Trading-System Engineering Notes

Practical software engineering notes on Python trading systems, broker integrations and reliable order handling by Shiv Shankar Kumar.

Preventing Duplicate Orders in an Algo Bot

A software design checklist for handling ambiguous broker responses, retries, process restarts and order reconciliation without blindly repeating orders.

For structured learning, explore the algo trading course. For implementation support, see Python algo trading development.