshi vs Polymarket compared in 2026: regulation, fees, markets, liquidity, and which platform is better for different types of traders.
Getting Started
Is Kalshi Legit? Safety, Regulation & Our Honest 2026 Review
An honest Kalshi review for 2026. We cover CFTC regulation, fund safety, fees, and whether Kalshi is worth your time and money.
Strategies
Kalshi Sports Props: Finding Edge in NBA, NFL & MLB Markets
How to find edge in Kalshi sports props using player projections, matchup analysis, and correlation strategies. Data-driven guide for traders.
Strategies
Kalshi Weather Trading: Temperature Market Guide
A data-driven guide to Kalshi weather markets: how forecast models (GFS, ECMWF) price daily-high temperature contracts and how to automate the edge.
Strategies
7 Kalshi Trading Strategies, Explained (2026)
Weather events, sports edges, arbitrage, market making, and more — 7 strategies with entry rules, position sizing, and worked examples.
Trading Bots
Kalshi Bot Builder: Automate Trades Without Writing Code
Build automated Kalshi trading bots without coding. Create multi-step strategies with conditions, triggers, and risk controls — in minutes.
Getting Started
How to Make Money on Kalshi: Beginner to Pro (2026 Guide)
A practical guide to making money on Kalshi — from your first trade to automated strategies — with disciplined risk management at every step.
Trading Bots
How to Build a Kalshi Bot with Python (Step-by-Step Guide)
Build your first Kalshi trading bot with Python in under an hour. Covers authentication, market data, orders, and a working bot.
Trading Bots
The Complete Guide to Kalshi Trading Bots (2026)
Yes, Kalshi allows trading bots. Complete 2026 guide: types of bots, how they work, and how to build or use one for automated trading.
Trading Bots
Best Kalshi Trading Bots & Tools (2026 Review)
Every major Kalshi trading bot and tool, reviewed for 2026. Honest rankings — what works, what doesn't, and what's worth your money.
Getting Started
What is Kalshi? A Complete Guide for 2026
Kalshi is a CFTC-regulated exchange where you trade on real-world events. Learn how it works, what you can trade, and whether it's right for you.
Try the live demo — watch Claude build your trading bot
Describe a trade in plain English and the demo builds it in front of you, wired to live Kalshi data. Free — no email needed to try it.
Drop your email and we'll save the bots you build — no spam. Prefer to watch first? Free live webinar July 21 · 6 PM PT — register here.