AlgoGrade

Tag

#algo-trading

5 articles

strategies8 min read

The backtest that lied: same-bar re-entry artifact (part 3)

A backtest artifact made one coin look like +5,032% in a year. Fixing the same-bar re-entry bug dropped returns 30-50x and turned 5-7 winning strategies into zero.

#build-log#trading-bot
strategies6 min read

Survivorship bias killed my 1H bot (part 2)

Part 2 of the build-in-public bot series. A holdout test on 11 unseen coins revealed the 1H strategy barely beat a coin flip. The 4H version survived.

#build-log#trading-bot
strategies6 min read

I built a futures trading bot. The honest first month.

Part 1 of building a Binance futures bot in public. The strategy, the bugs that cost real money, and a first month that started down 13%. No fake P&L.

#build-log#trading-bot
strategies6 min read

Using a trading bot to pass a crypto prop firm challenge

Can a trading bot pass a crypto prop firm challenge? Yes, if you pick the right firm and configure the bot for their rules, not just for profit.

#prop-firm#trading-bot
guides5 min read

Getting Started with Algo Trading in 2025: A Practical Guide for Non-Quants

You don't need a quant background to run trading bots. Here's the honest path from zero to your first automated strategy, without blowing your account.

#beginner#algo-trading