AI Trading Bot Series.
Stocks, options, crypto. 7 working strategies with walk-forward backtests across five regimes. Slippage, commissions, and Claude inference cost in the realism layer.
3 titles · 15 free guides
Why a 61% Win Rate Still Loses You $14K
Algorithmic trading for beginners in Python: the position-sizing rules and Kelly math that keep a real edge from blowing up your account on one bad trade.
from: Use Claude to Build an AI Trading Bot One Weekend
Wire Claude Code to Live Market Data (UW MCP)
A Claude Code trading bot needs live options flow. Register the official Unusual Whales MCP server the npx way, verify it, and see the real 2026 cost ladder.
from: Use Claude to Build an AI Trading Bot One Weekend
Monte Carlo Backtesting: Is Your Trading Edge Real?
Monte Carlo backtesting trading strategies in Python: 1,000 simulations plus an in-sample/out-of-sample split for one go/no-go verdict before going live.
from: Use Claude to Build an AI Trading Bot One Weekend
Build a Polymarket Prediction Market Bot With Claude
Build a Polymarket prediction market bot: pull live contracts from the public Gamma API, have Claude estimate true probability, flag 10-point mispricings by EV.
from: Use Claude to Build an AI Trading Bot One Weekend
Claude Trading Bot Hallucination: 8-Point Backtest Check
Catch Claude trading bot hallucination before live capital. Walk-forward backtest, 68% win-rate paradox, 8-point checklist, separate-session reproduction.
from: Use Claude to Build 7 AI Trading Bots
Cointegration Pairs Trading Python: Z-Score and Hedge Ratio
Cointegration pairs trading in Python with statsmodels: Engle-Granger test, Z-score entries at ±2.0, hedge-ratio sizing, 20-day time-stop, VIX regime filter.
from: Use Claude to Build 7 AI Trading Bots
Crypto Funding Rate Arbitrage Bot: BTC Cash and Carry
Build a crypto funding rate arbitrage bot in Python. Long spot, short perp, collect funding every 8 hours when the rate exceeds 0.025%. Delta-neutral basis.
from: Use Claude to Build 7 AI Trading Bots
Multi Strategy Trading Bot Python: Risk Parity Allocator
Multi strategy trading bot Python build: risk-parity capital sizing, 90-day correlation drop rule, drawdown circuit breaker, and intent netting at the broker.
from: Use Claude to Build 7 AI Trading Bots
Options Flow Trading Bot in Python: The 4 Greek Gates
Build an options flow trading bot in Python with four Greek gates: delta budget, gamma cap, IV-crush filter, theta sweep. Stop the bleed before it starts.
from: Use Claude to Build 7 AI Trading Bots
How to Let Your AI Trading Agent Place Trades on Alpaca
Have your AI trading agent send its own orders to Alpaca's paper trading account tonight, ready for Monday's open. One Python file sends exactly the order your agents approved and reads the broker's copy back, field by field, until it prints MATCH.
from: The AI Trading Agent Alpha Swarm Team
Best AI Trading Agent Books in 2026: The Buyer's Shortlist
We compared 19 AI trading agent books on agent teams, broker orders, backtests, price and ratings. See which fits a Python coder or a no-code trader.
from: The AI Trading Agent Alpha Swarm Team
How to Get Your Next Winning Stock Trade From 5 AI Agents
Run a multi-agent trading system in Python where five AI agents research a stock, make the call, size it and hand you an order with a limit price. On the practice stock they return buy 1 DEMO at 70.96, with every line of the call pointing back to a fact you can check.
from: The AI Trading Agent Alpha Swarm Team
How to Find the Trading Strategy That Beats the Market in Python
Find out which of your trading strategies beats buy and hold, scored only on days the tuning never saw. One Python command runs the walk-forward test with fees and slippage, and on the practice stock breakout-v1 made +37.0% against +21.6% for the benchmark.
from: The AI Trading Agent Alpha Swarm Team
How to Put 10x More Money Behind Your Winning AI Trading Strategy
Scale your AI trading agent from $100 to $1,000 a trade as its record earns each step, so the strategy that made $1.50 a trade at the bottom is making $15 a trade at the top. One Python command reads your own record against six gates and prints STAY or EARNED.
from: The AI Trading Agent Alpha Swarm Team
Read them in this order. Each one assumes the one before it.
Use Claude to Build an AI Trading Bot One Weekend
Validated trading bot running this weekend
Use Claude to Build 7 AI Trading Bots
7 bots: trend, pairs, earnings, news, options, crypto, allocator
The AI Trading Agent Alpha Swarm Team
A five-agent stock team that sends trades to your broker, plus a walk-forward scorecard of which strategies beat the market
These titles sit on a path that tells you which three to buy first.