Notes from the desk. Tested, not theorized.

Pips and Lots on OANDA: Sizing an Automated Forex Bot
Pips measure distance, units measure exposure, and the gap between them is where most forex bots get their risk wrong. A practical breakdown for automated trading on OANDA.
Pattern Day Trader Rule: What Stock Trading Bots Must Know
A bot that never skips a signal can burn through the pattern day trader limit in two days. Here is how the rule works and four practical ways to design an automated stock strategy around it.
Scaling Up Bot Size: How to Add Risk After Going Live
Going live at full size is the fastest way to pay tuition. Here is a staged approach to raising a bot's position size, with clear evidence gates and a rule for scaling back down.
Connect Binance in Two Minutes: No Secrets, No Withdrawals
Binance now keeps ordinary API keys read-only unless you whitelist server IPs by hand. The self-generated key flow skips all of that: algomax creates the key pair, you paste the public half into Binance, and no secret ever changes hands. Here is the whole setup, screenshot by screenshot.
Volatility Squeeze: Timing Breakouts When Price Coils
Compression comes before expansion, but a squeeze never tells you direction. Here is how to measure it, turn it into a two-stage bot rule, and avoid the mistakes that drain squeeze strategies.