What Is Automated Order Execution in Crypto Hedge Bot Development ?

Automated order execution determines how the bot uses the generated signals for executing orders at the exchange to implement the trading decisions taken by the bot. In Crypto Hedge Bot Development, it must be continuous and instant because it is necessary for hedging strategies that involve two or more positions to be established within a relatively short period.

Engineering work mainly focuses on what happens from signal generation to order execution. Order routing, rejected orders handling, and partial execution are among the factors affecting how a hedge will maintain its initial structure after positions are opened. Execution at cross-exchanges brings more diversity into the picture, with different latencies, order book depth and API rate limits at each of the venues affecting order filling.

It is here where most of the work in developing a trading bot can be found since execution consistency may have a much bigger impact on results than the strategy used for trade generation. Even the best trading model may not show its potential due to the poor design of the execution mechanism.

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