AI Project

LUTZ Bot

Logical Utilitarian Task Zombie. A better interface for markets on Kalshi, robust data logging on trades, and memory-managed AI analysis on performance.

Building

Kalshi gave us legal, regulated event markets. What it didn't give us is a trader-grade workflow on top — fast entry, a real log book, and feedback on whether you're actually any good.

LUTZ Bot is three layers stacked on the same plumbing. The base is a faster, cleaner interface to Kalshi's markets. On top of that sits a personal log book that records every trade with the context needed to learn from it. And on top of that, an AI assistant that reads your own history — not generic advice — and helps you make better decisions in the moment.

The bot doesn't trade for you. It makes you the trader you keep telling yourself you are.

The Mission

Your data, your edge

The most valuable trading dataset you'll ever have is your own. LUTZ Bot is the system that finally puts it to work.

Architecture

Three layers, one workflow

LAYER 01

Better Kalshi Interface

A trading surface built for how people actually trade Kalshi — faster order entry, cleaner market views, and the data you need on screen instead of buried in a menu.

LAYER 02

Log Book

Every trade captured in a personal ledger with rich data visualization. Stop guessing how you're really doing — see your edges, your leaks, and your patterns over time.

LAYER 03

AI Assistance

Personalized analysis trained on your own log book and informed by aggregate patterns from other traders. Catches objectively bad bets, helps scale out of parlays and live positions, weighs in on predictive matchups, and sizes bets correctly with Kelly.

AI Assistance

What the bot actually does for you

Catches objectively bad betsFlags trades that fail basic sanity checks against price, liquidity, and your own historical performance — before you size them up.

Scales out of parlays and live positionsSuggests when to take profit, hedge, or trim exposure on multi-leg and in-play positions as conditions move.

Weighs in on predictive matchupsPulls together the inputs that matter for the markets you actually trade, so you can decide instead of guess.

Sizes bets correctlyApplies Kelly criterion against your edge estimate and bankroll — no more flat-sizing your way out of an otherwise good strategy.

Coming soon

LUTZ Bot is in active development. The site at lutz.bot and updates on X under @LUTZbot will go live as the build comes together.