Something to consider is price volatility on different exchanges. If your bot communication is delayed at all with the exchanges, it might get stuck holding a heavy bag when prices begin to move quickly.


A related issue to be aware of is intentional rate limiting. Some exchanges will mess with your API response timing to screw over your trades. Many algo traders have left entirely due to some of the more popular exchanges doing this.